{"id":370,"date":"2023-09-16T10:57:17","date_gmt":"2023-09-16T02:57:17","guid":{"rendered":""},"modified":"2023-09-16T10:57:17","modified_gmt":"2023-09-16T02:57:17","slug":"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784","status":"publish","type":"post","link":"https:\/\/mushiming.com\/370.html","title":{"rendered":"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784"},"content":{"rendered":"<p><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"display: none;\"> \n <path stroke-linecap=\"round\" d=\"M5,0 0,2.5 5,5z\" id=\"raphael-marker-block\" style=\"-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\"><\/path> \n<\/svg> <\/p>\n<div class=\"toc\">\n<h3>\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784<\/h3>\n<ul>\n<li>\u524d\u8a00<\/li>\n<li>\u4ec0\u4e48\u662f\u96c6\u4e2d\u5f0f\u7ed3\u6784\uff1f<\/li>\n<li>\u7ecf\u5178\u96c6\u4e2d\u5f0f\u7ed3\u6784<\/li>\n<li>\n<ul>\n<li>Google Borg<\/li>\n<li>Kubernetes<\/li>\n<li>Mesos<\/li>\n<\/ul>\n<\/li>\n<li>\u5206\u6790\u5bf9\u6bd4<\/li>\n<li>\u77e5\u8bc6\u6269\u5c55\uff1aMesos \u662f\u5982\u4f55\u652f\u6301\u5bb9\u5668\u90e8\u7f72\u7684\uff1f<\/li>\n<li>\u603b\u7ed3<\/li>\n<\/ul>\n<\/div>\n<hr color=\"#000000\" size=\"1&quot;\">\n<h1>\u524d\u8a00<\/h1>\n<p>\u4e91\u4e0a\u7684\u8d44\u6e90\u4e30\u5bcc\uff0c\u53ef\u4ee5\u5c3d\u53ef\u80fd\u5730\u628a\u66f4\u591a\u7684\u670d\u52a1\u5668\u7ec4\u7ec7\u8d77\u6765\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u7edf\u4e00\u7684\u8d44\u6e90\uff0c\u4e3a\u591a\u4e2a\u7528\u6237\u63d0\u4f9b\u670d\u52a1\u3002\u800c\u5982\u4f55\u7ec4\u7ec7\uff0c\u5c31\u662f\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\u7684\u8303\u7574\u4e86\u3002<\/p>\n<p>\u5f88\u591a\u573a\u666f\u4e0b\uff0c\u8bf7\u6c42\u90fd\u4f1a\u6c47\u603b\u5230\u4e00\u53f0\u670d\u52a1\u5668\u4e0a\uff0c\u7531\u8fd9\u53f0\u670d\u52a1\u5668\u7edf\u4e00\u534f\u8c03\u8bf7\u6c42\u548c\u5176\u4ed6\u670d\u52a1\u5668\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u8fd9\u79cd<strong>\u7531\u4e00\u53f0\u670d\u52a1\u5668\u7edf\u4e00\u7ba1\u7406\u5176\u4ed6\u670d\u52a1\u5668\u7684\u65b9\u5f0f\uff0c\u5c31\u662f\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\u4e2d\u7684\u96c6\u4e2d\u5f0f\u7ed3\u6784\uff08\u4e5f\u79f0\u4e3a Master\/Slave \u67b6\u6784\uff09<\/strong>\u3002<\/p>\n<h1>\u4ec0\u4e48\u662f\u96c6\u4e2d\u5f0f\u7ed3\u6784\uff1f<\/h1>\n<p>\u96c6\u4e2d\u5f0f\u7ed3\u6784\u662f\u7531\u4e00\u53f0\u6216\u591a\u53f0\u670d\u52a1\u5668\u7ec4\u6210\u4e2d\u592e\u670d\u52a1\u5668\uff0c\u7cfb\u7edf\u5185\u7684\u6240\u6709\u6570\u636e\u90fd\u5b58\u50a8\u5728\u4e2d\u592e\u670d\u52a1\u5668\u4e2d\uff0c\u7cfb\u7edf\u5185\u6240\u6709\u7684\u4e1a\u52a1\u4e5f\u5747\u5148\u7531\u4e2d\u592e\u670d\u52a1\u5668\u5904\u7406\u3002\u591a\u4e2a\u8282\u70b9\u670d\u52a1\u5668\u4e0e\u4e2d\u592e\u670d\u52a1\u5668\u8fde\u63a5\uff0c\u5e76\u5c06\u81ea\u5df1\u7684\u4fe1\u606f\u6c47\u62a5\u7ed9\u4e2d\u592e\u670d\u52a1\u5668\uff0c\u7531\u4e2d\u592e\u670d\u52a1\u5668\u7edf\u4e00\u8fdb\u884c\u8d44\u6e90\u548c\