{"id":7884,"date":"2024-04-19T14:01:01","date_gmt":"2024-04-19T06:01:01","guid":{"rendered":""},"modified":"2024-04-19T14:01:01","modified_gmt":"2024-04-19T06:01:01","slug":"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f","status":"publish","type":"post","link":"https:\/\/mushiming.com\/7884.html","title":{"rendered":"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data 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\u5c06\u6570\u636e\u7d20\u517b\u5b9a\u4e49\u4e3a\u5728\u4e0a\u4e0b\u6587\u4e2d\u8bfb\u53d6\u3001\u5199\u5165\u548c\u4ea4\u6d41\u6570\u636e\u7684\u80fd\u529b\uff0c\u5305\u62ec\u7406\u89e3\u6570\u636e\u6e90\u548c\u7ed3\u6784\u3001\u5e94\u7528\u7684\u5206\u6790\u65b9\u6cd5\u548c\u6280\u672f\uff0c\u4ee5\u53ca\u63cf\u8ff0\u573a\u666f\u3001\u5e94\u7528\u7a0b\u5e8f\u548c\u4ea7\u751f\u7684\u4ef7\u503c\u7684\u80fd\u529b[1]\u3002\u63d0\u5347\u6570\u636e\u7d20\u517b\u7684\u4e09\u4e2a\u652f\u67f1\uff1a\u6570\u636e\u8bbf\u95ee\u6c11\u4e3b\u5316\u3001\u5efa\u8bbe\u6570\u636e\u5b66\u9662\u3001\u59cb\u7ec8\u5982\u4e00\u7684\u5c06\u6570\u636e\u5e94\u7528\u4e8e\u51b3\u7b56[2]\u3002<\/p>\n<\/blockquote>\n<h3><\/h3>\n<h3>\u5f15\u8a00<\/h3>\n<p>Gartner\u53d1\u5e03\u7684\u300a2021\u5e74\u5341\u5927\u6570\u636e\u548c\u5206\u6790\u6280\u672f\u8d8b\u52bf\u300b\u4e2d\uff0c\u52a0\u901f\u53d8\u9769\u88ab\u5217\u5728\u4e86\u9996\u4f4d\uff08Accelerating Change\uff09\uff0c\u5176\u4e2dData Fabric\u505a\u4e3a\u6570\u636e\u57fa\u7840\u80fd\u529b\u88ab\u518d\u6b21\u5f3a\u8c03\u3002Data Fabric\u57282000\u5e74\u9996\u6b21\u63d0\u51fa\uff0cForrester\u5f00\u59cb\u64b0\u5199\u66f4\u901a\u7528\u7684Data Fabric\u89e3\u51b3\u65b9\u6848[3]\uff0c2016 \u5e74Forrester \u5728 Forrester Wave \u4e2d\u589e\u52a0\u4e86Big Data Fabric\u7c7b\u522b\uff0c2019\u5e74\u5f00\u59cb\u5165\u9009Gartner\u5404\u5e74\u5ea6\u7684\u6280\u672f\u8d8b\u52bf\uff0c2020\u5e74\u51fa\u73b0\u5728\u65b0\u5174\u6280\u672f\u6210\u719f\u5ea6\u66f2\u7ebf\u4ee5\u53ca\u6570\u636e\u7ba1\u7406\u6210\u719f\u5ea6\u66f2\u7ebf\u4e2d\uff08\u5e76\u4ece\u521b\u65b0\u840c\u82bd\u671f\u53d1\u5c55\u5230\u4e862021\u5e74\u7684\u8fc7\u9ad8\u671f\u671b\u7684\u5cf0\u503c\uff09\uff0cGartner\u516c\u5e03\u76842022 \u5e74\u9876\u7ea7\u6218\u7565\u6280\u672f\u8d8b\u52bf\u4e2d\uff0cDate Fabric\u5165\u9009\u5de5\u7a0b\u4fe1\u4efb\u4e3b\u9898\u7684\u5173\u952e\u6280\u672f\u8d8b\u52bf\u3002<\/p>\n<p>\u968f\u7740\u6570\u5b57\u5316\u7684\u63a8\u8fdb\uff0c Data Fabric\u4f5c\u4e3a\u4e00\u79cd\u5168\u65b0\u7684\u3001\u56ca\u62ec\u6240\u6709\u5f62\u5f0f\u7684\u6570\u636e\u67b6\u6784\uff0c\u88ab\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u7528\u4e8e\u89e3\u51b3\u6570\u636e\u8d44\u4ea7\u591a\u6837\u6027\u3001\u5206\u6563\u6027\u3001\u89c4\u6a21\u548c\u590d\u6742\u6027\u4e0d\u65ad\u589e\u52a0\u5e26\u6765\u7684\u4e00\u7cfb\u5217\u95ee\u9898\u3002DataFabric\u88ab\u89c6\u4e3a\u5e94\u5bf9\u59cb\u7ec8\u5b58\u5728\u7684\u6570\u636e\u7ba1\u7406\u6311\u6218\u2014\u2014\u5982\u9ad8\u6210\u672c&amp;\u4f4e\u4ef7\u503c\u7684\u6570\u636e\u96c6\u6210\u5468\u671f\u3001\u9891\u7e41\u8fd0\u7ef4\u5e26\u6765\u7684\u4e0d\u65ad\u6500\u5347\u7684\u8fd0\u7ef4\u6210\u672c\u3001\u4e0d\u65ad\u589e\u957f\u7684\u5b9e\u65f6\u6570\u636e\u9700\u6c42\u3001\u4e8b\u4ef6\u9a71\u52a8\u7684\u6570\u636e\u5171\u4eab\u7b49\u2014\u2014\u7684\u5f3a\u5927\u89e3\u51b3\u65b9\u6848[4]\u3002\u5176\u7528\u4e8e\u4efb\u4f55\u6570\u636e\u7c7b\u578b\u7684\u5206\u6790\uff0c\u5e76\u4e3a\u6240\u6709\u7684\u6570\u636e\u4f7f\u7528\u8005\u63d0\u4f9b\u65e0\u7f1d\u7684\u8bbf\u95ee\u548c\u5171\u4eab[5]\u3002K2View\u8ba4\u4e3aData Fabric\u662f\u63d0\u5347\u6570\u636e\u7d20\u517b\u5fc5\u5907\u7684\u6570\u636e\u80fd\u529b\u4e4b\u4e00\uff0c Gartner\u751a\u81f3\u8ba4\u4e3a\u201cData Fabric\u662f\u6570\u636e\u7ba1\u7406\u7684\u672a\u6765\u201d[6]\u3002<\/p>\n<p>\u56fd\u5185\u5bf9\u4e8eData Fabric\u4ecb\u7ecd\u7684\u6587\u7ae0\u8f83\u5c11\uff0c\u672c\u6587\u671f\u671b\u901a\u8fc7\u5bf9Data Fabric\u6982\u5ff5\u3001\u80fd\u529b\u3001\u4e0e\u5176\u4ed6\u6982\u5ff5\u7684\u533a\u5206\u4ee5\u53ca\u5728\u5de5\u4e1a\u754c\u5b9e\u8df5\u65b9\u6848\u7684\u4ecb\u7ecd\uff0c\u4f7f\u5f97\u5927\u5bb6\u80fd\u5bf9\u8be5\u6280\u672f\u6846\u67b6\u6709\u4e00\u5b9a\u7684\u4e86\u89e3\uff0c\u5e76\u53ef\u4ee5\u7ed3\u5408\u5404\u81ea\u7684\u60c5\u51b5\u7ed9\u51fa\u5177\u4f53\u7684\u3001\u53ef\u843d\u5730\u7684Data Fabric\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/4bcdebee86354d7fa0327e7a98df2c64.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c1\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c1\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/c6b0c3829dea421eb8b873029e364ba9.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c2\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c2\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/0d91aa9f4a1642ffa95a1613a843126e.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c3\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c3\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<hr>\n<h3>Data Fabric\u662f\u4ec0\u4e48\uff1f<\/h3>\n<h4>\u6838\u5fc3\u6982\u5ff5<\/h4>\n<p>\u5982\u679c\u8981\u7406\u89e3Data Fabric\u7684\u6982\u5ff5\uff0c\u6838\u5fc3\u662f\u8981\u5148\u7406\u89e3\u4ec0\u4e48\u662fFabric\u3002Fabric\u662f\u4e00\u79cd\u67b6\u6784\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u5728\u5404\u4e2a\u8282\u70b9\u4e4b\u95f4\u63d0\u4f9b\u5b8c\u6574\u7684\u70b9\u5bf9\u70b9\u8fde\u63a5\uff0c\u8fd9\u4e9b\u8282\u70b9\u53ef\u4ee5\u662f\u6570\u636e\u6e90\u3001\u5b58\u50a8\u3001\u5185\u90e8\/\u5916\u90e8\u5e94\u7528\u7a0b\u5e8f\u3001\u7528\u6237\u7b49\u4efb\u4f55\u8bbf\u95ee\u6570\u636e\u6216\u4e0e\u6570\u636e\u76f8\u5173\u7684\u4fe1\u606f\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/f335f5f13ae8427988e9d36d46b733f7.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c4\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c4\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>Data Fabric\u5c06\u73b0\u6709\u7684\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7f16\u7ec7\u5728\u4e00\u8d77\uff0c\u63d0\u4f9b\u53ef\u91cd\u7528\u7684\u670d\u52a1\uff0c\u6db5\u76d6\u6570\u636e\u96c6\u6210\u3001\u8bbf\u95ee\u3001\u8f6c\u6362\u3001\u5efa\u6a21\u3001\u53ef\u89c6\u5316\u3001\u6cbb\u7406\u548c\u4ea4\u4ed8\u3002\u4e3a\u4e86\u5728\u6240\u6709\u8fd9\u4e9b\u4e0d\u540c\u7684\u670d\u52a1\u4e4b\u95f4\u63d0\u4f9b\u8fde\u63a5\uff0cData Fabric\u5305\u62ec\u4e86\u8fde\u63a5\u5230\u6570\u636e\u751f\u6001\u7cfb\u7edf\u5de5\u5177\u7684\u8fde\u63a5\u5668\u3002<\/p>\n<\/p>\n<h4>\u4e1a\u754c\u5b9a\u4e49<\/h4>\n<p>\u9488\u5bf9Data Fabric\u7684\u5b9a\u4e49\uff0cForrester\u3001Gartner\u4ee5\u53ca\u6570\u636e\u89e3\u51b3\u65b9\u6848TOP\u5382\u5546\u7b49\u90fd\u7ed9\u51fa\u4e86\u81ea\u5df1\u7684\u5b9a\u4e49\u548c\u7406\u89e3\u3002<\/p>\n<p>Forrester<\/p>\n<p>Forrester\u63d0\u51fa\u4e86Big Data Fabric\u7684\u6982\u5ff5\uff0c\u5176\u5efa\u7acb\u5728\u5927\u6570\u636e\u5206\u6790\u3001\u4e91\u8ba1\u7b97\u4ee5\u53caData Fabric\u7b49\u65b0\u6280\u672f\u4e4b\u4e0a\uff0c\u4f7f\u7528\u6570\u636e\u6e56\u3001Hadoop\u548cApache Spark\u7b49\u5927\u6570\u636e\u6280\u672f\u81ea\u52a8\u3001\u667a\u80fd\u3001\u5b89\u5168\u5730\u6c47\u96c6\u4e0d\u540c\u7684\u5927\u6570\u636e\u6e90\uff0c\u5e76\u5728\u5927\u6570\u636e\u5e73\u53f0\u6280\u672f\u4e2d\u8fdb\u884c\u5904\u7406\uff0c\u4ee5\u63d0\u4f9b\u7edf\u4e00\u3001\u53ef\u4fe1\u3001\u5168\u9762\u7684\u5ba2\u6237\u548c\u4e1a\u52a1\u6570\u636e\u89c6\u56fe\u3002\u5176\u76ee\u7684\u4e0d\u4ec5\u4ec5\u53ea\u662f\u4e3a\u4e86\u7ba1\u7406\u6570\u636e\uff0c\u66f4\u662f\u4e3a\u4e86\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u6210\u53ef\u7528\u4e8e\u5b9e\u8df5\u7684\u4e1a\u52a1\u6d1e\u5bdf[7]\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/862bcffac261422d94f5ec1576148184.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c5\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c5\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>Forrester\u8ba4\u4e3a\uff0cBig Data Fabric\u7684\u6700\u4f73\u4e4b\u5904\u5728\u4e8e\u5b83\u80fd\u591f\u901a\u8fc7\u5229\u7528\u52a8\u6001\u96c6\u6210\u3001\u5206\u5e03\u5f0f\u548c\u591a\u4e91\u67b6\u6784\u3001\u56fe\u5f62\u5f15\u64ce\u3001\u5206\u5e03\u5f0f\u548c\u6301\u4e45\u5185\u5b58\u7b49\u65b9\u9762\u7684\u80fd\u529b\u6765\u5feb\u901f\u4ea4\u4ed8\u5e94\u7528\uff0c\u5176\u4e13\u6ce8\u4e8e\u81ea\u52a8\u5316\u6d41\u7a0b\u96c6\u6210\u3001\u8f6c\u6362\u3001\u51c6\u5907\u3001\u7ba1\u7406\u3001\u5b89\u5168\u3001\u6cbb\u7406\u548c\u7f16\u6392\uff0c\u4ee5\u5feb\u901f\u542f\u7528\u5206\u6790\u548c\u6d1e\u5bdf\u529b\uff0c\u5b9e\u73b0\u4e1a\u52a1\u6210\u529f[8]\u3002<\/p>\n<p>Gartner<\/p>\n<p>Gartner\u5c06Data Fabric\u5b9a\u4e49\u4e3a\u5305\u542b\u6570\u636e\u548c\u8fde\u63a5\u7684\u96c6\u6210\u5c42\uff0c\u901a\u8fc7\u5bf9\u73b0\u6709\u7684\u3001\u53ef\u53d1\u73b0\u548c\u53ef\u63a8\u65ad\u7684\u5143\u6570\u636e\u8d44\u4ea7\u8fdb\u884c\u6301\u7eed\u5206\u6790\uff0c\u6765\u652f\u6301\u6570\u636e\u7cfb\u7edf\u8de8\u5e73\u53f0\u7684\u8bbe\u8ba1\u3001\u90e8\u7f72\u548c\u4f7f\u7528\uff0c\u4ece\u800c\u5b9e\u73b0\u7075\u6d3b\u7684\u7684\u6570\u636e\u4ea4\u4ed8[9]\u3002Gartner\u5bf9Data Fabric\u7684\u5b9a\u4e49\u5f3a\u8c03\u6570\u636e\u7cfb\u7edf\u7684\u8bbe\u8ba1\u3001\u90e8\u7f72\u4e0d\u5e94\u8be5\u53d7\u5230\u5e73\u53f0\u9009\u62e9\u7684\u7ea6\u675f\uff0c\u6563\u843d\u5404\u5904\u7684\u6570\u636e\u5b64\u5c9b\u90fd\u80fd\u88ab\u7edf\u4e00\u53d1\u73b0\u548c\u4f7f\u7528\uff0c\u5e76\u57fa\u4e8e\u4e3b\u52a8\u5143\u6570\u636e\u8fdb\u884c\u5efa\u8bbe\u548c\u6301\u7eed\u5206\u6790\u3002<\/p>\n<p>Data Fabric\u662f\u6570\u636e\u7ba1\u7406\uff08\u5982DataOps\uff09\u3001\u96c6\u6210\u6280\u672f\u3001\u67b6\u6784\u3001\u8de8\u5e73\u53f0\u90e8\u7f72\u3001\u7f16\u6392\u7b49\u80fd\u529b\u7684\u4f18\u5316\u7ec4\u5408\uff08\u5305\u62ec\u4e0d\u9650\u4e8e\u6d41\u6570\u636e\u96c6\u6210\u3001\u6570\u636e\u865a\u62df\u5316\u3001\u8bed\u4e49\u4e30\u5bcc\u3001AI\\ML\u8f85\u52a9\u7684\u4e3b\u52a8\u5143\u6570\u636e\u3001\u77e5\u8bc6\u56fe\u8c31\u3001\u56fe\u4ee5\u53ca\u5176\u4ed6\u975e\u5173\u7cfb\u6570\u636e\u5b58\u50a8\u7b49\uff09\uff0c\u6765\u5e94\u5bf9\u524d\u9762\u63d0\u5230\u7684\u6570\u636e\u7ba1\u7406\u7684\u6311\u6218\u3002<\/p>\n<p>Data Fabric\u901a\u8fc7\u4eba\u548c\u673a\u5668\u7684\u80fd\u529b\u53ca\u65f6\u7684\u5bf9\u6240\u9700\u7684\u6570\u636e\u8fdb\u884c\u8bbf\u95ee\uff08\u90e8\u5206\u60c5\u51b5\u4e0b\u5b9e\u73b0\u5b8c\u5168\u81ea\u52a8\u5316\u7684\u6570\u636e\u8bbf\u95ee\u548c\u5171\u4eab\uff09\uff0c\u540c\u65f6\u5728\u9002\u5f53\u7684\u60c5\u51b5\u4e0b\u53ef\u4ee5\u5c06\u6570\u636e\u8fdb\u884c\u6574\u5408\u3002\u5176\u4e0d\u65ad\u7684\u8bc6\u522b\u548c\u8fde\u63a5\u6765\u81ea\u4e0d\u540c\u5e94\u7528\u7a0b\u5e8f\u7684\u6570\u636e\uff0c\u4ee5\u53d1\u73b0\u53ef\u7528\u6570\u636e\u4e4b\u95f4\u72ec\u7279\u7684\u3001\u4e0e\u4e1a\u52a1\u76f8\u5173\u7684\u5173\u7cfb\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u5b83\u8fd8\u8fd0\u7528\u4e86AI\u7b97\u6cd5\u5bf9\u591a\u4e2a\u8fc7\u7a0b\u5982\u5f02\u5e38\u6570\u636e\u6e05\u6d17\u3001\u4efb\u52a1\u8c03\u5ea6\u7b49\u8fdb\u884c\u4e86\u5168\u9762\u7684\u4f18\u5316\u5347\u7ea7\u3002<\/p>\n<p>Gartner \u5728Data Fabric\u7684\u6982\u5ff5\u4ecb\u7ecd\u4e0a\uff0c\u4e3e\u4e86\u81ea\u52a8\u9a7e\u9a76\u7684\u4f8b\u5b50\uff0c\u6bd4\u8f83\u751f\u52a8\u548c\u5f62\u8c61\u3002\u5728\u9a7e\u9a76\u6c7d\u8f66\u65f6\u6709\u4e24\u79cd\u60c5\u51b5\uff0c\u4e00\u79cd\u662f\u9a7e\u9a76\u5458\u4e3b\u52a8\u3001\u5168\u795e\u8d2f\u6ce8\u4e8e\u9a7e\u9a76\uff0c\u6c7d\u8f66\u7684\u81ea\u52a8\u5e72\u9884\u529f\u80fd\u8f83\u5c11\u6216\u6700\u5c11\u7684\u4ecb\u5165\uff0c\u4e00\u79cd\u662f\u9a7e\u9a76\u5458\u7531\u4e8e\u67d0\u4e9b\u539f\u56e0\u6ce8\u610f\u529b\u4e0d\u96c6\u4e2d\uff0c\u6709\u70b9\u513f\u8d70\u795e\uff0c\u6c7d\u8f66\u5219\u4e3b\u52a8\u3001\u53ca\u65f6\u7684\u5207\u6362\u81f3\u534a\u81ea\u52a8\u9a7e\u9a76\u6a21\u5f0f\uff0c\u8fdb\u884c\u5fc5\u8981\u7684\u8def\u7ebf\u4fee\u6b63\u3002\u8fd9\u79cd\u573a\u666f\u5f62\u8c61\u7684\u63cf\u8ff0\u4e86Data Fabric\u7684\u601d\u60f3\uff0c\u9996\u5148\u4ee5\u89c2\u5bdf\u5458\u7684\u8eab\u4efd\u76d1\u63a7\u6570\u636epipeline\uff0c\u5e76\u5c06\u76d1\u63a7\u7684\u7ed3\u679c\u8f6c\u5316\u6210\u6548\u7387\u66f4\u9ad8\u7684\u4f18\u5316\u65b9\u6848\u3002\u5f53\u6570\u636e\u9a71\u52a8\u548c\u673a\u5668\u5b66\u4e60\u90fd\u80fd\u63a5\u53d7\u4f18\u5316\u65b9\u6848\u65f6\uff0c\u5219\u4f1a\u901a\u8fc7\u81ea\u52a8\u6267\u884c\u4f18\u5316\u65b9\u6848\u8fdb\u884c\u8865\u5145\uff08\u800c\u4e4b\u524d\u8fd9\u90e8\u5206\u529f\u80fd\u6d88\u8017\u4e86\u592a\u591a\u7684\u4eba\u5de5\u65f6\u95f4\uff09\uff0c\u4ece\u800c\u8ba9\u7ba1\u7406\u8005\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u521b\u65b0\u3002\u5373Data Fabric\u4ee5\u6700\u4f73\u7684\u65b9\u5f0f\u5c06\u6570\u636e\u6e90\u5934\u4f20\u9001\u5230\u76ee\u7684\u5730\uff0c\u5176\u4e0d\u65ad\u7684\u76d1\u63a7\u6570\u636epipeline\uff0c\u63d0\u51fa\u5efa\u8bae\uff0c\u5e76\u6700\u7ec8\u5728\u901f\u5ea6\u66f4\u5feb\u3001\u6210\u672c\u66f4\u4f4e\u7684\u60c5\u51b5\u4e0b\u91c7\u7528\u66ff\u4ee3\u65b9\u6848\uff0c\u5c31\u5982\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u4e00\u6837[9]\u3002<\/p>\n<p>TOP\u5382\u5546<\/p>\n<p>IBM\u8ba4\u4e3a\uff0cData Fabric\u4e0d\u662f\u4e00\u4e2a\u4ea7\u54c1\u800c\u662f\u4e00\u79cd\u6570\u636e\u7ba1\u7406\u67b6\u6784\u8bbe\u8ba1\u7406\u5ff5\uff0c\u662f\u5229\u7528AI\u3001\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u79d1\u5b66\u7684\u529f\u80fd\uff0c\u4f18\u5316\u5206\u5e03\u5f0f\u6570\u636e\u7684\u8bbf\u95ee\uff0c\u5e76\u8fdb\u884c\u667a\u80fd\u7684\u7ba1\u7406\u548c\u7f16\u6392\uff0c\u5411\u6570\u636e\u6d88\u8d39\u8005\u63d0\u4f9b\u81ea\u52a9\u670d\u52a1\uff0c\u4ece\u800c\u5b9e\u73b0\u8ba9\u7528\u6237\u53ca\u65f6\u7684\u8bbf\u95ee\u5230\u6b63\u786e\u7684\u6570\u636e\uff0c\u63d0\u5347\u6570\u636e\u7684\u4e1a\u52a1\u4ef7\u503c\u3002<\/p>\n<p>\u6570\u636e\u96c6\u6210\u9886\u57df\u7684\u9886\u5bfc\u8005Talend\u8ba4\u4e3a\uff0cData Fabric\u662f\u7531\u7edf\u4e00\u67b6\u6784\u4ee5\u53ca\u8fd0\u884c\u5728\u5176\u4e0a\u670d\u52a1\u6216\u8005\u6280\u672f\u800c\u7ec4\u6210\u7684\u3001\u5e2e\u52a9\u4f01\u4e1a\u7ba1\u7406\u6570\u636e\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5176\u7ec8\u6781\u76ee\u6807\u662f\u6781\u5927\u5316\u6570\u636e\u4ef7\u503c\uff0c\u52a0\u901f\u6570\u5b57\u53d8\u9769\u3002Talend\u5bf9\u4e8eData Fabric\u7684\u5b9a\u4e49\u56f4\u7ed5\u6700\u5927\u5316\u6570\u636e\u4ef7\u503c\u7684\u601d\u8def\uff0c\u56e0\u6b64\u5176\u8ba4\u4e3aData Fabric\u9664\u4e86\u96c6\u6210\u80fd\u529b\u4e4b\u5916\uff0c\u8fd8\u9700\u8981\u5efa\u8bbe\u6570\u636e\u8d28\u91cf\u7ba1\u7406\u3001\u6570\u636e\u5171\u4eab\u4ee5\u53ca\u57fa\u4e8eAI\\ML\u7684\u589e\u5f3a\u80fd\u529b\u7b49\uff0c\u5177\u5907\u5f88\u5f3a\u7684\u79d1\u6280\u6027\u548c\u524d\u77bb\u6027[11]\u3002<\/p>\n<p>\u96c6\u6210\u5206\u6790\u9886\u57df\u7684\u9886\u5bfc\u8005TIBCO\u8ba4\u4e3a\uff0cData 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68% \u7684\u6570\u636e\u6ca1\u6709\u88ab\u5206\u6790\uff0c\u591a\u8fbe 82% \u7684\u4f01\u4e1a\u53d7\u5230\u6570\u636e\u5b64\u5c9b\u7684\u963b\u788d[16]\u3002<\/p>\n<h4>\u4ef7\u503c<\/h4>\n<p>Data 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Fabric\u53ef\u4ee5\u663e\u793a\u4fe1\u606f\u7684\u5b8c\u6574\u6765\u6e90\u3001\u7c7b\u578b\u3001\u53bb\u5411\u4ee5\u53ca\u8eab\u4efd\u7b49\u4fe1\u606f\uff0c \u5e2e\u52a9\u4f01\u4e1a\u66f4\u5feb\u3001\u66f4\u51c6\u786e\u7684\u8fdb\u884c\u6570\u636e\u5b89\u5168\u7684\u5ba1\u8ba1\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u5b57\u5178\u3002\u4f01\u4e1a\u7684\u6570\u636e\u5b58\u50a8\u5728\u4e0d\u540c\u7684\u6570\u636e\u5e93\u3001\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u5e73\u53f0\u4e2d\uff0c\u6570\u636e\u7c7b\u578b\u5305\u62ec\u4e86\u7ed3\u6784\u5316\u3001\u534a\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u9020\u6210\u6570\u636e\u641c\u7d22\u4e0d\u5982Internet\u641c\u7d22\u90a3\u6837\u7b80\u5355\uff0cData Fabric\u53ef\u4ee5\u4f7f\u5f97\u6570\u636e\u7528\u6237\u8f7b\u677e\u641c\u7d22\u4efb\u4f55\u7c7b\u578b\u7684\u6570\u636e\uff0c\u800c\u65e0\u9700\u77e5\u9053\u5176\u7269\u7406\u4f4d\u7f6e\u3001\u7ec4\u6210\u7ed3\u6784\u6216\u8005\u5176\u4ed6\u5143\u6570\u636e\u4fe1\u606f\uff0c\u641c\u7d22\u3001\u67e5\u770b\u3001\u8fde\u63a5\u6570\u636e\u5c06\u4f1a\u662f\u672a\u6765\u5e7f\u6cdb\u7684\u6570\u636e\u6d88\u8d39\u573a\u666f\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u5206\u6790\u3002\u57fa\u4e8eData Fabric\uff0c\u53ef\u4ee5\u901a\u8fc7\u81ea\u52a8\u5316\u3001\u667a\u80fd\u7684\u65b9\u5f0f\u8f7b\u677e\u652f\u6301\u6570\u636e\u5206\u6790\uff0c\u5e76\u5b9e\u73b0\u53ef\u7528\u4e8e\u884c\u52a8\u7684\u6d1e\u5bdf\u529b\u3002\u5982\uff0c\u6cbb\u7597\u65b0\u75be\u75c5\u67e5\u770b\u8de8\u5730\u57df\u7684\u4e00\u7cfb\u5217\u60a3\u8005\u6570\u636e\uff0c\u5e76\u6839\u636e\u5e74\u9f84\u548c\u6027\u522b\u7b49\u53c2\u6570\u786e\u5b9a\u5408\u9002\u7684\u836f\u7269\u548c\u5242\u91cf\u3002\u540c\u6837\uff0c\u6b3a\u8bc8\u68c0\u6d4b\u548c\u98ce\u9669\u7ba1\u7406\u53d7\u76ca\u4e8e\u4f7f\u7528\u989d\u5916\u7684\u6570\u636e\u548c\u66f4\u957f\u7684\u65f6\u95f4\u8303\u56f4\uff0c\u4ee5\u8fd1\u4e4e\u5b9e\u65f6\u7684\u65b9\u5f0f\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u6b3a\u8bc8\u3002<\/p>\n<\/li>\n<li>\n<p>\u7269\u8054\u7f51\u5206\u6790\u3002Data Fabric \u901a\u8fc7\u81ea\u52a8\u5316\u4ee5\u53caAI\\ML\u7b49\u6280\u672f\u6709\u6548\u7684\u5b58\u50a8\u3001\u5904\u7406\u548c\u8bbf\u95ee\u6765\u81ea\u4f20\u611f\u5668\u3001\u8bbe\u5907\u548c\u4ea4\u6362\u673a\u7684\u5927\u91cf IoT \u6570\u636e\uff0c\u5e76\u4e0e\u5176\u4ed6\u6570\u636e\u8fdb\u884c\u96c6\u6210\u63d0\u4f9b\u8fd0\u8425\u7684\u6d1e\u5bdf\u529b\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>\u6536\u76ca<\/h4>\n<p>\u4e1a\u52a1\u901a\u8fc7\u5b9e\u65bdData Fabric\uff0c\u53ef\u4ee5\u8fbe\u5230\uff1a<\/p>\n<ul>\n<li>\n<p>\u51cf\u5c11 70% \u7684\u6570\u636e\u7ba1\u7406\u5de5\u4f5c\uff0c2023\u5e74\uff0c\u6570\u636e\u8d28\u91cf\u53ca\u8fd0\u8425\u6210\u672c\u53ef\u4ee5\u964d\u4f4e65%[20]\u3002<\/p>\n<\/li>\n<li>\n<p>\u4eba\u529b\u9a71\u52a8\u7684\u6570\u636e\u7ba1\u7406\u4efb\u52a1\u51cf\u5c11\u4e00\u534a\u3002<\/p>\n<\/li>\n<li>\n<p>\u96c6\u6210\u8bbe\u8ba1\u65f6\u95f4\u51cf\u5c11\u4e86 30%\uff0c\u90e8\u7f72\u65f6\u95f4\u51cf\u5c11\u4e86 30%\uff0c\u7ef4\u62a4\u65f6\u95f4\u51cf\u5c11\u4e86 70%\u3002<\/p>\n<\/li>\n<li>\n<p>\u4ee58\u500d\u7684\u901f\u5ea6\u3001\u4e0d\u5230\u4e00\u534a\u7684\u6210\u672c\uff0c\u83b7\u53d6\u6570\u636e\u548c\u6d1e\u5bdf\u3002<\/p>\n<\/li>\n<li>\n<p>\u57fa\u4e8eData Fabric\u4ea7\u751f\u7684\u6570\u636e\u6d1e\u5bdf\uff0c\u53ef\u4ee5\u4f7f\u5f97\u4f01\u4e1a\u5e73\u5747\u6bcf\u5e74\u589e\u957f 30% \u4ee5\u4e0a[11]\u3002<\/p>\n<\/li>\n<li>\n<p>2024\u5e74\uff0c\u6570\u636e\u5229\u7528\u7387\u63d0\u5347\u56db\u500d\u6548\u7387\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4ee5\u4e0a\u7684\u4efb\u4f55\u4e00\u4e2a\u6536\u76ca\u90fd\u662f\u975e\u5e38\u8ff7\u4eba\u7684\u3002<\/p>\n<\/p>\n<h3>Data Fabric\u5177\u5907\u54ea\u4e9b\u80fd\u529b\uff1f<\/h3>\n<p>\u8fd9\u90e8\u5206\u4e3b\u8981\u53c2\u8003\u4e86Forrester\u4ee5\u53caGartner\u4e24\u5bb6\u6280\u672f\u5206\u6790\u7814\u7a76\u516c\u53f8\u5bf9\u4e8eData Fabric\u7684\u80fd\u529b\u8981\u6c42\u548c\u5b9a\u4e49\u3002<\/p>\n<h4>Forrester<\/h4>\n<p>\u4ece\u4e24\u4e2a\u65b9\u9762\u6765\u7406\u89e3Forrester\u5bf9Data Fabric\u80fd\u529b\u5b9a\u4e49\uff0c\u4e00\u4e2a\u662f\u5165\u9009Forrester Wave Data Fabric\u4e13\u9879\u4f9b\u5e94\u5546\u7684\u6807\u51c6\uff0c\u4e00\u4e2a\u662fForrester \u5bf9\u4e8e Big Data Fabric\u7684\u80fd\u529b\u5b9a\u4e49\u3002<\/p>\n<p>\uff081\uff09Forrester Wave Data Fabric \u4e13\u9879\u4f9b\u5e94\u5546\u5165\u9009\u6807\u51c6[8]<\/p>\n<p>Data Fabric\u662f\u4e00\u4e2a\u70ed\u95e8\u7684\u65b0\u5174\u5e02\u573a\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u3001\u667a\u80fd\u548c\u96c6\u6210\u7684\u7aef\u5230\u7aef\u5e73\u53f0\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u6d41\u7a0b\u3001\u5de5\u4f5c\u6d41\u548c\u7ba1\u9053\u3001\u751f\u6210\u4ee3\u7801\u548c\u7b80\u5316\u6570\u636e\u6765\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u590d\u6742\u6027\uff0c\u4ee5\u5feb\u901f\u5b9e\u73b0\u5206\u6790\u548c\u6d1e\u5bdf\uff0c\u5b9e\u73b0\u4e1a\u52a1\u6210\u529f\u3002\u5176\u4f18\u52bf\u5728\u4e8e\u901a\u8fc7\u5229\u7528\u52a8\u6001\u96c6\u6210\u3001\u5206\u5e03\u5f0f\u548c\u591a\u4e91\u67b6\u6784\u3001\u56fe\u5f62\u5f15\u64ce\u4ee5\u53ca\u5206\u5e03\u5f0f\u5185\u5b58\u548c\u6301\u4e45\u5185\u5b58\u5e73\u53f0\u7684\u521b\u65b0\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u4e9b\u7406\u89e3\uff0cForrester\u5236\u5b9a\u4e86Data Fabric\u4f9b\u5e94\u5546\u7684\u6807\u51c6\uff1a<\/p>\n<ol>\n<li>\n<p>\u63d0\u4f9b\u81ea\u52a8\u5316\u53ca\u81ea\u52a9\u670d\u52a1\u80fd\u529b\u3002\u6700\u4f73\u7684Data Fabric\u7684\u89e3\u51b3\u65b9\u6848\u662f\u6570\u636e\u6c11\u4e3b\u5316\uff0c\u5141\u8bb8\u4e1a\u52a1\u7528\u6237\u8f7b\u677e\u53d1\u73b0\u6570\u636e\u8d44\u4ea7\u6216\u6570\u636e\u5bfc\u822a\u3002\u6b64\u5916\uff0c\u9700\u63d0\u4f9b\u96f6\u4ee3\u7801\u548c\u4f4e\u4ee3\u7801\u7684\u80fd\u529b\uff0c\u4ee5\u52a0\u901f\u5927\u578b\u548c\u590d\u6742\u7684\u7ed3\u6784\u90e8\u7f72\u3002\u4ee5\u53caData Fabric\u4f9b\u5e94\u5546\u7684\u89e3\u51b3\u65b9\u6848\u9700\u5177\u5907\u6269\u5c55\u7684AI\/ML\u529f\u80fd\uff0c\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u6570\u636e\u53d1\u73b0\u3001\u5206\u7c7b\u3001\u5b89\u5168\u3001\u63a5\u6536\u3001\u8f6c\u6362\u3001\u5904\u7406\u3001\u96c6\u6210\u548c\u8bbf\u95ee\uff0c\u4ece\u800c\u652f\u6301\u5404\u79cd\u5de5\u4f5c\u8d1f\u8f7d\u548c\u5e94\u7528\u573a\u666f\u3002<\/p>\n<\/li>\n<li>\n<p>\u5229\u7528\u56fe\u5f62\u5f15\u64ce\u8bc6\u522b\u548c\u96c6\u6210\u8fde\u63a5\u6570\u636e\u3002\u56fe\u5f62\u662f\u8fde\u63a5\u6570\u636e\u7684\u6700\u5feb\u65b9\u5f0f\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u590d\u6742\u6216\u5927\u91cf\u4e0d\u540c\u6570\u636e\u65f6\u3002\u5982\u679c\u6ca1\u6709\u56fe\u5f62\uff0c\u8fde\u63a5\u6570\u636e\u4ee5\u652f\u6301\u52a8\u6001\u96c6\u6210\u548c\u7f16\u6392\u53ef\u80fd\u9700\u8981\u66f4\u957f\u7684\u65f6\u95f4\u3002\u56e0\u6b64\u4f9b\u5e94\u5546\u5e94\u8be5\u5728\u56fe\u5f62\u5f15\u64ce\u96c6\u6210\u4e0a\u6295\u5165\u4e86\u4e00\u5b9a\u7684\u65f6\u95f4\u548c\u8d44\u6e90\uff0c\u4ece\u800c\u53ef\u4ee5\u57fa\u4e8e\u6570\u636e\u53d1\u73b0\u4e1a\u52a1\u5173\u7cfb\u3001\u81ea\u52a8\u96c6\u6210\u5404\u79cd\u6570\u636e\u6e90\u4ee5\u53ca\u7b80\u5316\u6570\u636e\u8f6c\u5316\u64cd\u4f5c\u3002<\/p>\n<\/li>\n<li>\n<p>\u652f\u6301\u7aef\u5230\u7aef\u81ea\u52a8\u5316\u6570\u636e\u7ba1\u7406\u529f\u80fd\u3002Data Fabric\u7684\u5173\u952e\u76ee\u6807\u662f\u52a0\u901f\u4e1a\u52a1\u5e94\u7528\uff0c\u5982\u5ba2\u6237360\u3001\u5ba2\u6237\u667a\u80fd\u3001\u98ce\u9669\u5206\u6790\u548c\u7269\u8054\u7f51\u5206\u6790\u3002\u5728\u8fd9\u65b9\u9762\u7684\u652f\u6301\u4e0a\uff0c\u5168\u9762\u7684\u3001\u7aef\u5230\u7aef\u7684\u6570\u636e\u7ba1\u7406\u529f\u80fd\u81f3\u5173\u91cd\u8981\uff0c\u5305\u62ec\u63a5\u6536\u3001\u8f6c\u6362\u3001\u51c6\u5907\u3001\u53d1\u73b0\u3001\u6570\u636e\u76ee\u5f55\u3001\u96c6\u6210\u3001\u6cbb\u7406\u548c\u5b89\u5168\u6027\u3002\u56e0\u6b64\uff0cData Fabric\u4f9b\u5e94\u5546\u5e94\u8be5\u4e13\u6ce8\u4e8e\u81ea\u52a8\u5316\u7684\u6570\u636e\u7ba1\u7406\u529f\u80fd\u3001\u53ef\u6269\u5c55\u7684API\u4ee5\u53ca\u591a\u89d2\u8272\u652f\u6301\u7b49\u80fd\u529b\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\uff082\uff09Big Data Fabric\u80fd\u529b\u5b9a\u4e49<\/p>\n<p>Big Data Fabric \u662f\u4ee5\u4e1a\u52a1\u4e3a\u4e2d\u5fc3\u7684\u3001\u6570\u636e\u7ba1\u7406\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u878d\u5408\u4e86\u65b0\u5174\u6280\u672f\u7684\u4e0d\u540c\u7ec4\u4ef6\uff08\u5982\u5927\u6570\u636e\u5206\u6790\u3001\u4e91\u8ba1\u7b97\u7b49\uff09\uff0c\u63d0\u9ad8\u4e86\u4ece\u6709\u6548\u7684\u6570\u636e\u5206\u6790\u4e2d\u4ea7\u751f\u4e1a\u52a1\u4ef7\u503c\u7684\u80fd\u529b\uff0c\u4ece\u800c\u4ea7\u751f\u53ef\u7528\u4e8e\u5b9e\u8df5\u7684\u4e1a\u52a1\u6d1e\u5bdf\u3002\u5176\u80fd\u529b\u67b6\u6784\u5982\u4e0b[7]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/5b55d87d61e04fea85f042fc5a300c33.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c6\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c6\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<p>\u5982\u4e0a\u56fe\uff0c\u5171\u67096\u4e2a\u6838\u5fc3\u80fd\u529b\uff1a<\/p>\n<ul>\n<li>\n<p>\u6570\u636e\u7ba1\u7406\u3002\u6570\u636e\u7ba1\u7406\u662fData Fabric\u7684\u5173\u952e\u80fd\u529b\uff0c\u5305\u62ec\u4e86\u6570\u636e\u5b89\u5168\u3001\u6570\u636e\u6cbb\u7406\u3001\u5143\u6570\u636e&amp;\u6570\u636e\u76ee\u5f55\u3001\u6570\u636e\u641c\u7d22\u3001\u6570\u636e\u8d28\u91cf\u3001\u6570\u636e\u8840\u7f18\u7b49\uff0c\u5e76\u4e0e\u5176\u4ed65\u79cd\u80fd\u529b\u4ea4\u7ec7\u5728\u4e00\u8d77\uff0c\u4fdd\u969c\u6570\u636e\u7684\u53ef\u9760\u6027\u3001\u5b89\u5168\u6027\u3001\u5b8c\u6574\u6027\u3001\u5408\u89c4\u6027\u3001\u53ef\u96c6\u6210\u7b49\uff0c\u786e\u4fdd\u6570\u636e\u7684\u4fe1\u4efb\u5ea6\u3001\u6570\u636e\u6d41\u7f16\u6392\u4ee5\u53ca\u8de8\u5e73\u53f0\u7684\u6570\u636e\u8f6c\u6362\u3002\u540c\u65f6\u6570\u636e\u7ba1\u7406\u96c6\u6210\u4e86AI\u80fd\u529b\uff0c\u81ea\u52a8\u5316\u5b9e\u73b0\u57fa\u4e8e\u8bed\u4e49\u548c\u77e5\u8bc6\u7684\u5206\u6790\uff0c\u7406\u89e3\u6570\u636e\u53ca\u5176\u4e1a\u52a1\u542b\u4e49\uff0c\u6784\u5efa\u77e5\u8bc6\u56fe\u8c31\u5f62\u5f0f\u7684\u6570\u636e\u76ee\u5f55\uff0c\u4ece\u800c\u4f7f\u5f97\u6570\u636e\u76ee\u5f55\u66f4\u52a0\u667a\u80fd\u5316\u548c\u81ea\u52a8\u5316\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u6444\u53d6\u548c\u6d41\u5f0f\u4f20\u8f93\u3002\u6570\u636e\u6444\u53d6\u662fData Fabric\u7684\u6570\u636e\u57fa\u7840\uff0c\u5904\u7406\u6570\u636e\u8fde\u63a5\u3001\u6444\u53d6\u3001\u6d41\u5f0f\u4f20\u8f93\u7b49\uff0c\u5c06\u6570\u636e\u52a0\u8f7d\u5230\u5927\u6570\u636e\u5b58\u50a8\u4e2d\u3002\u6570\u636e\u6444\u53d6\u9700\u8981\u80fd\u8986\u76d6\u6240\u6709\u6f5c\u5728\u7684\u6570\u636e\u7c7b\u578b\uff08\u7ed3\u6784\u5316\u3001\u975e\u7ed3\u6784\u5316\u7b49\uff09\u548c\u6570\u636e\u6765\u6e90\uff08\u8bbe\u5907\u3001\u65e5\u5fd7\u3001\u6570\u636e\u5e93\u3001\u70b9\u51fb\u3001\u5e94\u7528\u7a0b\u5e8f\u7b49\uff09\uff0c\u5e76\u901a\u8fc7\u591a\u79cd\u4f18\u5316\u65b9\u6cd5\u7f29\u77ed\u6570\u636e\u7684\u52a0\u8f7d\u65f6\u95f4\uff08\u5982\u5355\u4e2a\u3001\u5927\u6279\u91cf\u3001\u5c0f\u6279\u91cf\u7b49\uff09\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u5904\u7406\u548c\u6301\u4e45\u5316\u3002\u8be5\u5c42\u5229\u7528\u6570\u636e\u6e56\u3001\u6570\u636e\u4e2d\u5fc3\u3001\u6570\u636e\u4ed3\u5e93\u3001NoSQL \u548c\u5176\u4ed6\u6570\u636e\u7ec4\u4ef6\uff08\u5982\u6570\u636e\u7ba1\u9053\uff09\u6765\u5904\u7406\u548c\u4fdd\u5b58\u6570\u636e\u4ee5\u4f9b\u4f7f\u7528\u3002Data Fabric\u53ef\u4ee5\u5c06\u5904\u7406\u4e0b\u63a8\u5230\u5404\u79cd\u6570\u636e\u5b58\u50a8\u4e0a\uff0c\u4f8b\u5982\u6570\u636e\u6e56\u3001\u5bf9\u8c61\u5b58\u50a8\u3001NoSQL \u6216\u6570\u636e\u4ed3\u5e93\uff0c\u4ee5\u4fbf\u5728\u4e0e\u5176\u4ed6\u6765\u6e90\u8fdb\u4e00\u6b65\u96c6\u6210\u4e4b\u524d\u4ec5\u83b7\u53d6\u90e8\u5206\u7684\u76f8\u5173\u6570\u636e\uff0c\u63d0\u5347\u6570\u636e\u7684\u67e5\u8be2\u6027\u80fd\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u7f16\u6392\u3002\u6570\u636e\u7f16\u6392\u901a\u8fc7\u8f6c\u6362\u3001\u96c6\u6210\u548c\u6e05\u6d17\u6570\u636e\uff0c\u5b9e\u65f6\u6216\u5373\u65f6\u7684\u652f\u6301\u5404\u79cd\u6570\u636e\u4f7f\u7528\u573a\u666f\u3002\u5176\u901a\u8fc7\u4e00\u4e9b\u6280\u672f\u5b8c\u6210\u8de8\u6e90\u6570\u636e\u7684\u96c6\u6210\u8bbf\u95ee\uff0c\u5e76\u901a\u8fc7\u7edf\u4e00\u7684\u3001\u6807\u51c6\u5316\u7684API\u7684\u65b9\u5f0f\u5c06\u96c6\u6210\u8f6c\u5316\u540e\u7684\u6570\u636e\u5bf9\u5916\u63d0\u4f9b\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u53d1\u73b0\u3002\u6570\u636e\u53d1\u73b0\u80fd\u529b\u76f4\u63a5\u89e3\u51b3\u6216\u8005\u5f31\u5316\u4e86\u6570\u636e\u5b64\u5c9b\u95ee\u9898\uff0c\u81ea\u52a8\u53d1\u73b0\u8de8\u573a\u666f\u7684\u6570\u636e\uff0c\u901a\u8fc7\u6570\u636e\u5efa\u6a21\u3001\u6570\u636e\u51c6\u5907\u4ee5\u53ca\u865a\u62df\u5316\u7b49\u6280\u672f\u7ec4\u4ef6\u4e3a\u6570\u636e\u4f7f\u7528\u8005\u51c6\u5907\u597d\u53ef\u7528\u7684\u6570\u636e\u8d44\u4ea7\uff0c\u5e76\u4ee5\u56fe\u7684\u5448\u73b0\u65b9\u5f0f\u8fdb\u884c\u6570\u636e\u53d1\u73b0\u548c\u4f7f\u7528\u3002\u5176\u4e2d\u6570\u636e\u865a\u62df\u5316\u6280\u672f\u6bd4\u8f83\u5173\u952e\uff0c\u5176\u7528\u4e8e\u521b\u5efa\u53ef\u4ee5\u5b9e\u65f6\u8bbf\u95ee\u7684\u6570\u636e\u865a\u62df\u89c6\u56fe\uff0c\u8fdb\u884c\u8de8\u5c9b\u67e5\u8be2[25]\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u8bbf\u95ee\u3002\u7528\u6237\u901a\u8fc7\u81ea\u670d\u52a1\u7684\u65b9\u5f0f\u8fdb\u884c\u6570\u636e\u8bbf\u95ee\uff08\u5982\u5e94\u7528\u7a0b\u5e8f\u3001\u5de5\u5177\u3001\u4eea\u8868\u76d8\u3001\u89e3\u51b3\u65b9\u6848\u7b49\uff09\uff0c\u5e76\u901a\u8fc7\u9ad8\u6027\u80fd\u7f13\u5b58\u4ee5\u53ca\u5176\u4ed6\u6301\u4e45\u5316\u5b58\u50a8\u6280\u672f\u4fdd\u969c\u6570\u636e\u7684\u8bbf\u95ee\u6027\u80fd\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>Gartner<\/h4>\n<p>\u6b63\u5982\u4e0a\u9762\u63d0\u5230\u7684\uff0cGartner\u5c06Data Fabric\u5b9a\u4e49\u6210\u6570\u636e\u548c\u8fde\u63a5\u8fc7\u7a0b\u7684\u81ea\u52a8\u5316\u96c6\u6210\uff0c\u901a\u8fc7\u5bf9\u73b0\u6709\u7684\u3001\u53ef\u63a2\u67e5\u548c\u63a8\u65ad\u7684\u5143\u6570\u636e\u8fdb\u884c\u6301\u7eed\u7684\u5206\u6790\uff08\u5373\u6211\u4eec\u5e38\u8bf4\u7684\u4e3b\u52a8\u5143\u6570\u636e\uff09\uff0c\u53d1\u73b0\u53ef\u7528\u6570\u636e\u4e4b\u95f4\u72ec\u7279\u7684\u3001\u4e0e\u4e1a\u52a1\u76f8\u5173\u7684\u5173\u7cfb\uff0c\u4ece\u800c\u91cd\u65b0\u8bbe\u8ba1\u548c\u6539\u8fdb\u51b3\u7b56[26]\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u57fa\u4e8eData Fabric\u5e73\u53f0\uff0c\u53ef\u4ee5\u5c06\u751f\u4ea7\u5ef6\u8fdf\u4e0e\u4f9b\u5e94\u5546\u5ef6\u8fdf\u4ea4\u4ed8\u5efa\u7acb\u5173\u7cfb\uff0c\u4ece\u800c\u53ca\u65f6\u751a\u81f3\u63d0\u524d\u53d1\u73b0\u98ce\u9669\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/857183cacf814e1c8895c3efb1f1ad41.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c7\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c7\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u540c\u6837\u7684\uff0c\u6211\u4eec\u53ef\u4ee5\u4eceGartner\u5bf9\u4e8eData Fabric\u4f9b\u5e94\u5546\u7684\u9009\u62e9\u6807\u51c6\u4ee5\u53ca\u80fd\u529b\u652f\u67f1\u4e24\u4e2a\u65b9\u9762\uff0c\u6765\u4e86\u89e3Data Fabric\u5e94\u8be5\u5177\u5907\u7684\u5177\u4f53\u80fd\u529b\u3002<\/p>\n<p>\uff081\uff09Data Fabric\u4f9b\u5e94\u5546\u6807\u51c6<\/p>\n<p>Gartner\u7ed9\u51fa\u4e86\u5728\u8bc4\u4f30\u4f9b\u5e94\u5546\u5de5\u5177\u6216\u8005\u5e73\u53f0\u7684Data Fabric\u80fd\u529b\u65f6\uff0c\u9700\u8981\u751a\u81f3\u5fc5\u987b\u5173\u6ce8\u7684\u80fd\u529b\u6216\u8005\u7ec4\u4ef6[10]\uff1a<\/p>\n<ul>\n<li>\n<p>\u6570\u636e\u76ee\u5f55\u4ee5\u53ca\u5448\u73b0\u65b9\u5f0f\uff1aData Fabric\u7684\u89e3\u51b3\u65b9\u6848\u80fd\u591f\u521b\u5efa\u548c\u4ea4\u4ed8\u6570\u636e\u548c\u8fde\u63a5\u6570\u636e\u7684\u589e\u5f3a\u6570\u636e\u76ee\u5f55\uff08\u7528\u6765\u76d8\u70b9\u5404\u79cd\u5143\u6570\u636e\uff09\uff0c\u5e76\u80fd\u591f\u57fa\u4e8e\u56fe\u8868\u7684\u5f62\u5f0f\u5448\u73b0\u5143\u6570\u636e\u5173\u7cfb\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u6a21\u578b\u7684\u7075\u6d3b\u6027\uff1a\u89e3\u51b3\u65b9\u6848\u9700\u8981\u63d0\u4f9b\u901a\u8fc7\u5143\u6570\u636e\u521b\u5efa\u7075\u6d3b\u7684\u6570\u636e\u6a21\u578b\u7684\u529f\u80fd\uff0c\u800c\u4e0d\u662f\u521b\u5efa\u521a\u6027\u6570\u636e\u6a21\u578b\uff08\u901a\u5e38\u7531RD\u5728\u8bbe\u8ba1\u65f6\u4ea4\u4ed8\uff09\uff0c\u4ece\u800c\u5feb\u901f\u5e94\u5bf9\u5f53\u524d\u4ee5\u53ca\u4e0d\u65ad\u53d8\u5316\u7684\u6570\u636e\u5e94\u7528\u573a\u666f\u3002\u5176\u5e94\u8be5\u901a\u8fc7\u56fe\u5f62\u6570\u636e\u8fdb\u884c\u5b58\u50a8\uff0c\u4ece\u800c\u652f\u6301\u521b\u5efa\u7075\u6d3b\u7684\u77e5\u8bc6\u56fe\u8c31\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bed\u4e49\u5316\u7684\u6570\u636e\u6a21\u578b\uff1a\u89e3\u51b3\u65b9\u6848\u9700\u8981\u80fd\u652f\u6301\u4e1a\u52a1\u56e2\u961f\u5c06\u8bed\u4e49\u6ce8\u5165\u5230\u8fd9\u4e9b\u6570\u636e\u6a21\u578b\u4e0a\uff0c\u4e1a\u52a1\u65b9\u53ef\u4ee5\u901a\u8fc7\u5206\u7c7b\u6cd5\u548c\u672c\u4f53\u8fdb\u884c\u80fd\u4f53\u73b0\u4e1a\u52a1\u4ef7\u503c\u7684\u8bed\u4e49\u4e30\u5bcc\u3002<\/p>\n<\/li>\n<li>\n<p>\u77e5\u8bc6\u56fe\u8c31\uff1a\u63d0\u4f9b\u67e5\u8be2\u77e5\u8bc6\u56fe\u4e2d\u6570\u636e\u6a21\u578b\u7684\u9009\u9879\uff08\u4f7f\u7528\u5e7f\u6cdb\u91c7\u7528\u7684\u67e5\u8be2\u6280\u672f\uff0c\u5982 SQL\u3001GraphQL [\u7528\u4e8e API \u8bbf\u95ee\u56fe\u5f62\u6570\u636e\u5e93]\u3001SPARQL [RDF \u7684 W3 \u6807\u51c6] \u548c\u865a\u62df\u8bbf\u95ee [\u901a\u8fc7\u6570\u636e\u865a\u62df\u5316\u6216\u96c6\u6210\u6280\u672f]\u7b49\uff09\u3002Data Fabric\u5e73\u53f0\u5e94\u8be5\u662f\u7efc\u5408\u6570\u636e\u96c6\u6210\u5e73\u53f0\uff0c\u80fd\u591f\u4ee5\u591a\u79cd\u65b9\u5f0f\uff08\u5982\u6279\u5904\u7406\u3001\u865a\u62df\u3001\u6d41\u548c\u6d88\u606f\u4f20\u9012\uff09\u4ece\u8bed\u4e49\u4e30\u5bcc\u7684\u6570\u636e\u6a21\u578b\u4e2d\u4ea4\u4ed8\u6570\u636e\u3002<\/p>\n<\/li>\n<li>\n<p>AI\/ML\u80fd\u529b\u96c6\u6210\uff1aData Fabric\u4f9b\u5e94\u5546\u9700\u8981\u63d0\u4f9b\u4e00\u4e2a AI\/ML \u5de5\u5177\u5305\uff0c\u968f\u7740\u66f4\u591a\u6570\u636e\u8fde\u63a5\u5230Data Fabric\u5e73\u53f0\uff0c\u8be5\u5de5\u5177\u5305\u53ef\u4ee5\u4e0d\u65ad\u7684\u901a\u8fc7\u7b97\u6cd5\u6765\u4f18\u5316\u77e5\u8bc6\u56fe\u8c31\u3002Data Fabric\u8fd8\u53ef\u4ee5\u901a\u8fc7AI\u80fd\u529b\u5c06\u88ab\u52a8\u5143\u6570\u636e\u8f6c\u6362\u6210\u4e3b\u52a8\u5143\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u51b3\u7b56\u5f15\u64ce\u6216\u8005\u5176\u4ed6\u65b9\u5f0f\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6570\u636e\u96c6\u6210\u548c\u6570\u636e\u7ba1\u7406\u3002<\/p>\n<\/li>\n<li>\n<p>\u5f02\u6784\u6570\u636e\u6e90\u8fde\u63a5\u80fd\u529b\uff1a\u5177\u5907\u5206\u5e03\u5f0f\u548c\u591a\u6837\u5316\u6570\u636e\u6e90\u7684\u8fde\u63a5\u9009\u9879\uff0c\u7528\u4e8e\u6570\u636e\u6444\u53d6\u548c\u96c6\u6210\u3002<\/p>\n<\/li>\n<li>\n<p>\u7f16\u6392\u80fd\u529b\u3002\u901a\u8fc7\u654f\u6377\u6570\u636e\u7ba1\u9053\u5bf9\u8fd9\u4e9b\u5404\u79cd\u7ec4\u4ef6\u8fdb\u884c\u6700\u7ec8\u7f16\u6392\u548c\u4ea4\u4ed8\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\uff082\uff09Data Fabric\u7684\u80fd\u529b\u652f\u67f1<\/p>\n<p>Gartner\u5b9a\u4e49\u4e86Data Fabric\u76846\u79cd\u6838\u5fc3\u80fd\u529b\uff0c\u5982\u4e0b\u56fe[20]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/46cdd6ab69364c25a63ac6cb08bdc2a3.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c8\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c8\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>1. \u589e\u5f3a\u6570\u636e\u76ee\u5f55<\/p>\n<p>\u6570\u636e\u76ee\u5f55\u662f\u6574\u4e2a\u67b6\u6784\u7684\u57fa\u7840\uff0c\u5176\u901a\u8fc7\u5143\u6570\u636e\u5bf9\u6570\u636e\u8d44\u4ea7\u8fdb\u884c\u7ec4\u7ec7\u548c\u7ba1\u7406[27]\u3002\u5728\u6570\u636e\u76ee\u5f55\u4e0a\uff0c\u4f7f\u7528 AI\/ML\u8fdb\u884c\u81ea\u52a8\u5316\u6536\u96c6\u548c\u5206\u6790\u6240\u6709\u5f62\u5f0f\u7684\u5143\u6570\u636e\u4ee5\u53ca\u6570\u636e\u4e0a\u4e0b\u6587\uff0c\u5305\u62ec\u6280\u672f\u5143\u6570\u636e\uff08\u5982\u6570\u636e\u7c7b\u578b\u3001\u6570\u636e\u6a21\u578b\u7b49\uff09\u3001\u4e1a\u52a1\u5143\u6570\u636e\uff08\u5982\u4e1a\u52a1\u6807\u8bb0\u3001\u4e1a\u52a1\u7b56\u7565\u3001\u4e1a\u52a1\u5173\u7cfb\u7b49\uff09\u3001\u64cd\u4f5c\u5143\u6570\u636e\uff08\u5982\u6570\u636e\u64cd\u4f5c\u3001\u6570\u636e\u8840\u7f18\u3001\u6570\u636e\u6027\u80fd\u7b49\uff09\u3001\u793e\u4f1a\u5143\u6570\u636e\uff08\u5982\u5b9e\u4f53\u5173\u7cfb\u3001UGC\u3001\u8bc4\u4ef7\u7b49\uff09\u7b49\u7b49\uff0c\u4e3a\u5f62\u6210\u8bed\u4e49\u77e5\u8bc6\u56fe\u8c31\u4ee5\u53ca\u4e3b\u52a8\u5143\u6570\u636e\u505a\u6570\u636e\u5185\u5bb9\u4e0a\u7684\u51c6\u5907\u3002<\/p>\n<p>2. \u8bed\u4e49\u77e5\u8bc6\u56fe\u8c31<\/p>\n<p>\u521b\u5efa\u548c\u7ba1\u7406\u77e5\u8bc6\u56fe\u8c31\uff0c\u5e76\u4f7f\u7528 AI\/ML \u7b97\u6cd5\u8fdb\u884c\u5b9e\u4f53\u8fde\u63a5\u4ee5\u53ca\u8fde\u63a5\u5173\u7cfb\u7684\u91cf\u5316\uff0c\u4ee5\u8bc6\u522b\u6216\u8005\u6dfb\u52a0\u4e30\u5bcc\u6570\u636e\u95f4\u7684\u5173\u7cfb\uff08\u5305\u62ec\u591a\u4e2a\u6570\u636e\u5b64\u5c9b\u95f4\u7684\u6570\u636e\u5173\u7cfb\uff0c\u6570\u636e\u4e0a\u4e0b\u6587\u4ee5\u53ca\u8bed\u4e49\u76f8\u5173\u6027\uff09\u7528\u4e8e\u6570\u636e\u6d1e\u5bdf\u5206\u6790\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u673a\u5668\u7406\u89e3\u548c\u6570\u636e\u63a8\u7406\u3002\u4ea7\u751f\u7684\u8bed\u4e49\u5316\u6570\u636e\u4e5f\u53ef\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u8bad\u7ec3\u4e0a\uff0c\u63d0\u5347\u9884\u6d4b\u7684\u7cbe\u51c6\u5ea6\u3002<\/p>\n<p>3. \u4e3b\u52a8\u5143\u6570\u636e<\/p>\n<p>\u4e3b\u52a8\u5143\u6570\u636e\u662f\u76f8\u5bf9\u4e8e\u9759\u6001\u7684\u88ab\u52a8\u5143\u6570\u636e\u800c\u8a00\u7684\u3002\u901a\u8fc7AI\/ML\u8f85\u52a9\u751f\u6210\u7684\u4e3b\u52a8\u5143\u6570\u636e\u662f\u652f\u6301\u81ea\u52a8\u5316\u6570\u636e\u96c6\u6210\u548c\u6570\u636e\u4ea4\u4ed8\u7684\u57fa\u7840\u80fd\u529b\uff0c\u4e3b\u52a8\u5143\u6570\u636e\u7684\u5f62\u6210\u4f9d\u8d56\u4e8e<\/p>\n<ul>\n<li>\n<p>\u53d1\u73b0\u5e76\u8fde\u63a5\u6240\u6709\u5f62\u5f0f\u7684\u5143\u6570\u636e\uff0c\u5f62\u6210\u72ec\u7279\u5e76\u4e0d\u65ad\u53d8\u5316\u7684\u5173\u7cfb\uff0c\u5e76\u4ee5\u56fe\u8fd9\u79cd\u6613\u4e8e\u7406\u89e3\u7684\u65b9\u5f0f\u94fe\u63a5\u548c\u5448\u73b0\u5143\u6570\u636e\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n<\/li>\n<li>\n<p>\u901a\u8fc7\u5bf9\u5143\u6570\u636e\u5173\u7cfb\u56fe\u7684\u6301\u7eed\u8bbf\u95ee\u548c\u5206\u6790\uff0c\u4e0d\u65ad\u53d1\u73b0\u548c\u5f62\u6210\u5173\u952e\u6307\u6807\u3001\u7edf\u8ba1\u6570\u636e\u7b49\u65b0\u7684\u5173\u7cfb\u3002\u5982\u8bbf\u95ee\u9891\u6b21\u3001\u6570\u636e\u8840\u7f18\u3001\u6570\u636e\u6027\u80fd\u3001\u6570\u636e\u8d28\u91cf\u7b49\u3002<\/p>\n<\/li>\n<li>\n<p>\u5c06\u5143\u6570\u636e\u5173\u7cfb\u6570\u636e\u4f5c\u4e3a\u7279\u5f81\u53bb\u8bad\u7ec3\u548c\u4e30\u5bccAI\u7b97\u6cd5\uff0c\u540c\u65f6\u8fd9\u4e9b\u7b97\u6cd5\u53ef\u4ee5\u4ea7\u751f\u6216\u8005\u8fed\u4ee3\u5143\u6570\u636e\u7684\u8bed\u4e49\uff0c\u4ee5\u53ca\u6539\u8fdb\u6570\u636e\u96c6\u6210\u7684\u8bbe\u8ba1\u3001\u81ea\u52a8\u5316\u6d41\u7a0b\u3002<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/347c0ef215a54098910f7bb02440a1df.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c9\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c9\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>4. \u63a8\u8350\u5f15\u64ce<\/p>\n<p>\u63a8\u8350\u5f15\u64ce\u4e0e\u4e1a\u52a1\u76f8\u5173\uff0c\u5c06\u57fa\u4e8e\u4e13\u5bb6\u7ecf\u9a8c\u5f62\u6210\u7684\u89c4\u5219\u6216\u8005\u673a\u5668\u6a21\u578b\u5b66\u4e60\u7684\u7ed3\u679c\uff0c\u4ee5\u53ca\u7ed3\u5408\u4e3b\u52a8\u5143\u6570\u636e\uff0c\u7528\u5728\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u4ee5\u53ca\u4f18\u5316\u6539\u8fdb\u6570\u636e\u7684\u51c6\u5907\u8fc7\u7a0b\uff08\u5982\u96c6\u6210\u6d41\u7a0b\u6216\u8005\u5f15\u64ce\u4f18\u5316\uff09\uff0c\u5982\u5143\u6570\u636e\u63a8\u8350\u3001\u6d41\u7a0b\u63a8\u8350\u3001\u8d44\u4ea7\u63a8\u8350\u3001\u5efa\u8bae\u63a8\u8350\u3001\u6267\u884c\u8ba1\u5212\u63a8\u8350\u3001\u8ba1\u7b97\u5f15\u64ce\u63a8\u8350\u7b49[27]\u3002<\/p>\n<p>5. \u6570\u636e\u51c6\u5907\u548c\u6570\u636e\u4ea4\u4ed8<\/p>\n<p>Data Fabric\u7684\u6570\u636e\u51c6\u5907\u548c\u4ea4\u4ed8\u662f\u5728\u6570\u636epipline\u4e2d\u8fdb\u884c\u6570\u636e\u7684\u8f6c\u5316\u548c\u96c6\u6210\u3002\u6570\u636e\u96c6\u6210\u5bf9\u4e8eData Fabric\u81f3\u5173\u91cd\u8981\uff0c \u901a\u8fc7\u6279\u5904\u7406\u3001\u6570\u636e\u590d\u5236\u3001\u6570\u636e\u540c\u6b65\u3001\u6d41\u6570\u636e\u96c6\u6210\u4ee5\u53ca\u6570\u636e\u865a\u62df\u5316\uff08\u5728\u6570\u636e\u67e5\u8be2\u65f6\u5b8c\u6210\u6570\u636e\u8f6c\u5316\uff09\u7b49\u65b9\u5f0f\u8fdb\u884c\u8de8\u6e90\u3001\u8de8\u73af\u5883\uff08\u5982\u591a\u4e91\u3001\u6df7\u5408\u4e91\u3001\u4f9b\u5e94\u5546\uff09\u7684\u6570\u636e\u96c6\u6210\uff0c\u5c06\u6570\u636e\u51c6\u5907\u6298\u53e0\u5230\u6570\u636e\u4ea4\u4ed8\u5c42\uff08\u5c06\u51c6\u5907\u597d\u7684\u6570\u636e\u8fdb\u884c\u4ea4\u4ed8\uff09\u3002<\/p>\n<p>6. \u6570\u636e\u7f16\u6392\u548cDataOps<\/p>\n<p>\u6570\u636e\u7f16\u6392\u662f\u7528\u4e8e\u9a71\u52a8\u6570\u636e\u51c6\u5907\u5de5\u4f5c\u6d41\u7684\u6d41\u7a0b\uff0c\u7528\u6765\u96c6\u6210\u3001\u8f6c\u6362\u548c\u4ea4\u4ed8\u5404\u79cd\u6570\u636e\u548c\u5206\u6790\u7528\u4f8b\u7684\u6570\u636e\u3002DataOps\u662f\u5c06\u7c7b\u4f3c\u4e8eDevOps\u7684\u6301\u7eed\u96c6\u6210\u3001\u6301\u7eed\u90e8\u7f72\u7684\u539f\u5219\u5e94\u7528\u4e8e\u6570\u636epipeline\uff0c\u66f4\u52a0\u654f\u6377\u548c\u4e25\u683c\u7684\u8fdb\u884c\u6570\u636e\u4ea4\u4ed8\u3002\u57fa\u4e8eAI\u7684\u81ea\u52a8\u5316\u6570\u636e\u7f16\u6392\u662fData Fabric\u67b6\u6784\u8bbe\u8ba1\u4ee5\u53ca\u843d\u5730\u7684\u5173\u952e\uff0c\u901a\u8fc7\u7ec4\u5408\u548c\u91cd\u7528\u96c6\u6210\u7ec4\u4ef6\uff0c\u5feb\u901f\u652f\u6301\u5f53\u4e0b\u4ee5\u53ca\u672a\u6765\u9700\u6c42\u3002\u5b58\u50a8\u548c\u8ba1\u7b97\u5206\u79bb\u662f\u672a\u6765\u6570\u636e\u7ba1\u7406\u7684\u8d8b\u52bf[10]\uff0cData Fabric\u901a\u8fc7\u81ea\u52a8\u5316\u6765\u7ba1\u7406\u548c\u7f16\u6392\u8de8\u7ec4\u7ec7\u3001\u8de8\u5e73\u53f0\u7684\u7684\u6570\u636epipeline\uff0c\u5305\u62ec\u6570\u636e\u6d41\u534f\u8c03\u3001\u7ef4\u62a4\u3001\u64cd\u4f5c\u3001\u6027\u80fd\u4f18\u5316\u3001\u96c6\u6210\u8d1f\u8f7d\u8c03\u5ea6\u7b49\uff0c\u5927\u5e45\u63d0\u9ad8\u6570\u636e\u7ba1\u7406\u56e2\u961f\u7684\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<\/p>\n<blockquote>\n<p>\u7f16\u6392\u548c\u7f16\u7ec7\u7684\u533a\u522b&nbsp;<\/p>\n<p>\u7f16\u5236\uff08orchestration\uff09\u548c\u7f16\u6392\uff08choreography\uff09\u90fd\u662f\u7528\u4e8e\u63cf\u8ff0\u201c\u5408\u6210Web\u670d\u52a1\u7684\u65b9\u5f0f\u201d\u7684\u672f\u8bed\uff0c\u7f16\u6392\u662f\u4e3a\u4e86\u4e1a\u52a1\u534f\u4f5c\u8fdb\u884c\u7684\u670d\u52a1\u5408\u6210\uff0c\u800c\u7f16\u5236\u662f\u4e3a\u4e1a\u52a1\u6d41\u7a0b\u8fdb\u884c\u7684\u670d\u52a1\u5408\u6210\u3002\u5176\u533a\u522b\u662f\uff0c\u524d\u8005\u662f\u5bf9\u7b49\u6a21\u578b\uff0c\u4e1a\u52a1\u6d41\u7a0b\u4e2d\u6216\u6709\u5f88\u591a\u7684\u534f\u4f5c\u65b9\uff0c\u5176\u5b9a\u4e49\u591a\u65b9\u5982\u4f55\u5728\u66f4\u5927\u7684\u4e1a\u52a1\u4e8b\u52a1\u4e2d\u8fdb\u884c\u534f\u4f5c\uff0c\u800c\u540e\u8005\u662f\u5c42\u6b21\u5316\u7684\u8bf7\u6c42\u8005\/\u63d0\u4f9b\u8005\u6a21\u578b\uff0c\u786e\u5b9a\u670d\u52a1\u7684\u6267\u884c\u987a\u5e8f\uff0c\u4ec5\u5b9a\u4e49\u4e86\u4f55\u65f6\u8c03\u7528\u4ec0\u4e48\u670d\u52a1\uff0c\u6ca1\u6709\u5b9a\u4e49\u591a\u65b9\u8be5\u5982\u4f55\u534f\u4f5c\u3002\u672c\u6587\u4e2d\u7684\u7f16\u6392\u5b9e\u8d28\u4e0a\u662f\u7f16\u5236\uff0c\u4f46\u8003\u8651\u5230\u7528\u8bed\u4e60\u60ef\uff0c\u672a\u505a\u533a\u5206\u3002<\/p>\n<\/blockquote>\n<h3>\u6570\u636e\u7f16\u7ec7\u4e0e\u5176\u4ed6\u6280\u672f\u7684\u5173\u7cfb\u662f\u4ec0\u4e48\uff1f<\/h3>\n<h4>Data Mesh<\/h4>\n<p>Data Mesh\u7531ThoughtWorks\u63d0\u51fa\uff08\u6e90\u81ea\u5176\u6280\u672f\u987e\u95eehamak Dehghani\u53d1\u8868\u7684\u4e24\u7bc7\u6587\u7ae0\uff1a\u300aHow to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh\u300b\u548c\u300aData Mesh Principles and Logical Architecture\u300b\uff09\uff0c\u5176\u501f\u9274\u4e86\u5fae\u670d\u52a1\u548c Service Mesh \u7684\u5206\u5e03\u5f0f\u67b6\u6784\u601d\u60f3\uff0c\u662f\u4e00\u79cd\u9886\u57df\u9a71\u52a8\u548c\u81ea\u670d\u52a1\u7684\u6570\u636e\u67b6\u6784\u8bbe\u8ba1\u65b0\u6a21\u5f0f\uff0c\u57fa\u4e8e\u9762\u5411\u9886\u57df\u53bb\u4e2d\u5fc3\u5316\u7684\u6570\u636e\u6240\u6709\u6743\u548c\u67b6\u6784\u3001\u6570\u636e\u4f5c\u4e3a\u4ea7\u54c1\u3001\u5e73\u53f0\u5316\u81ea\u52a9\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u4ee5\u53ca\u8054\u90a6\u8ba1\u7b97\u6cbb\u7406\u7b49\u56db\u4e2a\u57fa\u672c\u539f\u5219\u8fdb\u884c\u5efa\u8bbe\uff0c \u901a\u8fc7\u5c06\u7cfb\u7edf\u5212\u5206\u4e3a\u7531\u8f83\u5c0f\u7684\u8de8\u804c\u80fd\u56e2\u961f\u7ba1\u7406\u7684\u79bb\u6563\u57df\u6765\u89e3\u51b3\u5927\u578b\u3001\u590d\u6742\u3001\u5355\u4f53\u6570\u636e\u67b6\u6784\u7684\u95ee\u9898\uff0c\u5982\u7f3a\u4e4f\u6570\u636e\u6240\u6709\u6743\uff08\u8fd9\u4e2a\u662f\u6838\u5fc3\uff0c\u73b0\u5728\u90fd\u5b58\u5728\u7740\u6570\u636e\u7684\u6240\u6709\u6743\u5230\u5e95\u5f52\u8c01\uff0c\u8fd9\u4e2a\u95ee\u9898\u4e0a\u975e\u5e38\u5927\u7684\u4e89\u8bae\u4ee5\u53ca\u53ef\u8ba8\u8bba\u7684\u7a7a\u95f4\uff09\u3001\u7f3a\u4e4f\u6570\u636e\u8d28\u91cf\u7ba1\u7406\u3001\u7ec4\u7ec7\u96be\u4ee5\u6269\u5c55\u3002\u5176\u6838\u5fc3\u76ee\u6807\u662f\u5c06\u6570\u636e\u89c6\u4e3a\u4e00\u79cd\u4ea7\u54c1\uff0c\u901a\u8fc7\u5229\u7528\u9762\u5411\u9886\u57df\u7684\u81ea\u52a9\u8bbe\u8ba1[28]\u6765\u5b9e\u73b0\u65e5\u76ca\u5e9e\u5927\u3001\u591a\u6837\u5316\u4e14\u65e0\u5904\u4e0d\u5728\u7684\u6570\u636e\u96c6\u7684\u8de8\u57df\u8bbf\u95ee\u9700\u6c42[29]\uff0c\u4f7f\u6570\u636e\u6d88\u8d39\u8005\u80fd\u591f\u53d1\u73b0\u3001\u7406\u89e3\u3001\u4fe1\u4efb\u548c\u4f7f\u7528\u6570\u636e\/\u6570\u636e\u4ea7\u54c1\uff08\u5206\u5e03\u5728\u4e0d\u540c\u9886\u57df\uff09\u6765\u63a8\u52a8\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u548c\u8ba1\u5212\u3002<\/p>\n<p>Data Mesh\u7684\u903b\u8f91\u67b6\u6784\u5982\u4e0b[30]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/957f28b8116349cdb671989d66233125.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c10\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c10\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<p>\u867d\u7136Data Mesh\u4e0eData Fabric\u89e3\u51b3\u7684\u95ee\u9898\u662f\u7c7b\u4f3c\u7684\uff0c\u5982\u5982\u4f55\u7ba1\u7406\u5f02\u6784\u6570\u636e\u6e90\u4e2d\u7684\u6570\u636e\uff0c\u4f46\u89e3\u51b3\u7684\u601d\u8def\u548c\u65b9\u5f0f\u662f\u4e0d\u4e00\u6837\u7684\uff0cData Fabric\u901a\u8fc7\u6784\u5efa\u865a\u62df\u7ba1\u7406\u5c42\u6765\u89e3\u51b3\u5206\u5e03\u5f0f\u6570\u636e\uff0cData Mesh\u5219\u503e\u5411\u4e8e\u901a\u8fc7\u4e00\u4e9b\u901a\u7528\u7684\u6cbb\u7406\u89c4\u5219\uff0c\u5404\u4e2a\u56e2\u961f\u72ec\u7acb\u3001\u4ee5\u5404\u81ea\u7684\u65b9\u5f0f\u8fdb\u884c\u6570\u636e\u7684\u7ba1\u7406[30]\u3002\u5177\u4f53\u7684\u5dee\u5f02\u70b9\u5982\u4e0b\uff1a<\/p>\n<p>\uff081\uff09API \u7684\u8bbf\u95ee\u65b9\u5f0f\u4e0d\u540c\u3002Forrester\u526f\u603b\u88c1Noel Yuhanna\u8ba4\u4e3a\u8fd9\u662f\u4e24\u8005\u4e4b\u95f4\u4e3b\u8981\u7684\u4e0d\u540c\u70b9\u3002Data Mesh\u662f\u9762\u5411\u5f00\u53d1\u540c\u5b66\u3001API\u9a71\u52a8\u7684\u89e3\u51b3\u65b9\u6848 \uff0c\u9700\u8981\u4e3aAPI\u7f16\u5199\u5b9e\u73b0\u4ee3\u7801\uff08\u56e0\u4e3a\u6570\u636e\u5c5e\u4e8e\u4e0d\u540c\u7684\u9886\u57df\uff09\uff0c\u800cData Fabric\u76f8\u53cd\uff0c\u5176\u901a\u8fc7\u4f4e\u4ee3\u7801\u3001\u65e0\u4ee3\u7801\u7684\u65b9\u5f0f\u8fdb\u884c\u8bbe\u8ba1\uff0cAPI\u96c6\u6210\u5728\u67b6\u6784\u5185\u8fdb\u884c\u5b9e\u73b0\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u4f7f\u7528\u5b83[30]\u3002<\/p>\n<p>\uff082\uff09\u601d\u60f3\u4e0d\u540c\u3002\u5fae\u8f6f\u5927\u6570\u636e\u67b6\u6784\u5e08James Serra\u8ba4\u4e3a\uff0c\u867d\u7136Data Fabric\u548cData Mesh \u90fd\u63d0\u4f9b\u4e86\u8de8\u6280\u672f\u3001\u8de8\u5e73\u53f0\u7684\u4f7f\u7528\u6570\u636e\u7684\u67b6\u6784\uff0c\u4f46\u524d\u8005\u4ee5\u6280\u672f\u4e3a\u4e2d\u5fc3\uff0c\u662f\u5c06\u591a\u79cd\u6280\u672f\u8fdb\u884c\u7ec4\u5408\u4f7f\u7528\uff0c\u7531 AI\/ML \u9a71\u52a8\u7684\u589e\u5f3a\u548c\u81ea\u52a8\u5316\u3001\u667a\u80fd\u5143\u6570\u636e\u57fa\u7840\u548c\u5f3a\u5927\u7684\u6280\u672f\u9aa8\u5e72\uff08\u5373\u4e91\u539f\u751f\u3001\u57fa\u4e8e\u5fae\u670d\u52a1\u3001API \u9a71\u52a8\u3001\u53ef\u4e92\u64cd\u4f5c\u548c\u5f39\u6027\uff09\u652f\u6301\uff0c\u66f4\u591a\u5730\u662f\u5173\u4e8e\u7ba1\u7406\u6570\u636e\u6280\u672f\uff08\u96c6\u6210\u67b6\u6784\uff09\uff0c\u800c\u540e\u8005\u5219\u4fa7\u91cd\u4e8e\u7ec4\u7ec7\u7ed3\u6784\u548c\u6587\u5316\u53d8\u9769\u6765\u5b9e\u73b0\u654f\u6377\u6027\uff0c\u53ef\u4ee5\u5728\u4e8e\u6280\u672f\u65e0\u5173\u7684\u6846\u67b6\u5185\u6307\u5bfc\u65b9\u6848\u8bbe\u8ba1[32]\uff0c\u5404\u6570\u636e\u9886\u57df\u56e2\u961f\u53ef\u4ee5\u5728\u66f4\u7406\u89e3\u5176\u6240\u7ba1\u7406\u7684\u6570\u636e\u7684\u57fa\u7840\u4e0b\u5b9e\u73b0\u76f8\u5e94\u7684\u6570\u636e\u4ea7\u54c1\u7684\u4ea4\u4ed8\uff0c\u66f4\u591a\u7684\u662f\u7ba1\u7406\u4eba\u5458\u548c\u6d41\u7a0b\u3002<\/p>\n<p>\uff083\uff09\u6570\u636e\u4ea7\u54c1\u7684\u5b9e\u73b0\u601d\u8def\u4e0d\u540c\u3002Data Mesh \u5c06\u6570\u636e\u7684\u4ea7\u54c1\u601d\u7ef4\u4f5c\u4e3a\u6838\u5fc3\u8bbe\u8ba1\u539f\u5219[28]\uff0c\u5176\u6570\u636e\u662f\u5206\u5e03\u5f0f\u7684\uff0c\u6bcf\u7c7b\u6570\u636e\u90fd\u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u57df\uff08\u5373\u6570\u636e\u4ea7\u54c1\uff09\uff0c\u5b58\u50a8\u5728\u5bf9\u5e94\u7684\u7ec4\u7ec7\u4e2d\uff0c\u800cData Fabric\u6240\u6709\u7684\u6570\u636e\u90fd\u4f1a\u96c6\u4e2d\u5728\u4e00\u4e2a\u4f4d\u7f6e\uff08\u7269\u7406\u96c6\u4e2d\u6216\u865a\u62df\u96c6\u4e2d\uff09\uff0c\u5bf9\u5916\u63d0\u4f9b\u80fd\u529b[33]\u3002\u5176\u5b9e\uff0c\u57fa\u4e8e\u6570\u636e\u865a\u62df\u5316\u96c6\u6210\u6280\u672f\u7684Data Fabric\uff0c\u5176\u6570\u636e\u4e5f\u662f\u5206\u5e03\u5f0f\u7684\uff0c\u901a\u8fc7\u865a\u62df\u903b\u8f91\u6570\u636e\u6a21\u578b\u5bf9\u5916\u7edf\u4e00\u63d0\u4f9b\u6570\u636e\u4f7f\u7528\u3002<\/p>\n<p>\uff084\uff09\u6570\u636e\u8d44\u4ea7\u7684\u81ea\u52a8\u5316\u65b9\u5f0f\u4e0d\u540c\u3002Data Fabric\u5229\u7528\u57fa\u4e8e\u4e30\u5bcc\u7684\u4f01\u4e1a\u5143\u6570\u636e\u57fa\u7840\uff08\u4f8b\u5982\u77e5\u8bc6\u56fe\uff09\u6765\u53d1\u73b0\u3001\u8fde\u63a5\u3001\u8bc6\u522b\u3001\u5efa\u8bae\u548c\u5411\u6570\u636e\u6d88\u8d39\u8005\u63d0\u4f9b\u6570\u636e\u8d44\u4ea7\u7684\u81ea\u52a8\u5316\uff0c\u800cData Mesh\u5219\u4f9d\u8d56\u4e8e\u6570\u636e\u4ea7\u54c1\/\u57df\u6240\u6709\u8005\u6765\u63a8\u52a8\u6570\u636e\u9700\u6c42[28]\u3002<\/p>\n<p>\uff085\uff09\u4f9d\u8d56\u5173\u7cfb\u4e0d\u540c\u3002Data Fabric\u65e0\u9700\u4f9d\u8d56Data Mesh\u7684\u5b9e\u8df5\u5373\u53ef\u5b9e\u65bd\uff0c\u800cData Mesh\u5219\u5fc5\u987b\u5229\u7528Data Fabric\u6765\u652f\u6301\u6570\u636e\u5bf9\u8c61\u548c\u4ea7\u54c1\u7684\u9a8c\u8bc1[32]\u3002<\/p>\n<p>\uff086\uff09\u81ea\u52a8\u5316\u7a0b\u5ea6\u4e0d\u540c\u3002Data Fabric\u9f13\u52b1\u589e\u5f3a\u6570\u636e\u7ba1\u7406\u548c\u8de8\u5e73\u53f0\u7f16\u6392\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u4eba\u5de5\u8bbe\u8ba1\u3001\u90e8\u7f72\u548c\u7ef4\u62a4\u5de5\u4f5c\u3002Data Mesh\u5219\u503e\u5411\u4e8e\u5bf9\u73b0\u6709\u7cfb\u7edf\u7684\u624b\u52a8\u8bbe\u8ba1\u548c\u7f16\u6392\uff0c\u7531\u4e1a\u52a1\u9886\u57df\u6267\u884c\u6301\u7eed\u7ef4\u62a4\u3002<\/p>\n<p>\uff087\uff09\u89e3\u51b3\u65b9\u6848\u7684\u6210\u719f\u5ea6\u4e0d\u540c\u3002\u6210\u719f\u5ea6\u4e0a\u770b\uff0cData Fabric\u76ee\u524d\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5404\u79cd\u6570\u636e\u5e94\u7528\u573a\u666f\uff0c\u800cData Mesh\u4ecd\u7136\u5904\u5728\u4e00\u4e2a\u672a\u5f00\u53d1\u7684\u9636\u6bb5\u3002<\/p>\n<p>\u4e0b\u56fe\u662fGartner \u7ed9\u51fa\u7684 Data Fabric\u548cData Mesh\u7684\u5bf9\u6bd4\uff0c\u53ef\u4ee5\u4f5c\u4e3a\u53c2\u8003[32]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/93aa20ad32a1415dbe270127ee5380e1.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c11\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c11\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u4e0d\u540c\u7684\u516c\u53f8\u57fa\u4e8e\u81ea\u8eab\u7684\u6570\u636e\u7279\u70b9\uff08\u6570\u636e\u91cf\u3001\u6570\u636e\u901f\u5ea6\u3001\u6570\u636e\u7c7b\u578b\u7b49\uff09\u3001\u5b89\u5168\u7b56\u7565\u3001\u6280\u672f\u50a8\u5907\u3001\u6027\u80fd\u8981\u6c42\u3001\u8d44\u91d1\u6210\u672c\u7b49\uff0c \u5bf9\u4e8eData Fabric\u6216Data Mesh\u4f1a\u6709\u4e0d\u540c\u7684\u5177\u4f53\u843d\u5730\u65b9\u6848\u3002\u603b\u4e4b\uff0cData Mesh\u66f4\u591a\u5730\u662f\u5173\u6ce8\u4e8e\u4eba\u548c\u8fc7\u7a0b\u800c\u4e0d\u662f\u6280\u672f\u67b6\u6784\uff0c\u800cData Fabric\u662f\u4e00\u79cd\u6280\u672f\u67b6\u6784\u65b9\u6cd5\uff0c\u5b83\u4ee5\u4e00\u79cd\u667a\u80fd\u7684\u65b9\u5f0f\u6765\u5e94\u5bf9\u6570\u636e\u548c\u5143\u6570\u636e\u7684\u590d\u6742\u6027\u3002<\/p>\n<h4>\u6570\u636e\u865a\u62df\u5316&amp;\u6570\u636e\u96c6\u6210<\/h4>\n<p>\u6570\u636e\u865a\u62df\u5316\u6280\u672f\u4f5c\u4e3a\u4e00\u79cd\u88ab\u5e02\u573a\u5145\u5206\u9a8c\u8bc1\u7684\u6210\u719f\u6280\u672f\u51fa\u73b0\u5728Gartner \u53d1\u5e03\u7684\u300a2021 \u6570\u636e\u7ba1\u7406\u6280\u672f\u6210\u719f\u5ea6\u66f2\u7ebf\u62a5\u544a\u300b\u4e2d\uff0c\u5b83\u662f\u4e00\u79cd\u5c06\u53ef\u7528\u6570\u636e\u8f6c\u6362\u6210\u5206\u6790\u548c\u62a5\u544a\u6240\u9700\u5f62\u5f0f\u7684\u53ef\u9009\u62e9\u6280\u672f\uff0c\u5176\u5b58\u5728\u4e8e\u6570\u636e\u4f7f\u7528\u8005\u4ee5\u53ca\u6570\u636e\u5b58\u50a8\u4e4b\u95f4\uff0c\u6570\u636e\u4f7f\u7528\u8005\u901a\u8fc7\u6570\u636e\u865a\u62df\u5c42\u8bbf\u95ee\u6570\u636e\uff0c\u6570\u636e\u865a\u62df\u5316\u5c42\u9690\u85cf\u6570\u636e\u5b58\u50a8[34]\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/75fca7cf73214e0a9e3ce94d3c8d5350.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c12\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c12\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\uff08\u6765\u81eahttps:\/\/www.tibco.com\/zh-hans\/reference-center\/what-is-data-virtualization\uff09<\/p>\n<\/p>\n<p>\u6570\u636e\u865a\u62df\u5316\u6280\u672f\u5e2e\u52a9\u6570\u636e\u5de5\u7a0b\u5e08\u65e0\u9700\u79fb\u52a8\u3001\u590d\u5236\u6570\u636e\u5373\u53ef\u96c6\u6210\u591a\u4e2a\u6570\u636e\u6e90\uff0c\u5728\u5185\u5b58\u4e2d\u8fdb\u884c\u6570\u636e\u7684\u7ec4\u5408\u3001\u51c6\u5907\u548c\u8f6c\u6362\uff0c\u5e76\u4ee5\u9700\u8981\u7684\u683c\u5f0f\u5448\u73b0\u6570\u636e\u3002\u6570\u636e\u865a\u62df\u5316\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u4ece\u6570\u636e\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u89c1\u89e3\u4ee5\u53ca\u66f4\u5feb\u7684\u54cd\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u5546\u4e1a\u5206\u6790\u9700\u6c42\uff0c\u540c\u65f6\uff0c\u4e0e\u6570\u636e\u590d\u5236\u3001\u79fb\u52a8\u76f8\u6bd4\uff0c\u6570\u636e\u865a\u62df\u5316\u53ef\u8282\u770150-75%\u7684\u6210\u672c[36]\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/ae81c96ec283483eb55f9e7272bf4bf8.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c13\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c13\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\uff08\u6765\u81eahttps:\/\/www.jamesserra.com\/archive\/2018\/02\/data-virtualization-vs-data-movement\/\uff09<\/p>\n<\/p>\n<p>\u6570\u636e\u96c6\u6210\u662f\u878d\u5408\u5f02\u6784\u5b58\u50a8\u96c6\u5408\u7684\u6570\u636e\u5e76\u6784\u9020\u7edf\u4e00\u6570\u636e\u89c6\u56fe\u7684\u8fc7\u7a0b\uff0c\u5305\u62ec\u4e86\u6570\u636e\u5408\u5e76\u3001\u6570\u636e\u8f6c\u6362\u3001\u6570\u636e\u6e05\u6d17\u7b49\u3002\u4f20\u7edf\u7684\u6570\u636e\u96c6\u6210\u4e13\u6ce8\u4e8e\u590d\u5236\u3001\u79fb\u52a8\u6570\u636e\uff0c\u5982ETL\u52a0\u5de5\u3001\u6570\u636e\u540c\u6b65\u7b49\u3002\u6570\u636e\u865a\u62df\u5316\u5219\u662f\u4e00\u79cd\u7ecf\u6d4e\u9ad8\u6548\u7684\u73b0\u4ee3\u6570\u636e\u96c6\u6210\u6280\u672f\uff0c\u76f4\u63a5\u8fde\u63a5\u6e90\u6570\u636e\uff0c\u4e0d\u4f9d\u8d56\u590d\u6742\u548c\u7e41\u7410\u7684ETL\u7cfb\u7edf\uff0c\u51cf\u5c11\u4e86\u591a\u6b21\u590d\u5236\u3001\u79fb\u52a8\u548c\u5b58\u50a8\u6570\u636e\u7684\u65f6\u95f4\u548c\u6210\u672c\uff0c\u540c\u65f6\u4e5f\u51cf\u5c11\u4e86\u4ea7\u751f\u6570\u636e\u9519\u8bef\u7684\u6982\u7387\u3002\u53e6\u5916\uff0c\u6570\u636e\u865a\u62df\u5316\u4e0d\u4ec5\u53ef\u4ee5\u505a\u6570\u636e\u5c42\u9762\u7684\u96c6\u6210\uff0c\u4e5f\u5305\u62ec\u63a5\u53e3\u5c42\u9762\u7684\u96c6\u6210\u3002\u56e0\u6b64\uff0c\u6570\u636e\u865a\u62df\u5316\u662f\u4e00\u79cd\u66f4\u7a33\u5b9a\u7684\u6280\u672f\u548c\u589e\u957f\u6700\u5feb\u7684\u6570\u636e\u96c6\u6210\u65b9\u5f0f[38]\u3002<\/p>\n<p>\u6570\u636e\u865a\u62df\u5316\u4e0eData Fabric\u7684\u5173\u7cfb\u4e0a\uff0c\u5982\u5728Data Fabric\u80fd\u529b\u5b9a\u4e49\u7ae0\u8282\u63d0\u5230\u7684\uff0c\u6570\u636e\u865a\u62df\u5316\u662fData Fabric\u67b6\u6784\u4e2d\u7684\u5173\u952e\u6280\u672f\u4e4b\u4e00\uff0c\u53ef\u4ee5\u5728\u4e0d\u79fb\u52a8\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u4ece\u6e90\u5934\u8bbf\u95ee\u6570\u636e\uff0c\u901a\u8fc7\u66f4\u5feb\u3001\u66f4\u51c6\u786e\u7684\u67e5\u8be2\u5e2e\u52a9\u7f29\u77ed\u5b9e\u73b0\u4e1a\u52a1\u4ef7\u503c\u7684\u65f6\u95f4\u3002Data Fabric \u7684\u6570\u636e\u865a\u62df\u5316\u5c42\u63d0\u4f9b\u4e86\u8de8\u5e73\u53f0\u654f\u6377\u96c6\u6210\u3001\u7edf\u4e00\u8bed\u4e49\u3001\u4f4e\u4ee3\u7801\u521b\u5efa\u6570\u636eAPI\uff08\u652f\u6301SQL\u3001REST\u3001OData\u548cGraphQL\u7b49\u6280\u672f\uff09\u3001\u667a\u80fd\u7f13\u5b58\u52a0\u901f\u7b49\u529f\u80fd\uff0c\u5728\u6570\u636e\u5904\u7406\u5f15\u64ce\u548c\u6570\u636e\u6d88\u8d39\u8005\u4e4b\u95f4\u67b6\u8d77\u4e86\u6865\u6881[39]\u3002\u5177\u4f53\u6570\u636e\u865a\u62df\u5316\u4e0eData Fabric\u7684\u5173\u7cfb\u5728\u672c\u6587\u7684\u540e\u7eed\u7ae0\u8282\u4e2d\u4f1a\u8fdb\u4e00\u6b65\u5448\u73b0\uff0c\u5982Denodo\u516c\u53f8\u57fa\u4e8e\u6570\u636e\u865a\u62df\u5316\u5e73\u53f0\u6784\u5efa\u4e86Data Fabric\u7684\u80fd\u529b\u3002<\/p>\n<h4>\u6570\u636e\u6e56<\/h4>\n<p>\u6570\u636e\u6e56(Data Lake)\u662fPentaho\u516c\u53f8\u63d0\u51fa\u6765\u4e00\u79cd\u6570\u636e\u5b58\u50a8\u7406\u5ff5\uff0c\u5176\u4f5c\u4e3a\u4e00\u4e2a\u96c6\u4e2d\u7684\u5b58\u50a8\u5e93\uff0c\u4ee5\u81ea\u7136\u683c\u5f0f\u8fdb\u884c\u6570\u636e\u7684\u5b58\u50a8\uff0c\u5305\u62ec\u4efb\u610f\u89c4\u6a21\u7684\u7ed3\u6784\u5316\uff08\u5982\u884c\u3001\u5217\u7684\u5173\u7cfb\u6570\u636e\u5e93\u6570\u636e\uff09\u3001\u534a\u7ed3\u6784\u5316\uff08\u5982\u65e5\u5fd7\u6587\u4ef6\u3001XML\u6587\u4ef6\u3001JSON\u7b49\uff09\u3001\u975e\u7ed3\u6784\u5316\uff08\u5982\u7f51\u9875\u3001\u6587\u6863\u3001PDF\u7b49\uff09\u4ee5\u53ca\u4e8c\u8fdb\u5236\uff08\u5982\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\uff09\u7b49\u539f\u59cb\u6570\u636e\uff0c\u5176\u4e2d\u7684\u6570\u636e\u53ef\u7528\u6765\u4f9b\u5b58\u53d6\u3001\u5904\u7406\u3001\u5206\u6790\u53ca\u4f20\u8f93\u3002\u56e0\u6b64\uff0c\u6570\u636e\u6e56\u53ef\u4ee5\u6bd4\u6570\u636e\u4ed3\u5e93\u66f4\u597d\u5730\u5904\u7406\u6570\u636e\u7684\u6d88\u8d39\u3001\u5b58\u50a8\u548c\u8f93\u51fa\uff0c\u5e76\u5e94\u7528\u5143\u6570\u636e\u4f7f\u5176\u6027\u80fd\u6bd4\u6570\u636e\u4ed3\u5e93\u66f4\u52a0\u7075\u6d3b\uff0c\u5728\u68c0\u7d22\u6570\u636e\u65f6\u4e0d\u9700\u8981\u505a\u4efb\u4f55\u5904\u7406[40]\u3002\u4e0b\u56fe\u5c55\u793a\u4e86\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u6e56\u3001\u6e56\u4ed3\u4e00\u4f53\uff08\u7ed3\u5408\u4e86\u6570\u636e\u4ed3\u5e93\u548c\u6570\u636e\u6e56\u7684\u4f18\u70b9\uff09\u7b49\u5927\u6570\u636e\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u7684\u6f14\u8fdb\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/37d5016266b34cb5b2ac28dc7e4029f0.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c14\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c14\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\uff08\u6765\u81ea\u4e8e\uff1ahttps:\/\/www.topcoder.com\/thrive\/articles\/databricks-community-edition-a-beginners-guide-part-4\uff09<\/p>\n<\/p>\n<p>Data Fabric\u4e0d\u662f\u6570\u636e\u6e56\u6216\u8005\u6570\u636e\u4ed3\u5e93\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u6570\u636e\u6e56\u662f\u5176\u5f02\u6784\u6570\u636e\u6e90\u4e4b\u4e00\uff08\u6570\u636e\u6e90\u53ef\u4ee5\u662f\u6570\u636e\u4ed3\u5e93\u3001\u6570\u636e\u6e56\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e1a\u52a1\u6570\u636e\u5e93\u7b49\u5176\u4ed6\u6570\u636e\u5b58\u50a8\uff09\uff0cData Fabric\u5c06\u5e94\u7528\u7a0b\u5e8f\u4e0e\u6570\u636e\u6e56\uff08\u6216\u8005\u6570\u636e\u4ed3\u5e93\uff09\u8fdb\u884c\u8fde\u63a5\uff0c\u901a\u8fc7\u7edf\u4e00\u7684\u6570\u636e\u7ba1\u7406\u6846\u67b6\u652f\u6301\u5728\u5206\u5e03\u5f0f\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u6570\u636e\u6d88\u8d39\u3002Data Fabric \u53ef\u4ee5\u4e3a\u6570\u636e\u6e56\u6216\u6570\u636e\u4ed3\u5e93\u63d0\u4f9b\u53ef\u4fe1\u7684\u6570\u636e\uff0c\u540c\u65f6\uff0c\u57fa\u4e8e\u6570\u636e\u6e56\uff08\u6216\u8005\u6570\u636e\u4ed3\u5e93\uff09\u7684Data Fabric \u4e3a\u4e1a\u52a1\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u6d1e\u5bdf\u80fd\u529b[30]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/db516325629a421fb1e15fea6b4d276e.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c15\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c15\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<h4>\u77e5\u8bc6\u56fe\u8c31<\/h4>\n<p>\u77e5\u8bc6\u56fe\u8c31\u7531Google\u63d0\u51fa\u5e76\u5e94\u7528\u5728\u641c\u7d22\u5f15\u5f15\u64ce\u4e0b\uff0c\u7528\u6765\u63d0\u5347\u641c\u7d22\u7ed3\u679c\u7684\u8d28\u91cf\u4ee5\u53ca\u7528\u6237\u4f53\u9a8c\u3002\u77e5\u8bc6\u56fe\u8c31\u662f\u7ed3\u6784\u5316\u7684\u8bed\u4e49\u77e5\u8bc6\u5e93\uff0c\u5176\u901a\u8fc7\u4e09\u5143\u7ec4\uff08\u5b9e\u4f53-\u5173\u7cfb-\u5b9e\u4f53\uff09\u4ee5\u53ca\u5b9e\u4f53&amp;\u5c5e\u6027\u7684\u952e\u503c\u5bf9\u6765\u63cf\u8ff0\u6982\u5ff5\uff08\u6216\u5bf9\u8c61\u3001\u4e8b\u4ef6\u7b49\uff09\u4ee5\u53ca\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u6784\u6210\u7f51\u72b6\u7684\u77e5\u8bc6\u7ed3\u6784\uff0c\u4ece\u800c\u4f7f\u4eba\u548c\u673a\u5668\u80fd\u591f\u5f88\u597d\u7684\u7406\u89e3\u548c\u4f7f\u7528\u6570\u636e\u95f4\u7684\u5173\u7cfb\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/190dfaabdfc44489932ee8f0a4684f30.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c16\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c16\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<p>\uff08\u6765\u81eahttps:\/\/zhidx.com\/p\/141295.html\uff09<\/p>\n<p>\u77e5\u8bc6\u56fe\u8c31\u7684\u5e94\u7528\u573a\u666f\u8f83\u591a\uff0cFacebook\u3001\u5fae\u8f6f\u3001\u8c37\u6b4c\u7b49\u90fd\u5c06\u77e5\u8bc6\u56fe\u8c31\u7684\u80fd\u529b\u5b9a\u4e49\u4e3a\u57fa\u7840\u8bbe\u65bd\uff0c\u5e94\u7528\u5728\u4e92\u8054\u7f51\u77e5\u8bc6\u7684\u77e5\u8bc6\u56fe\u8c31\u3001\u6570\u636e\u96c6\u6210\u7684\u77e5\u8bc6\u56fe\u8c31\u3001\u4eba\u5de5\u667a\u80fd\u7684\u77e5\u8bc6\u56fe\u8c31\uff08\u77e5\u8bc6\u56fe\u8c31\u53ef\u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u7684\u8f93\u5165\u548c\u8f93\u51fa\uff09\u7b49\u573a\u666f\u4e0b\u3002\u4ee5\u4e92\u8054\u7f51\u9886\u57df\u7684\u641c\u7d22\u573a\u666f\u4e3a\u4f8b\uff0c\u53ef\u4ee5\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u5b8c\u6210\u8bed\u4e49\u5316\u641c\u7d22\u3001\u5173\u8054\u641c\u7d22\u4ee5\u53ca\u7ed3\u6784\u5316\u5c55\u793a\uff0c\u6bd4\u5982\u641c\u7d22\u201c\u6e9c\u5a03\u201d\uff0c\u5e94\u8be5\u641c\u7d22\u51fa\u548c\u6e9c\u5a03\u6709\u5173\u7684\u6e38\u4e50\u573a\u3001\u6d3b\u52a8\u6216\u8005\u5176\u4ed6\u573a\u666f\uff0c\u641c\u7d22 \u201c\u4eca\u5929\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u7684\u65b0\u589e\u4eba\u6570\u201d\uff0c\u641c\u7d22\u5f15\u64ce\u53ef\u4ee5\u5b8c\u6210\u8bed\u4e49\u7406\u89e3\uff0c\u5e76\u76f4\u63a5\u7ed9\u5230\u6570\u636e\uff0c\u800c\u4e0d\u662f\u6587\u672c\u5339\u914d\uff0c\u53ef\u4ee5\u5bf9\u6bd4\u4e0bgoogle\u4e0emeituan\u3001google\u4ee5\u53cabaidu\u641c\u7d22\u7ed3\u679c\u7684\u5dee\u522b\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/4e3edf44e35e4b2086f0711ad5ae22aa.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c17\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c17\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>&nbsp; &nbsp; &nbsp;VS&nbsp; &nbsp; &nbsp;&nbsp;&nbsp; &nbsp;<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/99dc83525aae47beb4d745e6c10574b9.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c18\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c18\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/a9656637189346b9adc55c4847032151.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c19\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c19\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>VS<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/f7626d2e95784041823da317013cba36.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c20\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c20\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<p>\u77e5\u8bc6\u56fe\u8c31\u4e0e\u6570\u636e\u96c6\u6210\u7684\u7ed3\u5408\u5728\u4e1a\u754c\u7684\u7814\u7a76\u8d8a\u6765\u8d8a\u70ed\uff0c\u672a\u8fde\u63a5\u7684\u6570\u636e\u5bf9\u4f01\u4e1a\u6765\u8bb2\u8d8a\u6765\u8d8a\u662f\u4e00\u79cd\u8d1f\u62c5\uff0c\u5176\u901a\u8fc7\u94fe\u63a5\u8bed\u4e49\u5143\u6570\u636e\u66f4\u597d\u7684\u8ba9\u673a\u5668\u548c\u4eba\u7406\u89e3\u6570\u636e\u7684\u4e0a\u4e0b\u6587\uff0c\u5e76\u4f7f\u7528\u56fe\u6765\u7edf\u4e00\u6570\u636e\u800c\u4e0d\u6539\u53d8\u5176\u7269\u7406\u5b58\u50a8\uff0c\u4ece\u800c\u4e3a\u6570\u636e\u96c6\u6210\u3001\u7edf\u4e00\u3001\u5206\u6790\u548c\u5171\u4eab\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6846\u67b6\uff0c\u662f\u6570\u636e\u96c6\u6210\u7684\u7406\u60f3\u5de5\u5177\uff0c\u56e0\u6b64\u4e1a\u754c\u4e5f\u5c06\u77e5\u8bc6\u56fe\u8c31\u5b9a\u4e49\u6210\u201c\u4e00\u7ec4\u76f8\u4e92\u5173\u8054\u7684\u4fe1\u606f\uff0c\u80fd\u591f\u6709\u610f\u4e49\u5730\u5f25\u5408\u4f01\u4e1a\u6570\u636e\u5b64\u5c9b\uff0c\u5e76\u901a\u8fc7\u5173\u7cfb\u63d0\u4f9b\u7ec4\u7ec7\u6570\u636e\u7684\u6574\u4f53\u89c6\u56fe\u201d [41]\u3002\u77e5\u8bc6\u56fe\u8c31\u5411\u5f02\u6784\u6570\u636e\u6dfb\u52a0\u8bed\u4e49\uff0c\u901a\u8fc7\u56fe\u8fde\u63a5\u5404\u4e2a\u6570\u636e\u5b64\u5c9b\uff0c\u5f62\u6210\u7075\u6d3b\u7684\u865a\u62df\u6570\u636e\u5c42\uff0c\u4ece\u800c\u6ee1\u8db3\u5f53\u4eca\u5904\u7406\u5b9e\u65f6\u4fe1\u606f\u6e90\u548c\u4ece\u4e0d\u540c\u7cfb\u7edf\u4e2d\u7684\u6570\u636e\u4e2d\u68c0\u7d22\u77e5\u8bc6\u7684\u8981\u6c42[42]\uff0c\u5982\u679c\u6309\u7167\u516c\u5f0f\u5316\u7684\u65b9\u6cd5\u6765\u8868\u793a\u77e5\u8bc6\u56fe\u8c31\uff0c\u5219\u77e5\u8bc6\u56fe\u8c31=\u8bed\u4e49\u56fe\u8c31+AI+\u865a\u62df\u5316\u3002<\/p>\n<p>\u77e5\u8bc6\u56fe\u8c31\u662fData Fabric\u91cd\u8981\u7684\u7ec4\u6210\u90e8\u5206\u3002\u5982\u679c\u5c06Data Fabric\u7ffb\u8bd1\u6210\u6570\u636e\u7ecf\u7eac\u7684\u8bdd\uff0c\u90a3\u4e48\u77e5\u8bc6\u56fe\u8c31\u5219\u662f\u7ecf\u7eb1\u548c\u7eac\u7eb1\uff0c\u5176\u4f7f\u5f97Data Fabric\u652f\u6301\u52a8\u6001\u96c6\u6210\u4ee5\u53ca\u6570\u636e\u5e94\u7528\u7f16\u6392\uff0c\u800c\u4f5c\u4e3a\u57fa\u77f3\u7684\u6570\u636e\u76ee\u5f55\u4e5f\u662f\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u8fdb\u884c\u5b9e\u73b0\u7684\u3002\u77e5\u8bc6\u56fe\u8c31\u4f7f\u5f97Data Fabric\u5728\u826f\u6027\u5faa\u73af\u4e2d\u8fdb\u884c\u6301\u7eed\u8fd0\u8425\u548c\u53d1\u5c55\uff0c\u5982\u7075\u6d3b\u6027(\u53ef\u4ee5\u8868\u8fbe\u4efb\u4f55\u6570\u636e\u548c\u5143\u6570\u636e)\u3001\u53ef\u7ec4\u5408\u6027\uff08\u6613\u4e8e\u589e\u91cf\u8fdb\u5316\uff09\u3001\u8fde\u63a5\u6027\uff08\u8fde\u63a5\u6240\u6709\u6570\u636e\u548c\u5143\u6570\u636e\u201c\u5b64\u5c9b\u201d\uff09\u3001\u65e0\u7f1d\u6570\u636e\u6cbb\u7406\u3001\u9762\u5411\u672a\u6765\uff08\u57fa\u4e8e\u6807\u51c6\uff09\u3001\u8868\u73b0\u529b\uff08\u6700\u5168\u9762\u7684\u201c\u5f00\u7bb1\u5373\u7528\u201d \u6a21\u578b\uff09\u3001\u53ef\u96c6\u6210\u6027\uff08\u6700\u5b8c\u6574\u3001\u5f00\u653e\u548c\u7075\u6d3b\u7684 APIs\uff09\u3001\u667a\u80fd\uff08\u96c6\u6210\u63a8\u7406\u548c\u673a\u5668\u5b66\u4e60\uff09\u7b49[43]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/4bcc5c7cc38a47a58e187401b9aa7385.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c21\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c21\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<h3>Data Fabric\u5728\u5de5\u4e1a\u754c\u5982\u4f55\u843d\u5730\uff1f<\/h3>\n<p>\u4e0d\u540c\u4f9b\u5e94\u5546\u5bf9\u4e8eData Fabric\u7684\u4e0d\u540c\u7406\u89e3\u800c\u5f62\u6210\u7684\u4e0d\u540c\u5de5\u4e1a\u843d\u5730\u65b9\u6848\uff0c\u6211\u4eec\u8bd5\u56fe\u901a\u8fc7\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u66f4\u52a0\u6df1\u5165\u7684\u7406\u89e3Data Fabric\u7684\u672c\u8d28\uff0c\u5e76\u5f62\u6210\u81ea\u5df1\u7684\u72ec\u7279\u7684\u3001\u9002\u7528\u4e8e\u81ea\u5df1\u4e1a\u52a1\u573a\u666f\u4e0b\u7684Data Fabric\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>Data Fabric\u5728\u5de5\u4e1a\u754c\u5728\u5f88\u5f88\u591a\u5177\u4f53\u7684\u843d\u5730\u65b9\u6848\uff0c\u6211\u4eec\u9009\u53d6\u4e86\u90e8\u5206Forrester\u8ba4\u4e3a\u7684\u9876\u7ea7Data Fabric\u4f9b\u5e94\u5546\u7684\u89e3\u51b3\u65b9\u6848\u8fdb\u884c\u4ecb\u7ecd\uff0c\u5982IBM\u3001Talend\u3001SAP\u7b49[8]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/30334729559f4c108953cd3a9d1d6d8b.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c22\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c22\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<h4>IBM<\/h4>\n<p>IBM\u8ba4\u4e3aData Fabric\u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u6570\u636e\u7ba1\u7406\u5e73\u53f0\uff0c\u901a\u8fc7\u5305\u62ec\u53d1\u73b0\u3001\u6cbb\u7406\u3001\u7ba1\u7406\u548c\u7f16\u6392\u5728\u5185\u7684\u3001\u5168\u9762\u7684\u96c6\u6210\u6570\u636e\u7ba1\u7406\u529f\u80fd \uff0c\u5b9e\u73b0\u201c\u5728\u6b63\u786e\u7684\u65f6\u95f4\uff0c\u4ece\u4efb\u610f\u4f4d\u7f6e\uff0c\u5c06\u6b63\u786e\u7684\u6570\u636e\u4e0e\u6b63\u786e\u7684\u4eba\u8fde\u63a5\u8d77\u6765\uff0c\u4ece\u800c\u5168\u9762\u91ca\u653e\u6570\u636e\u4ef7\u503c\uff0c\u52a0\u901f\u4f01\u4e1a\u7684\u6570\u5b57\u5316\u8f6c\u578b\u201d\u7684\u76ee\u6807\u3002\u56e0\u6b64\uff0cData Fabric\u7684\u4ea7\u54c1\u6216\u8005\u5e73\u53f0\u9700\u8981\u5177\u59074\u4e2a\u65b9\u9762\u7684\u57fa\u672c\u80fd\u529b[44]\uff1a<\/p>\n<p>1) \u6570\u636e\u865a\u62df\u5316\uff1a\u5e73\u53f0\u80fd\u591f\u5728\u6570\u636e\u4e4b\u95f4\u5efa\u7acb\u865a\u62df\u8fde\u63a5\uff0c\u7b80\u5316\u6570\u636e\u8bbf\u95ee\u7684\u65b9\u5f0f\uff0c\u4ece\u800c\u51cf\u5c11\u6570\u636e\u590d\u5236\u7684\u6570\u91cf\u3002<\/p>\n<p>2) \u6570\u636e\u76ee\u5f55\uff1a\u5e73\u53f0\u9700\u8981\u5efa\u8bbe\u5728\u4f01\u4e1a\u7684\u6570\u636e\u76ee\u5f55\u4e4b\u4e0a\uff0c\u901a\u8fc7\u63cf\u8ff0\u6570\u636e\u53ca\u5176\u4e1a\u52a1\u542b\u4e49\uff0c\u5efa\u7acb\u5168\u57df\u77e5\u8bc6\u56fe\u8c31\uff0c\u5e76\u7ed3\u5408AI\u7b97\u6cd5\uff0c\u4ece\u800c\u4f7f\u6570\u636e\u76ee\u5f55\u53d8\u5f97\u66f4\u52a0\u81ea\u52a8\u5316\u3001\u667a\u80fd\u5316\u3002\u6570\u636e\u76ee\u5f55\u7684\u5efa\u8bbe\u80fd\u591f\u8ba9\u9700\u8981\u6570\u636e\u7684\u7528\u6237\u968f\u65f6\u4e86\u89e3\u4ed6\u6240\u9700\u8981\u7684\u6570\u636e\u5728\u54ea\u91cc\u3001\u6570\u636e\u8d28\u91cf\u5982\u4f55\u7b49\u3002<\/p>\n<p>3) \u81ea\u670d\u52a1\uff1a\u5efa\u7acb\u81ea\u52a8\u5316\u7684\u6570\u636e\u5e73\u53f0,\u5e76\u4e14\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u81ea\u670d\u52a1\u7684\u65b9\u5f0f\uff0c\u8bbf\u95ee\u5e76\u83b7\u53d6\u6570\u636e\u3002<\/p>\n<p>4) \u6570\u636e\u6cbb\u7406\uff1a\u901a\u8fc7\u63d0\u4f9b\u6574\u4f53\u7684\u81ea\u52a8\u5316\u7b56\u7565\uff0c\u786e\u4fdd\u6570\u636e\u5b89\u5168\uff0c\u589e\u52a0\u6570\u636e\u7684\u9690\u79c1\u548c\u6743\u9650\u4fdd\u62a4\uff0c\u5e76\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\u3002<\/p>\n<p>Cloud Pak for Data \u662fIBM\u5f00\u53d1\u7684\u5177\u6709\u6570\u636e\u7ba1\u7406\u3001\u76d1\u7ba1\u548c\u5206\u6790\u529f\u80fd\u7684Data Fabric\u5e73\u53f0\uff0c\u53ef\u7b80\u5316\u548c\u81ea\u52a8\u5316\u6570\u636e\u6536\u96c6\u3001\u7ec4\u7ec7\u548c\u5206\u6790\uff0c\u4ee5\u53ca\u52a0\u901fAI\u5728\u4f01\u4e1a\u80fd\u529b\u4e2d\u7684\u6ce8\u5165\uff0c\u5176\u529f\u80fd\u67b6\u6784\u4e3a[45]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/60a687dd0bc74aeb8ae11bb332e59ab3.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c23\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c23\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\uff081\uff09\u589e\u5f3a\u77e5\u8bc6<\/p>\n<p>\u589e\u5f3a\u77e5\u8bc6\u901a\u8fc7\u5143\u6570\u636e\u3001\u8bed\u4e49\u4ee5\u53ca\u77e5\u8bc6\u56fe\u8c31\uff0c\u6301\u7eed\u7684\u3001\u81ea\u52a8\u7684\u53d1\u73b0\u548c\u4e30\u5bcc\u6570\u636e\u8d44\u4ea7\uff0c\u5f62\u6210\u5bf9\u6570\u636e\u7684\u4e1a\u52a1\u7406\u89e3\uff0c\u7528\u4e8e\u5206\u6790\u4ee5\u63d0\u53d6\u6d1e\u5bdf\u529b\uff0c\u5e76\u6839\u636e\u6d1e\u5bdf\u7684\u7ed3\u679c\u91c7\u53d6\u76f8\u5e94\u7684\u884c\u52a8[46]\u3002<\/p>\n<p>\uff082\uff09\u667a\u80fd\u96c6\u6210<\/p>\n<p>\u901a\u8fc7\u63d0\u53d6\u3001\u865a\u62df\u5316\u3001\u8f6c\u6362\u548c\u6d41\u5f0f\u4f20\u8f93\u6570\u636e\u5b9e\u73b0\u6570\u636e\u6d88\u8d39\uff0c\u7531\u6570\u636e\u7b56\u7565\u9a71\u52a8\uff0c\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6570\u636e\u96c6\u6210\uff0c\u5e76\u5177\u6709\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u548c\u6570\u636e\u7b56\u7565\u51b3\u5b9a\u54ea\u79cd\u96c6\u6210\u65b9\u6cd5\u6700\u9002\u5408\u7684\u667a\u80fd\u5316\u80fd\u529b\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u6027\u80fd\uff0c\u540c\u65f6\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u6210\u672c\u3002<\/p>\n<p>\uff083\uff09\u81ea\u52a9\u670d\u52a1<\/p>\n<p>\u901a\u8fc7\u6784\u5efa\u81ea\u52a9\u670d\u52a1\u5e02\u573a\uff0c\u6570\u636e\u4f7f\u7528\u65b9\uff08\u5982\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u6570\u636eRD\u3001\u4e1a\u52a1\u65b9\u7b49\uff09\u53ef\u4ee5\u4ece\u5305\u542b\u6574\u4e2a\u4f01\u4e1a\u6570\u636e\u7684\u6570\u636e\u76ee\u5f55\u4e2d\uff0c\u627e\u5230\u3001\u534f\u4f5c\u548c\u8bbf\u95ee\u9ad8\u8d28\u91cf\u7684\u6570\u636e\uff08\u5305\u62ec\u534a\u7ed3\u6784\u5316\u3001\u975e\u7ed3\u6784\u5316\u3001AI\u6a21\u578b\u7b49\u6570\u636e\u7c7b\u578b\uff09\u3002\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u57fa\u4e8eAI\u7684\u8bed\u4e49\u5316\u641c\u7d22\u548c\u5efa\u8bae\u529f\u80fd\u6765\u521b\u5efa\u6216\u8005\u8de8\u5e73\u53f0\u7684\u641c\u7d22\u67e5\u8be2\u6570\u636e\u8d44\u4ea7\uff0c\u5e76\u652f\u6301\u5c06\u5e73\u53f0\u4e2d\u7684\u6570\u636e\u8d44\u4ea7\u5e94\u7528\u5728\u81ea\u5df1\u7684\u9879\u76ee\u4e2d\u3002<\/p>\n<p>\uff084\uff09\u7edf\u4e00\u751f\u547d\u5468\u671f<\/p>\n<p>\u901a\u8fc7\u7edf\u4e00\u7684\u5f00\u53d1\u548c\u8fd0\u8425\uff0c\u7528\u6237\u53ef\u4ee5\u4ee5\u7edf\u4e00\u7684\u65b9\u5f0f\u8bbe\u8ba1\u3001\u6784\u5efa\u3001\u6d4b\u8bd5\u3001\u7f16\u6392\u3001\u90e8\u7f72\u5230\u5230\u751f\u4ea7\u5e76\u76d1\u63a7\u548c\u8fd0\u8425\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u7ba1\u9053\uff0c\u5b9e\u73b0\u7edf\u4e00\u7684\u751f\u547d\u5468\u671f\u3002\u540c\u65f6\uff0c\u5728\u6570\u636e\u751f\u547d\u5468\u671f\u4e2d\u7ed3\u5408AI\u80fd\u529b\uff0c\u5b9e\u73b0\u4efb\u52a1\u81ea\u52a8\u5316\u3001\u81ea\u6211\u8c03\u6574\u3001\u81ea\u52a8\u4fee\u590d\u548c\u68c0\u6d4b\u6e90\u6570\u636e\u53d8\u5316\uff08\u5982\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u3001\u6570\u636e\u4f4d\u7f6e\u548c\u6570\u636e\u7b56\u7565\u6765\u7f16\u6392\u548c\u4f18\u5316\u6570\u636e\u5904\u7406\uff09\uff0c\u6700\u7ec8\u4fc3\u8fdb\u81ea\u52a8\u66f4\u65b0[47]\u3002<\/p>\n<p>\uff085\uff09\u6570\u636e\u6cbb\u7406<\/p>\n<p>\u901a\u8fc7\u7ed3\u5408AI\u7b97\u6cd5\uff0c\u5b9a\u4e49\u7edf\u4e00\u7684\u6570\u636e\u9690\u79c1\u7b56\u7565\u3001\u8fdb\u884c\u5143\u6570\u636e\u7684\u7f16\u76ee\u548c\u7ba1\u7406\uff08\u5982\u5efa\u7acb\u8bbf\u95ee\u8def\u5f84\uff0c\u589e\u5f3a\u6570\u636e\u4e3b\u52a8\u80fd\u529b\uff09\u4ee5\u53ca\u6570\u636e\u5b89\u5168\u7ba1\u63a7\uff08\u5982\u53bb\u9664\u654f\u611f\u6570\u636e\uff09\u7b49\uff0c\u63d0\u5347\u6570\u636e\u6cbb\u7406\u80fd\u529b\u3002\u5982\u57fa\u4e8e\u5176AutoPrivacy\u529f\u80fd\uff0c\u80fd\u667a\u80fd\u7684\u8bc6\u522b\u4f01\u4e1a\u5185\u90e8\u7684\u654f\u611f\u6570\u636e\uff0c\u5f53\u8fd9\u4e9b\u6570\u636e\u88ab\u4f7f\u7528\u65f6\uff0c\u7cfb\u7edf\u80fd\u591f\u8fdb\u884c\u8bc6\u522b\u548c\u76d1\u63a7\uff0c\u751a\u81f3\u53ef\u4ee5\u4e3a\u6570\u636e\u5408\u89c4\u653f\u7b56\u7684\u5236\u5b9a\u548c\u81ea\u52a8\u5316\u6267\u884c\u63d0\u4f9b\u6280\u672f\u652f\u6491\u3002<\/p>\n<h4>Talend<\/h4>\n<p>\u6b63\u5982\u524d\u9762\u63d0\u5230\u7684\uff0cTalend\u662f\u6570\u636e\u96c6\u6210\u9886\u57df\u7684\u9886\u5bfc\u8005\uff0c\u5176\u8ba4\u4e3aData Fabric\u662f\u7531\u7edf\u4e00\u67b6\u6784\u4ee5\u53ca\u8fd0\u884c\u5728\u5176\u4e0a\u670d\u52a1\u6216\u8005\u6280\u672f\u7ec4\u6210\u7684\u3002Data Fabric\u7684\u7ec8\u6781\u76ee\u6807\u662f\u6781\u5927\u5316\u6570\u636e\u4ef7\u503c\uff0c\u52a0\u901f\u6570\u5b57\u53d8\u9769\u3002\u4eceTalend\u5bf9Data Fabric\u7684\u76ee\u6807\u5b9a\u4e49\u6765\u770b\uff0c\u4e0eIBM\u57fa\u672c\u662f\u4e00\u81f4\u7684\uff0c\u4f46\u8fd9\u4e2a\u76ee\u6807\u8fc7\u4e8e\u5b8f\u89c2\uff0c\u51e0\u4e4e\u6240\u6709\u7684\u6570\u636e\u6280\u672f\u7684\u76ee\u6807\u90fd\u53ef\u4ee5\u8fd9\u6837\u5b9a\u4e49\uff0c\u56e0\u6b64\uff0c\u8981\u7406\u89e3Talend\u5bf9\u4e8eData Fabric\u7684\u5b9a\u4e49\uff0c\u53ef\u4ee5\u4ece\u5176\u80fd\u529b\u5b9a\u4e49\u4e0a\u8fdb\u884c\u8f83\u4e3a\u76f4\u89c2\u7684\u7406\u89e3\u3002<\/p>\n<p>Talend\u5728 \"what is data fabric\" [48]\u4e00\u6587\u4e2d\u5bf9Data Fabric\u8fdb\u884c\u4e86\u8f83\u4e3a\u7ec6\u81f4\u7684\u8bba\u8ff0\uff0c\u8ba4\u4e3aData Fabric\u5e94\u8be5\u5177\u5907\u4ee5\u4e0b\u51e0\u4e2a\u80fd\u529b\uff1a<\/p>\n<p>\uff081\uff09\u901a\u8fc7\u8fde\u63a5\u5668\u3001\u7ec4\u4ef6\u4ee5Low Code\u5f62\u5f0f\u80fd\u63a5\u5165\u4efb\u4f55\u6570\u636e\u6e90\uff1b<\/p>\n<p>\uff082\uff09\u5728\u4e0d\u540c\u6570\u636e\u6e90\u3001\u5e94\u7528\u4e4b\u95f4\uff0c\u63d0\u4f9b\u6570\u636e\u63a5\u5165\u3001\u6570\u636e\u96c6\u6210\u7684\u80fd\u529b\uff1b<\/p>\n<p>\uff083\uff09\u652f\u6301\u6279\u5904\u7406\u3001\u5b9e\u65f6\u5904\u7406\u548c\u5176\u4ed6\u5927\u6570\u636e\u5e94\u7528\u573a\u666f\uff1b<\/p>\n<p>\uff084\uff09\u80fd\u7ba1\u7406\u591a\u79cd\u73af\u5883\uff0c\u53ef\u4ee5\u662f\u672c\u5730\u5f62\u5f0f\u7684\u3001\u6df7\u5408\u5f62\u5f0f\u7684\u3001\u591a\u4e91\u5f62\u5f0f\u7684\uff1b<\/p>\n<p>\uff085\uff09\u63d0\u4f9b\u5185\u5efa\u7684\u6570\u636e\u8d28\u91cf\u3001\u6570\u636e\u9884\u5904\u7406\u3001\u6570\u636e\u7ba1\u7406\u80fd\u529b\uff0c\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u589e\u5f3a\u81ea\u52a8\u5316\u63d0\u9ad8\u6570\u636e\u5065\u5eb7\u5ea6\uff1b<\/p>\n<p>\uff086\uff09\u652f\u6301\u6570\u636e\u7684\u5185\u5916\u90e8\u4f7f\u7528\u3001\u5171\u4eab\u3002<\/p>\n<p>\u5176\u4e2d\uff0c(1)\u3001(2)\u3001(3)\u3001(4)\u56f4\u7ed5\u6570\u636e\u96c6\u6210\u7684\u80fd\u529b\uff0c(5)\u56f4\u7ed5\u6570\u636e\u6cbb\u7406\u5f3a\u3001\u8c03\u57fa\u4e8eAI\u80fd\u529b\u7684\u81ea\u52a8\u5316\uff0c(6)\u5f3a\u8c03\u6570\u636e\u7684\u5171\u4eab\u4f7f\u7528\u3002<\/p>\n<p>\u4ece\u80fd\u529b\u63cf\u8ff0\u4e0a\u6765\u770b\uff0c\u8d34\u5408\u4e86\u5176\u4e1a\u754c\u9886\u5148\u7684\u6570\u636e\u96c6\u6210\u4f9b\u5e94\u5546\u7684\u80cc\u666f\uff0c\u5373Data Fabric\u662f\u7ed3\u5408\u4e86AI\u80fd\u529b\u7684\u81ea\u52a8\u5316\u6570\u636e\u96c6\u6210\u5e73\u53f0\u3002Talend\u7684Data Fabric\u5e73\u53f0\u662f\u7531\u5176\u6570\u636e\u96c6\u6210\u5e73\u53f0\u53d1\u5c55\u800c\u6765\uff0c\u56ca\u62ec\u4e86\u8bf8\u5982\u5927\u6570\u636e\u3001\u673a\u5668\u5b66\u4e60\u3001\u6570\u636e\u6cbb\u7406\u548c \u6570\u636eAPI\u7b49\u4ea7\u54c1\uff0c\u5c06\u6570\u636e\u96c6\u6210\u3001\u6570\u636e\u6cbb\u7406\u4ee5\u53ca\u6570\u636e\u8fd0\u8425\u7edf\u4e00\u5728\u4e00\u4e2a\u5e73\u53f0\u4e2d[49]\uff0c\u8be5\u5e73\u53f0\u67b6\u6784\u793a\u610f\u56fe\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/54d31ec89f524c6f9e38eeee15559cfe.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c24\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c24\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<h4>SAP<\/h4>\n<p>SAP\u8ba4\u4e3a\uff0cData Fabric\u901a\u8fc7\u81ea\u52a8\u5316\u6240\u6709\u6570\u636e\u8d44\u4ea7\u7684\u5904\u7406\u3001\u96c6\u6210\u3001\u8f6c\u6362\u3001\u51c6\u5907\u3001\u7ba1\u7406\u3001\u6cbb\u7406\u548c\u7f16\u6392\uff0c\u6700\u5927\u9650\u5ea6\u7684\u964d\u4f4e\u590d\u6742\u6027\uff0c\u4e3a\u4e1a\u52a1\u63d0\u4f9b\u5b9e\u65f6\u7684\u5206\u6790\u548c\u6d1e\u5bdf\u3002<\/p>\n<p>\u57fa\u4e8e\u4e0a\u8ff0\u7684\u7406\u89e3\uff0cSAP\u5b9a\u4e49\u4e86Data Fabric\u7684\u6307\u5bfc\u539f\u5219[50]\uff1a<\/p>\n<p>\uff081\uff09\u6574\u5408\u4efb\u4f55\u6570\u636e\uff1a\u89e3\u51b3\u6570\u636e\u6cdb\u6ee5\uff0c\u6574\u5408\u4efb\u4f55\u7c7b\u578b\u7684\u6570\u636e\uff1b<\/p>\n<p>\uff082\uff09\u786e\u4fdd\u6570\u636e\u8d28\u91cf\uff1a\u5728\u540c\u4e00\u5de5\u5177\u4e2d\u53d1\u73b0\u3001\u51c6\u5907\u548c\u7ba1\u7406\u6240\u6709\u6570\u636e\u8d44\u4ea7\uff1b<\/p>\n<p>\uff083\uff09\u6570\u636e\u6c11\u4e3b\u5316\uff1a\u81ea\u52a9\u6570\u636e\u51c6\u5907\u548c\u81ea\u52a8\u5316\u529f\u80fd\uff1b<\/p>\n<p>\uff084\uff09\u4efb\u4f55\u4e91\u6216\u5185\u90e8\u90e8\u7f72\uff1a\u90e8\u7f72\u5728\u8d85\u5927\u89c4\u6a21\u3001\u6df7\u5408\u6216\u5185\u90e8\u90e8\u7f72\u7684\u4efb\u4f55\u7ec4\u5408\u4e0a\uff1b<\/p>\n<p>\uff085\uff09\u590d\u7528\u4efb\u4f55\u5f15\u64ce\uff1a\u7f16\u6392\u4efb\u4f55 SAP \u6216\u975e SAP \u6570\u636e\u5904\u7406\u5f15\u64ce\u3002<\/p>\n<p>SAP\u7684Data Fabric\u89e3\u51b3\u65b9\u6848\u7531\u5176\u4e1a\u52a1\u6280\u672f\u5e73\u53f0\u7684\u529f\u80fd\u7ec4\u5408\u6784\u6210\uff0c\u4e3b\u8981\u662f\u4ee5 SAP Data Intelligence\u3001SAP HANA\u4e3a\u4e3b\uff0c\u540c\u65f6\u5305\u62ec\u4e86SAP \u4fe1\u606f\u7ba1\u7406\u5de5\u5177\u3001SAP PowerDesigner \u548c SAP Cloud Platform Integration\u7b49\u4ea7\u54c1\u3002\u4e0b\u9762\u91cd\u70b9\u4ecb\u7ecd\u4e0bSAP Data Intelligence\u3001SAP HANA\u7684\u529f\u80fd\u5b9e\u73b0\u3002<\/p>\n<p>\uff081\uff09SAP Data Intelligence<\/p>\n<p>\u4f5c\u4e3a SAP Data Fabric\u89e3\u51b3\u65b9\u6848\u7684\u5173\u952e\uff0cSAP Data Intelligence \u662f\u4e00\u4e2a\u5305\u542b\u6570\u636e\u53d1\u73b0\u3001\u6570\u636e\u51c6\u5907\u3001\u6570\u636e\u96c6\u6210\u3001\u6570\u636e\u5904\u7406\u3001\u6570\u636e\u6cbb\u7406\u7b49\u80fd\u529b\u5728\u5185\u7684\u3001\u5168\u9762\u7684\u6570\u636e\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5c06\u5206\u6563\u7684\u6570\u636e\u8f6c\u6362\u4e3a\u6709\u4ef7\u503c\u7684\u8d44\u4ea7\uff0c\u5f62\u6210\u91cd\u8981\u7684\u6570\u636e\u6d1e\u5bdf\u80fd\u529b\uff0c\u4ece\u800c\u652f\u6301\u6570\u636e\u9a71\u52a8\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b9e\u73b0\u5927\u89c4\u6a21\u7684\u4e1a\u52a1\u521b\u65b0\u3002<\/p>\n<p>SAP Data Intelligence\u7684\u7279\u70b9\u53ef\u4ee5\u603b\u7ed3\u4e3a\u529f\u80fd\u5168\u9762\u7684\u6570\u636e\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u3001\u805a\u7126\u6570\u636e\u4ef7\u503c\u4ee5\u53ca\u591a\u79cd\u81ea\u52a9\u670d\u52a1\u80fd\u529b\uff1a<\/p>\n<p>\u529f\u80fd\u5168\u9762\u7684\u6570\u636e\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff1a\u4f53\u73b0\u5728\u4e24\u4e2a\u65b9\u9762\uff0c\u7edf\u4e00\u5316\u548c\u5168\u9762\u5316 \u3002\u7edf\u4e00\u5316\u4e0a\uff0cSAP Data Intelligence \u901a\u8fc7\u63d0\u4f9b\u4e00\u79cd\u6574\u4f53\u3001\u7edf\u4e00\u7684\u65b9\u5f0f\u6765\u7ba1\u7406\u3001\u96c6\u6210\u548c\u5904\u7406\u6240\u6709\u4f01\u4e1a\u6570\u636e\u548c\u5143\u6570\u636e\uff1b\u5168\u9762\u5316\u4e0a\uff0cSAP Data Intelligence \u901a\u8fc7\u589e\u5f3a\u7684\u8fde\u63a5\u6027\u3001\u6cbb\u7406\u548c\u7ba1\u9053\u5efa\u6a21\u529f\u80fd\u6269\u5c55\u4e86\u5176\u96c6\u6210\u3001\u590d\u6742\u6570\u636e\u7f16\u6392\u3001\u6570\u636e\u6d41\u6c34\u7ebf\u3001\u6570\u636e\u76ee\u5f55\u548c\u673a\u5668\u5b66\u4e60\u670d\u52a1\u7b49\u80fd\u529b\u3002<\/p>\n<p>\u57fa\u4e8e\u6570\u636e\u96c6\u6210&amp;\u805a\u7126\u6570\u636e\u4ef7\u503c\uff1a\u8fd9\u90e8\u5206\u4e3b\u8981\u56f4\u7ed5\u4ece\u5206\u5e03\u5f0f\u6570\u636e\u8d44\u4ea7\u4e2d\u63d0\u4f9b\u4ef7\u503c\u3001\u63d0\u9ad8\u6574\u4e2a\u7ec4\u7ec7\u7684\u6570\u636e\u7d20\u517b\u3001\u5e2e\u52a9\u5ba2\u6237\u4f9d\u8d56\u53ef\u4fe1\u6570\u636e\u4ee5\u53ca\u5b9e\u65bd\u673a\u5668\u5b66\u4e60\u3002<\/p>\n<p>\u591a\u79cd\u81ea\u52a9\u670d\u52a1\u80fd\u529b\uff1aSAP Data Intelligence \u4e3a\u6570\u636e\u51c6\u5907\u3001\u4e3b\u52a8\u5143\u6570\u636e\u7ba1\u7406\u3001\u6570\u636e\u8d28\u91cf\u7b49\u63d0\u4f9b\u81ea\u52a9\u670d\u52a1\u7684\u529f\u80fd\uff0c\u6570\u636e\u7528\u6237\u53ef\u4ee5\u81ea\u5df1\u5b8c\u6210\u6267\u884c\u5217\u64cd\u4f5c\u3001\u6d3e\u751f\u65b0\u4fe1\u606f\u3001\u534f\u8c03\u4e0d\u540c\u7684\u6765\u6e90\u3001\u5408\u5e76\u6216\u7ec4\u5408\u591a\u4e2a\u6570\u636e\u96c6\u3002\u4e3b\u52a8\u5143\u6570\u636e\u4e0a\u53ef\u4ee5\u81ea\u52a8\u8bc6\u522b\u3001\u6807\u8bb0\u6570\u636e\u7c7b\u578b\u6216\u8005\u5176\u4ed6\u4fe1\u606f\uff0c\u5e76\u4e14\u901a\u8fc7\u56fe\u7684\u65b9\u5f0f\u8fdb\u884c\u5b58\u50a8\uff0c\u4ee5\u5904\u7406\u590d\u6742\u6216\u8005\u5927\u91cf\u4e0d\u540c\u7684\u6570\u636e\u3002<\/p>\n<p>SAP Data Intelligence \u5728\u6574\u4e2a\u89e3\u51b3\u65b9\u6848\u4e2d\u7684\u4f4d\u7f6e\u4ee5\u53ca\u529f\u80fd\u67b6\u6784\u56fe\u5982\u4e0b\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/98a95a9895da4b6493df5ad74cb93163.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c25\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c25\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>&nbsp; &nbsp;&nbsp;<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/8e8cceb196914a4f9cadf591e586286a.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c26\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c26\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\uff082\uff09SAP HANA<\/p>\n<p>SAP HANA \u662f\u4e00\u79cd\u591a\u6a21\u578b\u6570\u636e\u5e93\uff0c\u96c6\u6210\u4e86\u591a\u4e2a\u9886\u57df\u7684\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u5b58\u50a8\u5728\u5185\u5b58\u800c\u975e\u78c1\u76d8\u4e2d\uff0c\u57fa\u4e8e\u5feb\u901f\u7684\u8ba1\u7b97\u80fd\u529b\u5e76\u7ed3\u5408\u4eba\u5de5\u667a\u80fd\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u5bf9\u96c6\u6210\u7684\u6570\u636e\u505a\u5b9e\u65f6\u548c\u6df1\u5165\u7684\u5206\u6790\uff0c\u4ece\u800c\u5bf9\u4e1a\u52a1\u4ea7\u751f\u6df1\u523b\u6d1e\u5bdf\uff0c\u63d0\u5347\u51b3\u7b56\u6548\u7387[51]\u3002\u8fd9\u4e5f\u4e3aData Fabric\u7684\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u4e86\u72ec\u7279\u7684\u529f\u80fd\uff1a\u901a\u8fc7\u5185\u7f6e\u7684\u667a\u80fd\u8bbf\u95ee\u529f\u80fd\u6765\u865a\u62df\u5316\u5bf9\u6570\u636e\u7684\u8bbf\u95ee\uff08\u5305\u62ec\u5173\u8054\u5916\u90e8\u6570\u636e\u6e90\u8fdb\u884c\u8054\u5408\u67e5\u8be2\uff0c\u5982\u5176\u4ed6\u6570\u636e\u5e93\u3001Web \u670d\u52a1\u3001\u6587\u4ef6\u3001Apache Hadoop \u3001Apache Spark\u7b49\uff09\uff0c\u4e14\u65e0\u9700\u6602\u8d35\u7684\u6570\u636e\u79fb\u52a8\uff0c\u4ece\u800c\u63d0\u4f9b\u524d\u6240\u672a\u6709\u7684\u4fe1\u606f\u654f\u6377\u6027\u3002<\/p>\n<p>\u5176\u80fd\u529b\u67b6\u6784\u56fe\u5982\u4e0b\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/801fda7d7d794c34a9b428ff046f9402.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c27\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c27\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u5176\u6280\u672f\u5b9e\u73b0\u67b6\u6784\u5982\u4e0b[52]:<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/bbd46ac1a799470b96c966e88b334c82.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c28\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c28\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<p>\u5404\u5c42\u6b21\u7684\u529f\u80fd\u7b80\u8981\u6982\u8ff0\u5982\u4e0b<\/p>\n<p>\u6570\u636e\u5b58\u50a8\u5c42\uff1aSAP HANA\u5bf9\u4f7f\u7528\u6570\u636e\u8fdb\u884c\u4e86\u4f7f\u7528\u70ed\u5ea6\u5206\u7c7b\uff08\u70ed\u3001\u6e29\u548c\u51b7\uff09\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u6570\u636e\u751f\u547d\u5468\u671f\u7ba1\u7406\u3002\u5176\u4e2d\u6700\u6d3b\u8dc3\u7684\u6570\u636e\u96c6\uff08\u70ed\u6570\u636e\uff09\u5b58\u50a8\u5728\u5185\u5b58\uff0c\u8f83\u4e0d\u6d3b\u8dc3\u7684\u6570\u636e\u96c6\uff08\u6e29\u6570\u636e\uff09\u5b58\u50a8\u5728\u78c1\u76d8\uff0c\u4e0d\u6d3b\u52a8\u6570\u636e\u96c6\uff08\u51b7\u6570\u636e\uff09\u53ef\u5b58\u50a8\u8fd1\u7ebf\u5b58\u50a8\u4e2d\uff0c\u5982Hadoop\u96c6\u7fa4\u3002\u8fd9\u4e9b\u6570\u636e\u7c7b\u578b\u901a\u8fc7\u4ee5\u4e0b4\u79cd\u65b9\u5f0f\u8fdb\u884c\u5b58\u50a8\uff1a\u5217\u5b58\u50a8\u3001\u884c\u5b58\u50a8\u3001\u52a8\u6001\u5206\u5c42\u4ee5\u53ca\u667a\u80fd\u6570\u636e\u8bbf\u95ee\u3002\u5176\u4e2d\u884c\u5b58\u50a8\u548c\u5217\u5b58\u50a8\u90fd\u662f\u5728\u5185\u5b58\u4e2d\u8fdb\u884c\u521b\u5efa\u548c\u7ba1\u7406\uff0c\u7528\u6765\u5b58\u50a8\u6700\u5173\u952e\u548c\u6700\u6d3b\u8dc3\u7684\u6570\u636e\uff0c\u5927\u90e8\u5206\u7684\u6570\u636e\u8868\u4e3a\u5217\u5b58\u50a8\uff0c\u884c\u5b58\u50a8\u4e3b\u8981\u7528\u4e8e\u7edf\u8ba1\u7c7b\u578b\u7684\u8868\uff1b\u52a8\u6001\u5206\u5c42\u5217\u8868\u6301\u4e45\u5316\u5728\u78c1\u76d8\u4e2d\uff0c\u4ec5\u5728\u8bbf\u95ee\u6570\u636e\u65f6\u52a0\u8f7d\u5230\u5185\u5b58\u4e2d\uff0c\u8bbf\u95ee\u7ed3\u675f\u5219\u4ece\u5185\u5b58\u4e2d\u8fdb\u884c\u5378\u8f7d\uff0c\u7528\u6765\u5b58\u50a8\u4e0d\u592a\u6d3b\u8dc3\u7684\u6570\u636e\u96c6\uff1b\u667a\u80fd\u8bbf\u95ee\u6280\u672f\u63d0\u4f9b\u5bf9\u5916\u90e8\u6570\u636e\u5b58\u50a8\u6570\u636e\u5e93\u7684\u8fdc\u7a0b\u865a\u62df\u8bbf\u95ee\uff0c\u5c06\u8fd9\u4e9b\u865a\u62df\u8868\u8bbf\u95ee\u7684\u64cd\u4f5c\u4e0b\u63a8\u5230\u8fdc\u7a0b\u6570\u636e\u5e93\u4e2d\uff0c\u5982Hadoop\u3001Oracle\u3001SQL Server\u7b49\u3002<\/p>\n<p>\u6570\u636e\u5f15\u64ce\u5c42\uff1aSAP HANA\u652f\u6301\u591a\u79cd\u6570\u636e\u5f15\u64ce\uff0c\u6839\u636e\u64cd\u4f5c\u548c\u8ba1\u7b97\u7684\u7c7b\u578b\u9009\u62e9\u9002\u5f53\u7684\u5f15\u64ce\uff0c\u9ad8\u6548\u6267\u884c\u5404\u79cd\u64cd\u4f5c\u3002\u6570\u636e\u5f15\u64ce\u5305\u62ecOLAP\u5f15\u64ce\u3001Join\u5f15\u64ce\u3001\u884c\u5f15\u64ce\u3001\u8ba1\u7b97\u5f15\u64ce\u4ee5\u53caSQL\u5f15\u64ce\u3002\u5176\u4e2dOLAP\u5f15\u64ce\u652f\u6301\u661f\u578b\u6a21\u578b\uff0c\u7528\u6765\u6267\u884c\u8fde\u63a5\u3001\u805a\u5408\u548c\u8ba1\u7b97\u7b49OLAP\u64cd\u4f5c\uff0c\u901f\u5ea6\u6700\u5feb\uff1bJoin\u5f15\u64ce\u5c06\u4e3b\u6570\u636e\u6a21\u578b\u4e0e\u7ef4\u5ea6\u6a21\u578b\u8fdb\u884c\u5173\u8054\uff0c\u5305\u62ecinner, right outer, left outer and full outer\u7b49\u8fde\u63a5\u64cd\u4f5c\uff1b\u884c\u5f15\u64ce\u7528\u4e8e\u8bbf\u95ee\u5e76\u64cd\u4f5c\u884c\u8868\uff0c\u8fd8\u53ef\u4ee5\u5bf9\u5217\u5b58\u50a8\u8868\u6267\u884c\u67d0\u4e9bSQL\u64cd\u4f5c\uff08\u5982\u7a97\u53e3\u51fd\u6570\uff09\uff1bSQL\u5f15\u64ce\u8d1f\u8d23SQL\u67e5\u8be2\uff0c\u5206\u4e3a\u89e3\u6790\u5668\u3001\u4f18\u5316\u5668\u4ee5\u53ca\u6267\u884c\u5668\uff0c\u8fd9\u4e2a\u5927\u5bb6\u90fd\u6bd4\u8f83\u719f\u6089\uff0c\u4e0d\u518d\u8d58\u8ff0\u3002<\/p>\n<p>\u865a\u62df\u6a21\u578b\u5c42\uff1a\u865a\u62df\u6570\u636e\u6a21\u578b\u5b8c\u5168\u652f\u6301\u96c6\u5408\u7684\u64cd\u4f5c\uff0c\u4ee5\u53ca\u5b9e\u65f6\u5206\u6790\u548c\u52a8\u6001\u8ba1\u7b97\uff0c\u800c\u65e0\u9700\u8fdb\u884c\u6301\u4e45\u5316\uff0c\u53ef\u4ee5\u5feb\u901f\u5f00\u53d1\u5206\u6790\u5e94\u7528\u3002\u53e6\u5916\uff0c\u5982\u6587\u672c\u5206\u6790\u3001\u5730\u7406\u7a7a\u95f4\u3001\u9884\u6d4b\u3001R\u96c6\u6210\u548c\u673a\u5668\u5b66\u4e60\u7b49\u9ad8\u7ea7\u5206\u6790\u529f\u80fd\u53ef\u4ee5\u4e0e\u865a\u62df\u6a21\u578b\u8fdb\u884c\u96c6\u6210\uff0c\u4ece\u800c\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u3001\u4f18\u5316\u6216\u521b\u65b0\u4e1a\u52a1\u6d41\u7a0b\u3002\u865a\u62df\u6570\u636e\u6a21\u578b\u5305\u62ec\u4e86\u7ef4\u5ea6\u89c6\u56fe\u3001\u661f\u578b\u6a21\u578b\u89c6\u56fe\u3001\u91cd\u7528\u89c6\u56fe\u4ee5\u53ca\u811a\u672c\u5316\u89c6\u56fe\u7b49\u65b9\u5f0f\uff0c\u5e76\u4f7f\u7528\u56fe\u5f62\u8ba1\u7b97\u7684\u65b9\u5f0f\u8fdb\u884c\u521b\u5efa\uff08\u5176\u4ed6\u521b\u5efa\u65b9\u5f0f\u5305\u62ec\u5c5e\u6027\u89c6\u56fe\u3001\u5206\u6790\u89c6\u56fe\u3001\u811a\u672c\u8ba1\u7b97\u89c6\u56fe\u7b49\uff0c\u4f46\u63a8\u8350\u4ec5\u4f7f\u7528\u56fe\u5f62\u8ba1\u7b97\u89c6\u56fe\u7684\u65b9\u5f0f\u8fdb\u884c\u521b\u5efa\uff09\u3002<\/p>\n<h4>Cambridge Semantics<\/h4>\n<p>Cambridge Semantics \u662f\u4e00\u5bb6\u73b0\u4ee3\u6570\u636e\u7ba1\u7406\u548c\u4f01\u4e1a\u5206\u6790\u8f6f\u4ef6\u516c\u53f8\uff0c\u5176\u89e3\u51b3\u65b9\u6848\u662f\u901a\u8fc7\u5efa\u7acb\u4f01\u4e1a\u7ea7\u7684\u77e5\u8bc6\u56fe\u8c31\u89e3\u51b3\u6570\u636e\u5b64\u5c9b\u95ee\u9898\uff0c\u4ece\u800c\u5efa\u7acb\u6df1\u5c42\u6b21\u7684\u6d1e\u5bdf\u80fd\u529b\u3002\u5176\u5bf9\u4e8eData Fabric\u7684\u8ba4\u77e5\u4e0e\u516c\u53f8\u80fd\u529b\u7684\u5b9a\u4f4d\u540c\u6837\u6709\u8f83\u5f3a\u7684\u8054\u7cfb\uff0c\u5bf9\u4e8e\u6211\u4eec\u4ece\u77e5\u8bc6\u56fe\u8c31\u65b9\u5411\u4e0a\u53bb\u7406\u89e3Data Fabric\u6709\u5f88\u5f3a\u7684\u501f\u9274\u610f\u4e49\u3002<\/p>\n<p>Cambridge Semantics\u8ba4\u4e3a\uff0cData Fabric\u662f\u4e00\u79cd\u7528\u4e8e\u73b0\u4ee3\u6570\u636e\u7ba1\u7406\u7684\u67b6\u6784\uff0c\u901a\u8fc7\u5c06\u6574\u4e2a\u4f01\u4e1a\u751a\u81f3\u884c\u4e1a\u7684\u6570\u636e\u4ea4\u7ec7\u5728\u4e00\u8d77\uff0c\u4f7f\u5f97\u5404\u4e2a\u4e1a\u52a1\u90fd\u80fd\u83b7\u53d6\u3001\u8fde\u63a5\u3001\u8bbf\u95ee\u6240\u671f\u671b\u7684\u6570\u636e\u3002\u56e0\u6b64\uff0cData Fabric\u662f\u4e00\u79cd\u52a8\u6001\u7684\u3001\u5206\u5e03\u5f0f\u7684\u4f01\u4e1a\u6570\u636e\u4f53\u7cfb\u67b6\u6784\uff0c\u5141\u8bb8\u4e1a\u52a1\u7ba1\u7406\u81ea\u5df1\u7684\u6570\u636e\uff0c\u5e76\u53ef\u4ee5\u590d\u7528\u5230\u5176\u4ed6\u7684\u4e1a\u52a1\u573a\u666f\u4e0b\u3002\u5176\u63d0\u4f9b\u7684\u7075\u6d3b\u6027\u3001\u53ef\u6269\u5c55\u6027\u3001\u654f\u6377\u6027\u4ee5\u53ca\u4e1a\u52a1\u6027\uff0c\u6210\u4e3a\u4f01\u4e1a\u8fdb\u884c\u6570\u636e\u7ba1\u7406\u7684\u5fc5\u9700\u54c1\u3002<\/p>\n<p>\u4ece\u6280\u672f\u53d1\u5c55\u8d8b\u52bf\u4e0a\u770b\uff0cData Fabric \u5c06\u7ba1\u7406\u6570\u636e\u4ee5\u53ca\u77e5\u8bc6\u8868\u793a\u4e24\u79cd\u957f\u671f\u8d8b\u52bf\u8fdb\u884c\u4e86\u5e73\u884c\u4ea4\u7ec7\uff0c\u77e5\u8bc6\u8868\u793a\u5f3a\u8c03\u6570\u636e\u548c\u5143\u6570\u636e\u7684\u610f\u4e49\uff0c\u6570\u636e\u7ba1\u7406\u5f3a\u8c03\u5c06\u6570\u636e\u5e94\u7528\u4e8e\u5177\u4f53\u7684\u4e1a\u52a1\u95ee\u9898[53]\u3002\u57fa\u4e8e\u8fd9\u79cd\u8ba4\u77e5\uff0cCambridge Semantics\u5c06\u77e5\u8bc6\u56fe\u8c31\u5b9a\u4f4d\u6210\u5b9e\u65bdData Fabric\u7684\u5173\u952e\uff08\u4e1a\u52a1\u6570\u636e\u548c\u77e5\u8bc6\u663e\u5f0f\u8868\u793a\u7684\u7ec4\u5408\uff09\uff0c\u5c24\u5176\u662f\u57fa\u4e8eRDF\u3001RDFS\u3001SKOS\u7b49\u8bed\u4e49\u6807\u51c6\u7684\u77e5\u8bc6\u56fe\u8c31\u3002\u77e5\u8bc6\u56fe\u8c31\u7684\u8868\u793a\u5f62\u5f0f\uff0c\u53ef\u4ee5\u63d0\u5347\u9762\u5bf9\u590d\u6742\u6216\u4e0d\u65ad\u53d8\u5316\u6570\u636e\u65f6\u7684\u7075\u6d3b\u6027\uff08\u65e0\u9700\u5bf9\u8868\u7ed3\u6784\u6216\u5c5e\u6027\u8fdb\u884c\u53d8\u66f4\u5c31\u53ef\u4ee5\u7ba1\u7406\u65b0\u7684\u5143\u6570\u636e\u6982\u5ff5\uff09\u3001\u66f4\u597d\u7684\u63cf\u8ff0\u6570\u636e\u7684\u4e1a\u52a1\u5c5e\u6027\uff08\u8868\u793a\u4e1a\u52a1\u6a21\u578b\u548c\u6570\u636e\u6a21\u578b\u7684\u5173\u7cfb\uff09\u3001\u66f4\u6613\u5904\u7406\u610f\u5916\u95ee\u9898\uff08\u52a8\u6001\u589e\u52a0\u3001\u5220\u9664\u6570\u636e\u6216\u6570\u636e\u6e90\uff0c\u652f\u6301\u5bf9\u65b0\u95ee\u9898\u7684\u5206\u6790\u6c47\u603b\u6216\u8005\u7b80\u5316\u95ee\u9898\u4e0a\u4e0b\u6587\uff09\u3001\u6570\u636e\u4e2d\u5fc3\u5316&amp;\u4ea7\u54c1\u5316\u4ee5\u53ca\u5b9e\u73b0\u7b26\u5408FAIR\u539f\u5219\u7684\u6570\u636e\u80fd\u529b\u7b49\u53cd\u590d\u51fa\u73b0\u7684\u6570\u636e\u7ba1\u7406\u8981\u6c42[54]\u3002\u540c\u65f6\u77e5\u8bc6\u56fe\u8c31\u5c06\u4e1a\u52a1\u6570\u636e\u548c\u4e1a\u52a1\u77e5\u8bc6\u7ed3\u5408\u8d77\u6765\uff0c\u63d0\u4f9b\u4e86\u66f4\u5b8c\u6574\u7684\u6570\u636e\u7406\u89e3\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/a56fda625e8a4cbfa12e821a4426d62d.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c29\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c29\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>Cambridge Semantics\u4e0a\u8ff0\u5bf9\u4e8eData Fabirc\u7684\u7406\u89e3\u4f53\u73b0\u5728\u4e86\u5176\u4ea7\u54c1Anzo\u4e0a\uff0cAnzo\u662f\u4e00\u4e2a\u57fa\u4e8eGOLAP\u6280\u672f\u7684\u6570\u636e\u53d1\u73b0\u53ca\u96c6\u6210\u5e73\u53f0\uff0c\u5176\u201c\u4f7f\u7528\u8bed\u4e49\u3001\u77e5\u8bc6\u56fe\u548c\u56fe\u6570\u636e\u6a21\u578b\u6765\u52a0\u8f7d\u3001\u6620\u5c04\u3001\u96c6\u6210\u548c\u7f16\u76ee\u4f01\u4e1a\u6570\u636e\uff0c\u63ed\u793a\u6570\u636e\u548c\u6570\u636e\u96c6\u4e4b\u95f4\u7684\u5173\u7cfb\u548c\u8fde\u63a5\uff0c\u5e76\u5b9e\u73b0\u53ef\u89c6\u5316\u6570\u636e\u63a2\u7d22\u548c\u53d1\u73b0\u3002Anzo \u7684\u56fe\u5f62\u6570\u636e\u6a21\u578b\u4e3a\u4e1a\u52a1\u7528\u6237\u63d0\u4f9b\u4e86\u4f01\u4e1a\u6570\u636e\u7684\u53ef\u89c6\u5316\u5730\u56fe\uff0c\u5373\u4f7f\u6570\u636e\u5e9e\u5927\u3001\u5b64\u7acb\u548c\u590d\u6742\uff0c\u8be5\u5730\u56fe\u4e5f\u6613\u4e8e\u7406\u89e3\u3001\u5bfc\u822a\u548c\u5206\u6790\u201d[55]\uff0cForrester\u8fd8\u5f3a\u8c03\uff0c\u201cAnzo \u662f 15 \u5bb6\u4f9b\u5e94\u5546\u4e2d\u552f\u4e00\u5c06\u57fa\u672c\u8bed\u4e49\u548c\u56fe\u5f62\u6280\u672f\u5f15\u5165Data Fabric\u5806\u6808\u7684\u89e3\u51b3\u65b9\u6848\u201d[56]\u3002<\/p>\n<p>\u4e0b\u56fe\u662fAnzo\u7684\u6574\u4f53\u67b6\u6784\u56fe\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/08aa6572e039461a859054979b0050ac.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c30\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c30\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u4ece\u67b6\u6784\u56fe\u4e0a\u53ef\u4ee5\u770b\u51fa\uff0cAnzo\u662f\u4e00\u4e2a\u4ee5\u77e5\u8bc6\u56fe\u8c31\u4e3a\u6838\u5fc3\u7684\u6570\u636e\u96c6\u6210\u5e73\u53f0\uff0c\u5176\u5efa\u7acb\u5728AnzoGraph \u7684\u9ad8\u6027\u80fd\u56fe\u6570\u636e\u5e93\u5f15\u64ce\u4e0a\uff0c\u5e76\u5728\u5185\u5b58\u4e2d\u57fa\u4e8eMPP\u6846\u67b6\u8fdb\u884c\u5feb\u901f\u7684\u6570\u636e\u67e5\u8be2\uff0c\u5b9e\u73b0\u4f01\u4e1a\u7ea7\u89c4\u6a21\u7684\u654f\u6377\u6570\u636e\u96c6\u6210\u3001\u8f6c\u6362\u548c\u5206\u6790[57]\uff1a<\/p>\n<p>\uff081\uff09\u8fde\u63a5\u5168\u57df\u6570\u636e\u3002Anzo\u901a\u8fc7\u6570\u636e\u52a0\u8f7d\u3001\u6570\u636e\u865a\u62df\u5316\u4ee5\u53ca\u6570\u636e\u8f6c\u5316\u7b49\u529f\u80fd\u5c06\u6765\u6e90\u6570\u636e\u52a0\u8f7d\u8fdb\u77e5\u8bc6\u56fe\u8c31\u4e2d\uff08\u5305\u62ec\u7ed3\u6784\u5316&amp;\u534a\u7ed3\u6784\u5316&amp;\u975e\u7ed3\u6784\u5316\u3001\u4f01\u4e1a\u5185&amp;\u4f01\u4e1a\u5916\u6570\u636e\u3001\u4e1a\u52a1\u5185\u6570\u636e&amp;\u4e1a\u52a1\u5916\u6570\u636e\u7b49\uff09\uff0c\u5e76\u57fa\u4e8eAnzoGraph\u5185\u5b58MPP\u67b6\u6784\u3001Kubernetes\u5bb9\u5668\u5316\u5e73\u53f0\u4ee5\u53ca\u7075\u6d3b\u7684\u8bed\u4e49\u56fe\u6a21\u578b\u8fdb\u884c\u6d77\u91cf\u6570\u636e\u7684\u5feb\u901f\u52a0\u8f7d\u3001\u5efa\u6a21\u4ee5\u53ca\u6570\u636e\u5206\u6790\uff0c\u5b9e\u73b0\u5404\u79cd\u6570\u636e\u4ea7\u54c1\u3002<\/p>\n<p>\uff082\uff09\u8bed\u4e49\u5316\u6570\u636e\u3002\u5982\u679c\u8bf4Data Fabric\u7684\u6700\u4f73\u5b9e\u73b0\u662f\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\uff0c\u90a3\u4e48\u8bed\u4e49\u5316\u6570\u636e\u5c31\u662f\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\u7684\u6838\u5fc3\u3002Anzo\u5b9e\u73b0\u4e86\u8bed\u4e49\u5b9a\u4e49\u529f\u80fd\uff0c\u56f4\u7ed5\u4e1a\u52a1\u6982\u5ff5\u548c\u5b9a\u4e49\u66f4\u4e30\u5bcc\u5730\u96c6\u6210\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u5efa\u6a21\u5de5\u5177\u7684\u96c6\u6210\uff08\u5305\u62ec\u57fa\u4e8eRDF\u3001OWL\u7684\u6a21\u578b\u7ba1\u7406\u4ee5\u53ca\u6743\u9650\u63a7\u5236\uff09\uff0c\u8ba9\u6570\u636e\u7406\u89e3\u53ca\u4f7f\u7528\u66f4\u52a0\u5e73\u6c11\u5316\u3002\uff08\u6570\u636e\u6a21\u578b\u4f7f\u7528\u8bed\u4e49\u6807\u51c6\u8868\u793a\u6570\u636e\u5173\u7cfb\u7684\u7ed3\u6784\u3002\u8bed\u4e49\u5c42\u662f\u4e00\u4e2a\u5143\u6570\u636e\u5c42\uff0c\u4e3a\u56fe\u5f62\u6574\u4f53\u6dfb\u52a0\u6df1\u5ea6\u548c\u610f\u4e49\uff0c\u4ee5\u4fbf\u67e5\u8be2\u548c\u7b97\u6cd5\u53ef\u4ee5\u4f7f\u7528\u6b64\u4fe1\u606f\uff09\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/4a157379e34c4e5daa4f0454a66e1751.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c31\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c31\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u8f6c\u53d8\u4e3a&nbsp;<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/a3805905a44b4702a3d6c3641969bd27.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c32\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c32\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\uff083\uff09\u9ad8\u7ea7\u5206\u6790\u3002AnzoGraph\u96c6\u6210\u4e86\u4e0a\u767e\u4e2a\u6570\u636e\u79d1\u5b66\u51fd\u6570\uff08\u5982\u76f8\u5173\u6027\u3001\u5206\u5e03\u3001\u71b5\u3001\u7279\u5f81\u63a2\u7d22\u3001\u7ebf\u6027\u4ee3\u6570\u7b49\uff09[59]\u3001OLAP\u5206\u6790\uff08\u5982\u7a97\u53e3\u805a\u5408\u3001\u9ad8\u7ea7\u5206\u7ec4\u7b49\uff09\u3001\u56fe\u5f62\u7b97\u6cd5\uff08\u5982Centrality Algorithms\u3001Community Detection Algorithms\u3001Path Finding Algorithms\u7b49\uff09[60]\u3001\u5730\u7406\u7a7a\u95f4\u51fd\u6570\uff08\u5982GeoSPARQL\u3001\u5730\u7406\u7a7a\u95f4\u529f\u80fd\u7b49\uff09[61]\u7b49\uff0c\u542b\u5305\u62ec\u4e86RDFS-Plus \u63a8\u7406\u7b49\u9ad8\u7ea7\u5206\u6790\u80fd\u529b[62]\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u5e76\u53ef\u4ee5\u4e0e\u5176\u4ed6\u5206\u6790\u7cfb\u7edf\u8fdb\u884c\u80fd\u529b\u96c6\u6210\u3002<\/p>\n<p>\uff084\uff09\u5feb\u901f\u4ea4\u4ed8\u3002\u57fa\u4e8e\u5173\u8054\u5168\u57df\u6570\u636e\u7684\u77e5\u8bc6\u56fe\u8c31\u80fd\u529b\uff0c\u53ef\u4ee5\u505a\u5230\u6570\u636e\u4ea7\u54c1\u7684\u5feb\u901f\u4ea4\u4ed8\u3002\u5982AnzoGraph \u7684\u9ad8\u6027\u80fd\u5185\u5b58\u6570\u636e\u8f6c\u6362\u548c\u6df7\u5408\u5de5\u5177\u548c\u6570\u636e\u53ef\u89c6\u5316\u6a21\u5757\u5141\u8bb8\u5feb\u901f\u751f\u6210\u65b0\u7684\u6570\u636e\u96c6\u7ec4\u5408\uff0c\u4ee5\u53ca\u63a2\u7d22\u9884\u5b9a\u4e49\u7684\u6570\u636e\u4ea7\u54c1\u3002\u7814\u53d1\u56e2\u961f\u76f4\u63a5\u57fa\u4e8e\u77e5\u8bc6\u56fe\u90e8\u7f72\u81ea\u5b9a\u4e49\u641c\u7d22\u3001\u5206\u6790\u6216\u8fd0\u8425\u5e94\u7528\u7a0b\u5e8f\uff0c\u800c\u4e1a\u52a1\u7528\u6237\u53ef\u4ee5\u5c06 BI \u548c\u5206\u6790\u5de5\u5177\u8fde\u63a5\u5230\u77e5\u8bc6\u56fe\u8c31\u4ee5\u5feb\u901f\u8bbf\u95ee\u6570\u636e\u3002Anzo \u7684\u77e5\u8bc6\u56fe\u8c31\u53d6\u4ee3\u4e86\u5197\u4f59\u7684\u6570\u636e\u4f9b\u5e94\u8bf7\u6c42\u548c\u7ba1\u9053\uff0c\u51cf\u5c11\u4e86\u7814\u53d1\u5f00\u9500\uff0c\u5e76\u63d0\u9ad8\u4e86\u6570\u636e\u4f9b\u5e94\u94fe\u7684\u5b89\u5168\u6027\u3001\u6548\u7387\u548c\u5408\u89c4\u6027<\/p>\n<\/p>\n<p>\u5ef6\u4f38\uff1a<\/p>\n<p>DATA.WORLD\u548cPOOLPARTY\u4e24\u5bb6\u5143\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u4e5f\u5c06\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\u6df1\u5165\u7684\u5e94\u7528\u5230\u4e86\u5e73\u53f0\u4e2d\uff0c\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u56fe\u5e76\u7ed3\u5408Cambridge Semantics\u5bf9Data Fabric\u7684\u843d\u5730\u65b9\u6848\u8fdb\u884c\u76f8\u4e92\u7684\u8bba\u8bc1\uff0c\u52a0\u6df1\u7406\u89e3[63]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/1b71e26ea9ca47fca7c21e4fd8edc6b7.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c33\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c33\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<h4>Denodo<\/h4>\n<p>Denodo \u662f\u6570\u636e\u865a\u62df\u5316\u9886\u57df\u7684\u9886\u5bfc\u8005\uff0c\u5176\u613f\u666f\u4e3a\u5404\u7ec4\u7ec7\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u76ee\u6807\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u8bbf\u95ee\u5176\u6240\u9700\u8981\u7684\u6570\u636e\uff0c\u800c\u4e0d\u5fc5\u5173\u5fc3\u6570\u636e\u6240\u5728\u4f4d\u7f6e\u3001\u683c\u5f0f\u6216\u66f4\u6539\u7684\u901f\u5ea6\u7b49\u95ee\u9898[65]\u3002\u4ece\u5176\u6838\u5fc3\u80fd\u529b\u4e0a\u770b\uff0cDenodo\u805a\u7126\u5728\u6570\u636e\u96c6\u6210\u9886\u57df\uff0c\u5176\u5bf9\u4e8eData Fabric\u7684\u7406\u89e3\u56f4\u7ed5\u6570\u636e\u96c6\u6210\u5c55\u5f00\u3002<\/p>\n<p>Denodo\u5728Data Fabric\u7684\u80fd\u529b\u5b9a\u4e49\u4e0a\uff0c\u66f4\u591a\u7684\u662f\u8ffd\u4ece\u4e86Forrester\u7684\u80fd\u529b\u5b9a\u4e49\uff0c\u5305\u62ec\u4e86\u6570\u636e\u6444\u53d6\u3001\u5904\u7406\u548c\u6301\u4e45\u5316\u3001\u7f16\u6392\u3001\u6570\u636e\u53d1\u73b0\u3001\u6570\u636e\u7ba1\u7406\u548c\u667a\u80fd\u4ee5\u53ca\u6570\u636e\u8bbf\u95ee\u7b496\u7c7b\u80fd\u529b\uff0c\u4e0d\u518d\u8d58\u8ff0\uff0c\u4f46\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u5176\u5728\u6570\u636e\u53d1\u73b0\u80fd\u529b\u4e0a\u7279\u522b\u5f3a\u8c03\u4e86\u6570\u636e\u865a\u62df\u5316\u7684\u80fd\u529b\uff0c\u8ba4\u4e3a\u5176\u662f\u6570\u636e\u53d1\u73b0\u7684\u5173\u952e\u80fd\u529b\u3002\u53e6\u5916\u4e5f\u5f3a\u8c03\u4e86\u6570\u636e\u8bbf\u95ee\u80fd\u529b\u7684\u91cd\u8981\u6027\uff0c\u76f4\u63a5\u5c06\u6570\u636e\u63d0\u4f9b\u7ed9\u6570\u636e\u5206\u6790\u5de5\u7a0b\u5e08\u6216\u8005\u57fa\u4e8e\u7cfb\u7edf\u3001\u5de5\u5177\u6216\u8005\u53ef\u89c6\u5316\u65b9\u5f0f\u63d0\u4f9b\u3002<\/p>\n<p>Denodo\u8ba4\u4e3aData Fabric\u5e26\u6765\u7684\u6536\u76ca\u662f\u591a\u65b9\u9762\u7684\uff0c\u5982\u5b8c\u6574\u3001\u53ca\u65f6\u3001\u4f4e\u98ce\u9669\u3001\u4f4e\u6210\u672c\u3002\u5c06\u5927\u6570\u636e\u8d44\u4ea7\u4e0e\u672c\u5730\u548c\u4e91\u6570\u636e\u6e90\u8fdb\u884c\u6709\u6548\u96c6\u6210\uff0c\u4ee5\u83b7\u5f97\u4f01\u4e1a\u4fe1\u606f\u7684\u5b8c\u6574\u89c6\u56fe\u3002\u901a\u8fc7\u6570\u636e\u53d1\u73b0\u5c42\u7684\u6570\u636e\u865a\u62df\u5316\u7ec4\u4ef6\uff0c\u80fd\u5b9e\u65f6\u8bbf\u95ee\u6700\u65b0\u6570\u636e\u3002\u865a\u62df\u5316\u5c42\u4fdd\u62a4\u4e86\u5806\u6808\u9876\u90e8\u7684\u4e1a\u52a1\u7528\u6237\u514d\u53d7\u5806\u6808\u5e95\u90e8\u7684\u5177\u4f53\u5b9e\u73b0\u66f4\u6539\u800c\u53ef\u80fd\u5e26\u6765\u7684\u98ce\u9669\u3002<\/p>\n<p>Denodo\u7ed9\u51fa\u4e86\u81ea\u5df1\u7406\u89e3\u7684Data Fabric\u67b6\u6784\u56fe[67]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/57ee2b939d6a4ad69ad33dc629aed9bb.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c34\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c34\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u5728\u5177\u4f53\u7ed3\u5408\u81ea\u5df1\u73b0\u6709\u80fd\u529b\u8fdb\u884c\u843d\u5730\u65f6\uff0c\u6309\u7167Gartner\u7684\u89c2\u70b9\uff0c\u6570\u636e\u7ba1\u7406\u201c\u95ee\u9898\u7684\u6838\u5fc3\u662f\u4ee5\u6709\u6548\u7684\u65b9\u5f0f\u6574\u5408\u4e0d\u540c\u7684\u6570\u636e\u6e90\uff0c\u5e76\u901a\u8fc7\u4e00\u4e2a\u516c\u5171\u5c42\u5c06\u53ef\u4fe1\u6570\u636e\u4ece\u6240\u6709\u76f8\u5173\u6570\u636e\u6e90\u4ea4\u4ed8\u7ed9\u6240\u6709\u76f8\u5173\u6570\u636e\u6d88\u8d39\u8005\u201d\uff0c\u540c\u65f6\u53c2\u8003Gartner\u63d0\u51fa\u7684\u903b\u8f91\u6570\u4ed3\uff0cDenodo\u5bf9\u5176\u6570\u636e\u865a\u62df\u5316\u6846\u67b6\u8fdb\u884c\u4e86\u6f14\u8fdb\uff0c\u5f15\u5165\u4e86Logical Data Fabric\u7684\u6982\u5ff5\uff0c\u6838\u5fc3\u662f\u5c06\u6570\u636e\u6d88\u8d39\u4e0e\u6570\u636e\u6e90\u89e3\u8026\uff0c\u63d0\u4f9b\u5bf9\u5168\u57df\u6570\u636e\u7684\u9ad8\u6027\u80fd\u3001\u5b9e\u65f6\u548c\u5b89\u5168\u7684\u8bbf\u95ee[68]\u3002<\/p>\n<p>\u6570\u636e\u865a\u62df\u5316\u662fLogical Data Fabric\u7684\u6838\u5fc3\u6280\u672f\uff0c\u662f\u73b0\u4ee3\u5316\u7684\u3001\u654f\u6377\u7684\u6570\u636e\u96c6\u6210\u65b9\u6cd5\uff0c \u5c06\u6570\u636e\u8868\u8fbe\u6210\u865a\u62df\u62bd\u8c61\u5c42\uff0c\u72ec\u7acb\u4e8e\u5e95\u5c42\u6570\u636e\u5e93\u7cfb\u7edf\u3001\u7ed3\u6784\u548c\u5b58\u50a8\uff0c\u89e3\u51b3\u4e86\u7269\u7406\u5b58\u50a8\u7684\u9650\u5236\uff0c\u5e76\u901a\u8fc7\u7edf\u4e00\u7684\u6570\u636e\u670d\u52a1\u8fdb\u884c\u5916\u90e8\u652f\u6491\uff0c\u4f4e\u4ee3\u7801\/\u65e0\u4ee3\u7801\u7684\u6570\u636e\u865a\u62df\u5316\u65b9\u6cd5\u4e5f\u6cd5\u5b9e\u73b0\u4e86\u4f4e\u6210\u672c\u5b9e\u65f6\u6570\u636e\u8bbf\u95ee\u3001\u5b89\u5168\u4fbf\u6377\u7684\u6570\u636e\u670d\u52a1\u3001\u5373\u65f6\u7684\u6570\u636e\u53d1\u73b0\u548c\u9ad8\u8d28\u7684\u6570\u636e\u6cbb\u7406[69]\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/68b36f0dec4b4afd8b0d63e84226bb32.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c35\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c35\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<\/p>\n<p>denodo\u5e73\u53f0\u5728\u5b8c\u6574\u6570\u636e\u7f16\u7ec7\u4e2d\u7684\u4f4d\u7f6e\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u4e09\u5f20\u56fe\u8fdb\u884c\u7406\u89e3[70]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/8be8589c78ba4fbe8ccf719df1503289.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c36\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c36\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>&nbsp;&nbsp;<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/e4ac1ed038a34e9d8c899648eaa8f18a.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c37\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c37\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>&nbsp;&nbsp;<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/108ad5f3200241b89e3494cc5206c53b.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c38\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c38\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u4e00\u53e5\u8bdd\uff0c\u4e0d\u5305\u542b\u6570\u636e\u7269\u7406\u6e90\u7684Data Fabric\u662f\u4ee5\u6570\u636e\u865a\u62df\u5316\u6280\u672f\u4e3a\u6838\u5fc3\u7684Logical Data Fabric\uff0c\u4e5f\u5c31\u662fdenodo\u5e73\u53f0\u89e3\u51b3\u7684\u95ee\u9898\u57df\u3002<\/p>\n<p>denodo\u5e73\u53f0\u5177\u4f53\u7684\u80fd\u529b\u67b6\u6784\u56fe\u5982\u4e0b[71]\uff1a<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/9e8846b860fd4a9abc2bc0921c2014ad.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c39\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c39\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>Denodo\u5e73\u53f0\u57fa\u4e8eConnect-Combine-Consume\u4e09\u4e2a\u80fd\u529b\u5b9e\u73b0\u6570\u636e\u865a\u62df\u5316\uff1a<\/p>\n<p>\u6570\u636e\u8fde\u63a5\uff1a\u53ef\u4ee5\u8fde\u63a5\u5230\u5404\u79cd\u7ed3\u6784\u5316\u6216\u975e\u7ed3\u6784\u5316\u6570\u636e\u6e90\uff0c\u5305\u62ec\u6570\u636e\u5e93\u3001\u5927\u6570\u636e\u7cfb\u7edf\u3001\u6d41\u5a92\u4f53\u670d\u52a1\u3001\u4e91\u5b58\u50a8\u5e93\u3001NoSQL \u6e90\u6216\u5e73\u9762\u6587\u4ef6\u3002<\/p>\n<p>\u6570\u636e\u5408\u5e76\uff1a\u57fa\u4e8e\u901a\u7528\u8bed\u4e49\u6a21\u578b\uff0c\u751f\u6210\u72ec\u7acb\u4e8e\u5176\u539f\u59cb\u683c\u5f0f\uff08\u5173\u7cfb\u6570\u636e\u5e93\u3001NoSQL\u3001Hadoop \u7b49\uff09\u7684\u6570\u636e\u89c6\u56fe\u3002<\/p>\n<p>\u6570\u636e\u6d88\u8d39\uff1a\u57fa\u4e8e\u7edf\u4e00\u7684\u6570\u636e\u670d\u52a1\uff0c\u63d0\u4f9b\u7edf\u4e00\u51fa\u53e3\u70b9\uff0c\u7528\u6237\u53ef\u4ee5\u4ece\u4e2d\u4f7f\u7528\u81ea\u5df1\u7684\u6570\u636e\uff0c\u5e76\u5e94\u7528\u5728\u6570\u636e\u5e02\u573a\u3001\u6570\u636e\u62a5\u544a\u3001\u4eea\u8868\u677f\u3001\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u3001Web \u5e94\u7528\u7a0b\u5e8f\u548c\u5176\u4ed6\u63a5\u53e3\u7b49\u573a\u666f\u4e0b\u3002<\/p>\n<p>Denodo\u5e73\u53f0\u6709\u4e09\u4e2a\u5173\u952e\u7684Data Fabric\u7279\u6027\uff1a\u667a\u80fd\u67e5\u8be2\u52a0\u901f\u7684\u81ea\u52a8\u5316\u63a8\u8350\u3001Schema\u53d8\u66f4\u63a2\u67e5\u53ca\u5f71\u54cd\u5206\u6790\u3001\u57fa\u4e8e\u6570\u636e\u865a\u62df\u5316\u8fdb\u884c\u6570\u636e\u8fc1\u79fb\u3002\u5176\u4e2d\u667a\u80fd\u52a0\u901f\u901a\u8fc7\u5386\u53f2\u76d1\u63a7\u6570\u636e\u7684\u7edf\u8ba1\u5206\u6790\u3001\u6570\u636e\u6765\u6e90\u7684\u6570\u636e\u7edf\u8ba1\u5206\u6790\u3001\u6267\u884c\u6210\u672c\u6a21\u62df\u5efa\u8bae\u7b49\u5efa\u8bbe\u7684\u4e3b\u52a8\u5143\u6570\u636e\u8fdb\u884c\u667a\u80fd\u63a8\u8350\uff0c\u800c\u6570\u636e\u865a\u62df\u5316\u8fc1\u79fb\u5efa\u8bae\u5206\u6279\u3001\u9694\u79bb\u7528\u6237\u4e0e\u8fc1\u79fb\u7684\u6570\u636e\u7b49\u65b9\u5f0f\u8fdb\u884c[68]\u3002<\/p>\n<h3>\u6211\u4eec\u5982\u4f55\u843d\u5730Data Fabric\uff1f<\/h3>\n<p>\u672a\u6765\u5df2\u6765\uff0c\u53ea\u662f\u5206\u5e03\u4e0d\u5747\u3002<\/p>\n<p>\u6280\u672f\u5206\u6790\u516c\u53f8\u4ee5\u53ca\u5404\u4e2a\u6570\u636e\u9886\u57df\u89e3\u51b3\u65b9\u6848\u7684\u9886\u5bfc\u8005\u90fd\u7ed9\u51fa\u4e86Data Fabric\u7684\u5177\u4f53\u80fd\u529b\u8981\u6c42\uff0cData Fabric\u5df2\u7ecf\u4ece\u6982\u5ff5\u9636\u6bb5\u8fdb\u5165\u5230\u4e86\u5b9e\u65bd\u5e76\u53d6\u5f97\u5177\u4f53\u4e1a\u52a1\u7ed3\u679c\u7684\u9636\u6bb5\u3002\u6211\u4eec\u53ef\u4ee5\u6839\u636e\u81ea\u8eab\u7684\u4e1a\u52a1\u3001\u6280\u672f\u6210\u719f\u5ea6\uff0c\u5e76\u7ed3\u5408\u4e0a\u8ff0Data 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style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/81e54c9b3fd04a67aeba5b1b76ebcd3e.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c40\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c40\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>A\u73af\u3002\u4f9d\u636ePDCA\u5b9e\u73b0\u5bf9\u76ee\u6807\u7ba1\u7406\u7684\u57fa\u7840\u8def\u5f84\u3002\u8ba1\u5212\u662f\u5236\u5b9a\u76ee\u6807\u548c\u624b\u6bb5\uff0c\u6267\u884c\u662f\u6309\u7167\u8ba1\u5212\u5b8c\u6210\u76ee\u6807\uff0c\u68c0\u67e5\u662f\u5224\u65ad\u5206\u6790\u76ee\u6807\u4e0e\u7ed3\u679c\u7684\u5dee\u5f02\u3002\u8fd9\u65f6\u5019\u5904\u7406\u7b56\u7565\u4ee5\u8bd5\u9519\u3001\u91cd\u590d\u52b3\u52a8\u548c\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u4e3a\u4e3b\uff0c\u5982\u52a0\u73ed\u52a0\u70b9\u5b8c\u6210\u98ce\u9669\u63a7\u5236\u3002\u8fd9\u4e2a\u73af\u662f\u6bd4\u8f83\u57fa\u7840\u548c\u6d45\u5c42\u7684\u601d\u8003\u3002<\/p>\n<p>B\u73af\u3002\u662f\u5b9e\u73b0\u5bf9\u76ee\u6807\u7ba1\u7406\u7684\u6839\u672c\u8def\u5f84\u3002\u5728\u6267\u884c\u4e2d\u4e0d\u65ad\u53cd\u601d\u8fc7\u7a0b\u7ed3\u679c\uff0c\u5224\u65ad\u8fc7\u7a0b\u7ed3\u679c\u4e0e\u8ba1\u5212\u76ee\u6807\u7684\u5dee\u5f02\u3002\u8fd9\u4e0eA\u73af\u7684\u5dee\u5f02\u5728\u4e8e\u4e0d\u4ec5\u4ece\u7ed3\u679c\u63cf\u8ff0\u5f02\u540c\uff0c\u800c\u4e14\u53ef\u4ee5\u901a\u8fc7\u8bed\u8a00\u6e05\u695a\u7684\u63cf\u8ff0\u51fa\u5dee\u5f02\uff0c\u4ece\u95ee\u9898\u7684\u672c\u8d28\u8fdb\u884c\u6839\u56e0\u5206\u6790\u5e76\u7ed9\u51fa\u89e3\u51b3\u65b9\u6848\u3002\u5728\u7ecf\u9a8c\u603b\u7ed3\u9636\u6bb5\u53ef\u4ee5\u5c06\u5206\u6790\u51fa\u7684\u539f\u56e0\u548c\u89e3\u51b3\u65b9\u6848\u62bd\u8c61\u5230\u77e5\u8bc6\u5c42\u9762\uff0c\u5f62\u6210\u4f53\u7cfb\u3001\u65b9\u6cd5\u8bba\u6216\u8005\u6807\u51c6\u89c4\u8303\uff0c\u6307\u5bfc\u67d0\u4e00\u7c7b\u5177\u4f53\u95ee\u9898\u7684\u89e3\u51b3\u3002\u8fd9\u4e2a\u73af\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u7684\u5b8c\u6210\u5de5\u4f5c\u548c\u5b8c\u6210\u77e5\u8bc6\u79ef\u7d2f\uff0c\u4f46\u4e0d\u80fd\u591f\u8fdb\u884c\u521b\u65b0\u3002<\/p>\n<p>C\u73af\u3002\u6301\u7eed\u6027\u7684\u6279\u5224\u6027\u53cd\u601d\uff0c\u7528\u65b0\u7684\u65b9\u6cd5\uff0c\u57fa\u4e8e\u65b0\u7684\u4fe1\u606f\u5bf9\u5f53\u524d\u80fd\u529b\u4ee5\u53ca\u672a\u6765\u89c4\u5212\u8fdb\u884c\u91cd\u65b0\u601d\u8003\uff0c\u53d1\u73b0\u4e1a\u52a1\u7684\u672c\u8d28\uff0c\u80fd\u5bf9\u5047\u8bbe\u8fdb\u884c\u521b\u65b0\u6027\u6539\u9020\uff08\u6216\u8005\u63d0\u51fa\u65b0\u7684\u5047\u8bbe\uff0c\u5b75\u5316\uff09\uff0c\u6d88\u9664\u5f71\u54cd\u7684\u53d8\u91cf\uff0c\u4ece\u6839\u672c\u4e0a\u91cd\u6784\u65b9\u6cd5\u548c\u76ee\u6807\u3002<\/p>\n<p>\u800c\u5728\u601d\u7ef4\u65b9\u5f0f\u4e0a\uff0c\u53ef\u4ee5\u53c2\u8003SCAMPER\u601d\u7ef4\u521b\u9020\u529b\u65b9\u6cd5\u8fdb\u884c\uff0c\u8fed\u4ee3Data Fabric\u7684\u80fd\u529b\u65b9\u5411\u548c\u573a\u666f\uff0c\u4e0d\u65ad\u9002\u5e94\u53d8\u5316\u7684\u4e1a\u52a1\u573a\u666f\uff1a<\/p>\n<ul>\n<li>\n<p>Substitute\uff08\u66ff\u4ee3\uff09\uff1a\u601d\u8003\u662f\u5426\u6709\u66ff\u4ee3\u65b9\u6848\uff08\u5982Data Mesh\u3001\u903b\u8f91\u6570\u4ed3\uff09\u3001\u4e1a\u754c\u5728\u8fd9\u4e2a\u80fd\u529b\u70b9\u4e0a\u662f\u5982\u4f55\u5b9e\u73b0\u7684\u5b9e\u73b0\u65b9\u6848\u662f\u4ec0\u4e48\uff08\u5982\u6570\u636e\u865a\u62df\u5316\uff09\u3001\u76ee\u6807\u5bf9\u8c61\u662f\u5426\u53ef\u4ee5\u66ff\u6362\uff0cData Fabric\u5e73\u53f0\u7684\u4f7f\u7528\u5bf9\u8c61\u8fdb\u884c\u53d8\u66f4\u6216\u8005\u66ff\u6362\u540e\uff0c\u7cfb\u7edf\u7684\u80fd\u529b\u8303\u56f4\u4f1a\u53d1\u751f\u600e\u6837\u7684\u53d8\u5316\uff0c\u8fd9\u4e9b\u53d8\u5316\u662f\u5426\u662f\u6211\u4eec\u671f\u671b\u7684\u3002\u66ff\u4ee3\u7684\u601d\u8003\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u52a0\u5168\u9762\u7684\u601d\u8003\u8bbe\u8ba1\u65b9\u6848\uff0c\u751a\u81f3\u5e26\u6765\u5168\u65b0\u7684\u8bbe\u8ba1\u548c\u5b9e\u65bd\u601d\u8def\u3002<\/p>\n<\/li>\n<li>\n<p>Combine\uff08\u5408\u5e76\uff09\uff1a\u6574\u5408\u529f\u80fd\u3001\u6574\u5408\u80fd\u529b\u3001\u6574\u5408\u7cfb\u7edf\uff0c\u590d\u5408\u578b\u7684\u601d\u8003\u800c\u975e\u5355\u4e00\u7ef4\u5ea6\u601d\u8003\u89e3\u51b3\u65b9\u6848\u3002\u6280\u672f\u7684\u672c\u8d28\u5c31\u662f\u5df2\u6709\u6280\u672f\u7684\u91cd\u65b0\u7ec4\u5408\u3002\u5982\u6574\u5408AI\u3001\u6570\u636e\u6e56\u3001\u6570\u636e\u4ed3\u5e93\u3001OLAP\u5206\u6790\u3001\u5b9e\u65f6\u8ba1\u7b97\u3001\u903b\u8f91\u7f16\u6392\u7b49\u6280\u672f\uff0c\u5e76\u5bf9\u6570\u636e\u6574\u4e2a\u94fe\u8def\u8fdb\u884c\u6253\u901a\uff0c\u5728\u5f62\u6210\u65b0\u7684\u6280\u672f\u80fd\u529b\u7684\u540c\u65f6\uff0c\u6570\u636e\u7cfb\u7edf\u66f4\u52a0\u4f53\u7cfb\u5316\u3001\u667a\u80fd\u5316\uff0c\u4ece\u800c\u5e2e\u52a9\u4e1a\u52a1\u83b7\u5f97\u66f4\u5feb\u7684\u6d1e\u5bdf\u6548\u7387\u3002<\/p>\n<\/li>\n<li>\n<p>Adapt\uff08\u6539\u8fdb\uff09\uff1a\u56f4\u7ed5\u67d0\u4e2a\u5177\u4f53\u95ee\u9898\uff0c\u8003\u8651\u6240\u6709\u53ef\u4ee5\u63d0\u5347\u3001\u6539\u8fdb\u7684\u73af\u8282\u3002\u6bd4\u5982\u5728\u6570\u636e\u96c6\u6210\u73af\u8282\uff0c\u80fd\u5426\u57fa\u4e8e\u6570\u636e\u538b\u7f29\u3001\u5185\u5b58\u8ba1\u7b97\u3001AI\u7b49\u80fd\u529b\u8fdb\u884c\u8ba1\u7b97\u6548\u7387\u7684\u63d0\u5347\uff0c\u80fd\u5426\u901a\u8fc7\u81ea\u52a8\u5316\u7684\u65b9\u5f0f\u63d0\u5347pipeline\u6548\u7387\uff0c\u80fd\u5426\u901a\u8fc7\u573a\u666f\u5316\u7684\u65b9\u6cd5\u7b80\u5316NoCode\u80fd\u529b\u7b49\u7b49<\/p>\n<\/li>\n<li>\n<p>Modify\uff08\u8c03\u6574\uff09\uff1a\u8c03\u6574\u601d\u8def\uff0c\u8c03\u6574\u67d0\u4e2a\u529f\u80fd\u7684\u5b9e\u73b0\u65b9\u6848\u6216\u8005\u903b\u8f91\uff0c\u6709\u53ef\u80fd\u4f1a\u5f62\u6210\u65b0\u7684\u903b\u8f91\u3002<\/p>\n<\/li>\n<li>\n<p>Put to other uses\uff08\u6539\u53d8\u7528\u9014\uff09\uff1a\u601d\u8003\u7cfb\u7edf\u53ef\u4ee5\u652f\u6491\u54ea\u4e9b\u65b0\u7684\u573a\u666f\uff0c\u6216\u8005\u7cfb\u7edf\u80fd\u989d\u5916\u5e26\u6765\u54ea\u4e9b\u6536\u76ca\uff0c\u91cd\u65b0\u601d\u8003\u8fd9\u4e9b\u989d\u5916\u6536\u76ca\uff0c\u76f8\u5e94\u7684\u6539\u53d8\u6211\u4eec\u7684\u80fd\u529b\uff0c\u6709\u53ef\u80fd\u4f1a\u5e26\u6765\u66f4\u5927\u7684\u7cfb\u7edf\u521b\u9020\u529b\uff08\u5f88\u591a\u60c5\u51b5\u4e0b\u662f\u56e0\u4e3a\u66ff\u4ee3\u800c\u4ea7\u751f\u51fa\u6765\u7684\u7528\u9014\u6539\u53d8\uff09\u3002<\/p>\n<\/li>\n<li>\n<p>Eliminate\uff08\u53bb\u9664\uff09\uff1aLess is More\uff0c\u5728\u51fa\u73b0\u601d\u7ef4\u74f6\u9888\u65f6\uff0c\u51cf\u6cd5\u601d\u7ef4\u4f1a\u5e26\u6765\u65b0\u7684\u601d\u8def\u3002\u6280\u672f\u65b9\u6848\u4e0a\u4e0d\u8fc7\u5ea6\u8bbe\u8ba1\uff0c\u80fd\u529b\u4e0a\u4e0d\u65e0\u9650\u6269\u5145\uff0c\u8fc7\u4e8e\u901a\u7528\u7684\u80fd\u529b\u5927\u6982\u7387\u4e0d\u592a\u597d\u7528\u3002<\/p>\n<\/li>\n<li>\n<p>Reverse\uff08\u53cd\u5411\uff09\uff1a\u9006\u5411\u601d\u7ef4\uff0c\u4ece\u95ee\u9898\u7684\u76f8\u53cd\u9762\u8fdb\u884c\u601d\u8003\uff0c\u53ef\u4ee5\u4ea7\u751f\u65b0\u7684\u601d\u8def\u548c\u8bbe\u8ba1\u65b9\u6848<\/p>\n<\/li>\n<\/ul>\n<h4>\uff083\uff09\u786e\u5b9a\u5b9e\u65bd\u8282\u594f<\/h4>\n<p>\u4ece\u6700\u57fa\u7840\u7684\u80fd\u529b\u5efa\u8d77\u3002\u5728\u8fdb\u884cData Fabric\u843d\u5730\u65f6\uff0c\u53ef\u4ee5\u4ece\u6700\u9700\u8981\u3001\u56e2\u961f\u638c\u63a7\u529b\u6700\u5f3a\u3001\u6700\u719f\u6089\u7684\u529f\u80fd\u5f00\u59cb\uff0c\u6bd4\u5982\u4ece\u5143\u6570\u636e\u7ba1\u7406\u5efa\u8bbe\u5f00\u59cb\uff0c\u5728\u8fdb\u884c\u5143\u6570\u636e\u7ba1\u7406\u5efa\u8bbe\u65f6\uff0c\u53c8\u53ef\u4ee5\u4ece\u88ab\u52a8\u5143\u6570\u636e\u5f00\u59cb\uff0c\u5efa\u8bbe\u65f6\u9700\u8981\u57fa\u4e8e\u56fe\u5f15\u64ce\u5b8c\u6210\u6846\u67b6\u80fd\u529b\uff0c\u8fd9\u662f\u5173\u952e\u3002\u540e\u7eed\u53ef\u4ee5\u63a8\u8fdb\u4e3b\u52a8\u5143\u6570\u636e\u3001\u96c6\u6210\u3001\u670d\u52a1\u7f16\u6392\u7b49\u80fd\u529b\u7684\u5efa\u8bbe\u3002<\/p>\n<p>\u4e0e\u4e1a\u52a1\u5145\u5206\u878d\u5408\u3002\u9700\u8981\u4ee5\u4e1a\u52a1\u4e3a\u7b2c\u4e00\uff0cData Fabric\u843d\u5730\u7684\u8def\u5f84\u8981\u4e0e\u4e1a\u52a1\u8bc9\u6c42\u7684\u4f18\u5148\u7ea7\u76f8\u7ed3\u5408\uff0c\u4f18\u5148\u6ee1\u8db3\u4e1a\u52a1\u6240\u6025\u9700\u8981\u7684\u80fd\u529b\uff0c\u6280\u672f\u89c4\u5212\u4f9d\u6258\u4e8e\u4e1a\u52a1\u9700\u6c42\u5f00\u5c55\uff0c\u4e1a\u52a1\u9700\u6c42\u653e\u5728\u6280\u672f\u9879\u76ee\u4e2d\u8fdb\u884c\u5b9e\u73b0\uff0c\u6301\u7eed\u5feb\u901f\u7684\u8ba9\u6280\u672f\u9879\u76ee\u4ea7\u751f\u5177\u4f53\u7684\u4e1a\u52a1\u4ef7\u503c\uff0c\u540c\u65f6\u4e0d\u65ad\u7684\u62d3\u5bbd\u6280\u672f\u9879\u76ee\u7684\u9700\u6c42\u8fb9\u754c\u3002\u6574\u4f53\u53ef\u4ee5\u9075\u5faa\u63d0\u6548\u4f18\u5148\u3001\u590d\u7528&amp;\u805a\u7126\u3001\u6a2a\u5411\u89c4\u5212\u3001\u7eb5\u5411\u5b9e\u65bd\u3001\u6025\u7528\u5148\u884c\u7684\u843d\u5730\u5b9e\u65bd\u7b56\u7565\u3002<\/p>\n<p style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/mushiming_com\/3a18a139e2234bde939505cb319a4211.png\" =\"\" =\"\" alt=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f (https:\/\/mushiming.com\/)  \u7b2c41\u5f20\" title=\"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data Fabric\u5230\u5e95\u662f\u4ec0\u4e48\uff1f  \u7b2c41\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>\u5f62\u6210\u5f71\u54cd\u529b\u3002Data 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Fabric\u6210\u4e3a\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u6700\u4f73\u89e3\u51b3\u65b9\u6848\uff0c\u5176\u5c06\u7528\u6237\u4e0e\u6570\u636e\u8fdb\u884c\u7cbe\u51c6\u3001\u654f\u6377\u3001\u9ad8\u6548\u7684\u5339\u914d\uff0c\u9884\u8ba1\u672a\u67651-2\u5e74\u5185\u4f1a\u5728\u56fd\u5185\u63a8\u884c\u5e76\u8fbe\u5230\u671f\u671b\u503c\u7684\u9876\u5cf0\u3002\u5e0c\u671b\u901a\u8fc7\u8fd9\u7bc7\u6587\u7ae0\u80fd\u591f\u4f7f\u5f97\u6570\u636e\u9886\u57df\u7684\u5efa\u8bbe\u8005\u3001\u9886\u5bfc\u8005\u6216\u8005\u5173\u6ce8\u8005\u80fd\u5bf9Data Fabric\u6709\u4e00\u4e2a\u6574\u4f53\u7684\u8ba4\u77e5\uff0c\u5e76\u7ed3\u5408\u81ea\u5df1\u7684\u4e1a\u52a1\u573a\u666f\u8fdb\u884c\u6709\u9009\u62e9\u3001\u6709\u7279\u8272\u7684\u843d\u5730\uff0c\u5171\u540c\u63a8\u8fdbData Fabric\u6210\u4e3a\u57fa\u7840\u3001\u5fc5\u5907\u80fd\u529b\u7684\u8fdb\u7a0b\u3002<\/p>\n<\/p>\n<h3>\u53c2\u8003\u8d44\u6599<\/h3>\n<p>1.https:\/\/www.gartner.com\/smarterwithgartner\/a-data-and-analytics-leaders-guide-to-data-literacy<\/p>\n<p>2.https:\/\/www.k2view.com\/blog\/data-literacy\/<\/p>\n<p>3.Technology Brief:Dynamic Data Fabric and Trusted Data Mesh using the Oracle GoldenGate Platform<\/p>\n<p>4.https:\/\/www.nexla.com\/top-5-data-fabric-takeaways\/<\/p>\n<p>5.https:\/\/www.wherescape.com\/solutions\/automation-software\/data-fabric\/<\/p>\n<p>6.https:\/\/developer.hpe.com\/blog\/data-fabric-the-future-of-data-management\/<\/p>\n<p>7.Big Data Fabric Architecture: How Big Data and Data Management Frameworks Converge to Bring a New Generation of Competitive Advantage for Enterprises<\/p>\n<p>8.The Forrester Wave\u2122\uff1aEnterprise Data Fabric, Q2 2020<\/p>\n<p>9.https:\/\/www.gartner.com\/smarterwithgartner\/data-fabric-architecture-is-key-to-modernizing-data-management-and-integration<\/p>\n<p>10.https:\/\/www.gartner.com\/doc\/reprints?id=1-251MKCBH&amp;ct=210119&amp;st=sb<\/p>\n<p>11.https:\/\/www.talend.com\/resources\/what-is-data-fabric\/<\/p>\n<p>12.https:\/\/www.tibco.com\/reference-center\/what-is-data-fabric<\/p>\n<p>13.https:\/\/www.informatica.com\/blogs\/why-a-metadata-knowledge-graph-is-essential-to-an-intelligent-data-fabric.html<\/p>\n<p>14.https:\/\/www.stardog.com\/blog\/how-data-fabrics-modernize-existing-data-management-investments\/<\/p>\n<p>15.https:\/\/www.gartner.com\/en\/information-technology\/glossary\/dark-data<\/p>\n<p>16.https:\/\/www.ibm.com\/analytics\/data-fabric<\/p>\n<p>17.http:\/\/www.qianjia.com\/html\/2021-11\/01_385247.html<\/p>\n<p>18.Talend,Definitive Guide to Data Integration<\/p>\n<p>19.https:\/\/www.datavirtualizationblog.com\/no-single-data-repository-can-be-your-silver-bullet\/<\/p>\n<p>20.Gartner,Top Trends in Data and Analytics for 2021: Data Fabric Is the Foundation<\/p>\n<p>21.Brian Arthur,\u6280\u672f\u7684\u672c\u8d28<\/p>\n<p>22.https:\/\/www.winwire.com\/data-fabric-modernizing-data-integration\/<\/p>\n<p>23.https:\/\/www.ibm.com\/downloads\/cas\/VBENPWJO<\/p>\n<p>24.https:\/\/reprints2.forrester.com\/#\/assets\/2\/76\/RES153219\/report<\/p>\n<p>25.https:\/\/www.dataversity.net\/weaving-big-data-fabric\/<\/p>\n<p>26.Gartner\uff0cWhat Is Data Fabric Design<\/p>\n<p>27.https:\/\/www.atscale.com\/blog\/building-practical-data-fabric-at-scale\/<\/p>\n<p>28.https:\/\/www.informatica.com\/blogs\/data-fabric-vs-data-mesh-3-key-differences-how-they-help-and-proven-benefits.html<\/p>\n<p>29.https:\/\/www.datanami.com\/2021\/06\/30\/the-data-mesh-emerges-in-pursuit-of-data-harmony\/<\/p>\n<p>30.https:\/\/www.datanami.com\/2021\/10\/25\/data-mesh-vs-data-fabric-understanding-the-differences\/<\/p>\n<p>31.https:\/\/martinfowler.com\/articles\/data-monolith-to-mesh.html<\/p>\n<p>32.https:\/\/www.gartner.com\/doc\/reprints?id=1-280YDJZH&amp;ct=211111&amp;st=sb<\/p>\n<p>33.http:\/\/www.jamesserra.com\/archive\/2021\/06\/data-fabric-defined\/<\/p>\n<p>34.Rick F.van der Lans,\u6570\u636e\u865a\u62df\u5316\uff1a\u5546\u52a1\u667a\u80fd\u7cfb\u7edf\u7684\u6570\u636e\u67b6\u6784\u4e0e\u7ba1\u7406<\/p>\n<p>35.https:\/\/techno-sapien.com\/blog\/dv-frontiers-2021<\/p>\n<p>36.https:\/\/www.cisco.com\/c\/dam\/m\/zh_cn\/internet-of-everything-ioe\/data-center\/pdfs\/Ten_Things_You_Need_to_Know_About_Data_Virtualization_v2_ZHCN.pdf<\/p>\n<p>37.StarDog\uff0cData fabric: the next generation of data management<\/p>\n<p>38.https:\/\/www.dataversity.net\/the-logical-data-fabric-a-single-place-for-data-integration\/<\/p>\n<p>39.https:\/\/www.dataversity.net\/the-logical-data-fabric-a-single-place-for-data-integration\/<\/p>\n<p>40.https:\/\/www.idgconnect.com\/article\/3632131\/the-rise-of-the-data-fabric-has-the-data-lake-run-its-course.html<\/p>\n<p>41.https:\/\/www.dataversity.net\/enterprise-data-unification-and-knowledge-graphs-making-complexity-simple\/<\/p>\n<p>42.https:\/\/www.poolparty.biz\/what-is-a-knowledge-graph\/<\/p>\n<p>43.https:\/\/www.topquadrant.com\/wp-content\/uploads\/2021\/06\/How-Metadata-Management-Must-Evolve-to-Support-Data-Fabric.pdf<\/p>\n<p>44.https:\/\/www.doit.com.cn\/p\/467279.html<\/p>\n<p>45.https:\/\/www.ibm.com\/downloads\/cas\/V4QYOAPR<\/p>\n<p>46.https:\/\/www.ibm.com\/analytics\/data-fabric<\/p>\n<p>47.https:\/\/www.ibm.com\/support\/producthub\/icpdata\/docs\/content\/SSQNUZ_latest\/cpd\/overview\/overview.html<\/p>\n<p>48.https:\/\/www.talend.com\/resources\/what-is-data-fabric\/<\/p>\n<p>49.https:\/\/www.stitchdata.com\/blog\/introducing-talend\/<\/p>\n<p>50.https:\/\/blogs.sap.com\/2020\/06\/16\/data-fabric-building-agility-and-resilience-into-your-data-management-practice\/<\/p>\n<p>51.https:\/\/www.ibm.com\/topics\/sap-hana<\/p>\n<p>52.SAP,High Performance Analytics with SAP HANA Virtual Models<\/p>\n<p>53.Cambridge Semantics,The Rise of the Knowledge Graph<\/p>\n<p>54.Scientific Data,The FAIR Guiding Principles for scientific data management and stewardship<\/p>\n<p>55.https:\/\/blog.cambridgesemantics.com\/cambridge-semantics-recognized-for-leadership-in-use-of-olap-knowledge-graph-technology-for-accelerated-data-integration<\/p>\n<p>56.https:\/\/cambridgesemantics.com\/data-fabric\/<\/p>\n<p>57.https:\/\/cambridgesemantics.com\/anzo-platform\/<\/p>\n<p>58.Cambridge Semantics\uff0cRobust, Agile,and Comprehensive:The Story of the Data Fabric<\/p>\n<p>59.https:\/\/docs.cambridgesemantics.com\/anzograph\/v2.2\/userdoc\/stat-functions.htm<\/p>\n<p>60.https:\/\/docs.cambridgesemantics.com\/anzograph\/v2.2\/userdoc\/graph-algorithms.htm<\/p>\n<p>61.https:\/\/docs.cambridgesemantics.com\/anzograph\/v2.2\/userdoc\/geo-spatial.htm<\/p>\n<p>62.https:\/\/docs.cambridgesemantics.com\/anzograph\/v2.2\/userdoc\/inferences.htm<\/p>\n<p>63.DATA.WORLD&amp;POOLPARTY,A NEW SOLUTION TO DATA SILOS<\/p>\n<p>64.https:\/\/blog.cambridgesemantics.com\/the-future-of-data-management-collective-intelligence-the-wisdom-of-knowledge-graphs<\/p>\n<p>65.https:\/\/www.denodo.com\/en\/about-us\/who-we-are<\/p>\n<p>66.https:\/\/www.dataversity.net\/weaving-big-data-fabric\/<\/p>\n<p>67.Denodo\uff0cThe Future of Data Strategy:Five trends that will shape what\u2019s coming next<\/p>\n<p>68.Denodo\uff0c3 Key Data Fabric Operational Features<\/p>\n<p>69.Denodo\uff0cThe Denodo Platform:Providing Agility in an Increasingly Complex Data Landscape<\/p>\n<p>70.Denodo, DATA VIRTUALIZATION PACKED LUNCH WEBINAR SERIES<\/p>\n<p>71.Denodo, Discover How a Logical Data Fabric Helps Organisations Overcome Data Silos And Black Holes<\/p>\n<p>72.\u9648\u6625\u82b1\uff0c2021\u5e74\u5173\u952e\u8bcd<\/p>\n","protected":false},"excerpt":{"rendered":"\u4e0b\u4e00\u4ee3\u6570\u636e\u67b6\u6784Data 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