u4efb\u52a1\u8c03\u5ea6\uff1a\u4e2d\u592e\u670d\u52a1\u5668\u6839\u636e\u8fd9\u4e9b\u4fe1\u606f\uff0c\u5c06\u4efb\u52a1\u4e0b\u8fbe\u7ed9\u8282\u70b9\u670d\u52a1\u5668\uff1b\u8282\u70b9\u670d\u52a1\u5668\u6267\u884c\u4efb\u52a1\uff0c\u5e76\u5c06\u7ed3\u679c\u53cd\u9988\u7ed9\u4e2d\u592e\u670d\u52a1\u5668\u3002<\/p>\n<p>\u96c6\u4e2d\u5f0f\u7ed3\u6784\u6700\u5927\u7684\u7279\u70b9\uff0c\u5c31\u662f\u90e8\u7f72\u7ed3\u6784\u7b80\u5355\u3002\u56e0\u4e3a\u96c6\u4e2d\u5f0f\u7cfb\u7edf\u7684\u4e2d\u592e\u670d\u52a1\u5668\u5f80\u5f80\u662f\u591a\u4e2a\u5177\u6709\u8f83\u5f3a\u8ba1\u7b97\u80fd\u529b\u548c\u5b58\u50a8\u80fd\u529b\u7684\u8ba1\u7b97\u673a\uff0c\u4e3a\u6b64\u4e2d\u592e\u670d\u52a1\u5668\u8fdb\u884c\u7edf\u4e00\u7ba1\u7406\u548c\u8c03\u5ea6\u4efb\u52a1\u65f6\uff0c\u65e0\u9700\u8003\u8651\u5bf9\u4efb\u52a1\u7684\u591a\u8282\u70b9\u90e8\u7f72\uff0c\u800c\u8282\u70b9\u670d\u52a1\u5668\u4e4b\u95f4\u65e0\u9700\u901a\u4fe1\u548c\u534f\u4f5c\uff0c\u53ea\u8981\u4e0e\u4e2d\u592e\u670d\u52a1\u5668\u901a\u4fe1\u534f\u4f5c\u5373\u53ef\uff0c\u5177\u4f53\u793a\u610f\u56fe\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/common_img\/8a13458786e34e6a8ecd6d5307669d3e.png\" =\"\" =\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" alt=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 (https:\/\/mushiming.com\/) \u7ecf\u9a8c\u5206\u4eab \u7b2c1\u5f20\" title=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 \u7ecf\u9a8c\u5206\u4eab \u7b2c1\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<h1>\u7ecf\u5178\u96c6\u4e2d\u5f0f\u7ed3\u6784<\/h1>\n<h2>Google Borg<\/h2>\n<p>Borg \u662f Google \u5185\u90e8\u4f7f\u7528\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\uff0c\u91c7\u7528\u4e86\u5178\u578b\u7684\u96c6\u4e2d\u5f0f\u7ed3\u6784\uff0c\u8d1f\u8d23\u63d0\u4ea4\u3001\u8c03\u5ea6\u3001\u5f00\u59cb\u3001\u91cd\u542f\u548c\u7ba1\u7406 Google \u8fd0\u884c\u5728\u5176\u4e0a\u7684\u6240\u6709\u5e94\u7528\u3002<\/p>\n<p>\u5728 Borg \u4e2d\uff0c\u4e00\u4e2a\u96c6\u7fa4\u79f0\u4e3a\u4e00\u4e2a Cell\uff0c\u6bcf\u4e2a Cell \u91cc\u9762\u6709\u4e00\u4e2a Leader\uff0c\u79f0\u4e3a BorgMaster\uff0c\u5373\u4e3a\u4e2d\u592e\u670d\u52a1\u5668\uff1b\u5176\u4ed6\u670d\u52a1\u5668\u4e3a\u8282\u70b9\u670d\u52a1\u5668\u6216\u4ece\u670d\u52a1\u5668\uff0c\u88ab\u79f0\u4e3a Borglet\u3002<\/p>\n<p><strong>BorgMaster<\/strong> \u7531\u4e24\u4e2a\u8fdb\u7a0b\u7ec4\u6210\uff0c\u4e00\u4e2a\u662f Borgmaster \u4e3b\u8fdb\u7a0b\uff0c\u4e00\u4e2a\u662f\u72ec\u7acb\u7684 scheduler \u8fdb\u7a0b\uff1a<\/p>\n<ul>\n<li>\u4e3b\u8fdb\u7a0b\u5904\u7406\u5ba2\u6237\u7aef\u7684 RPC \u8bf7\u6c42\uff0c\u6bd4\u5982\u4efb\u52a1\u7684\u6267\u884c\u72b6\u6001\u66f4\u65b0\u6216\u8005\u67e5\u8be2\u7b49\uff1b\u540c\u65f6\u7ba1\u7406\u7cfb\u7edf\u4e2d\u6240\u6709\u5b9e\u4f53\u7684\u72b6\u6001\uff08\u6bd4\u5982\uff0c\u670d\u52a1\u5668\u3001\u4efb\u52a1\u7b49\uff09\uff0c\u5e76\u8d1f\u8d23\u548c Borglet \u901a\u4fe1\u3002<\/li>\n<li>scheduler \u8fdb\u7a0b\u8d1f\u8d23\u4efb\u52a1\u8c03\u5ea6\uff0c\u901a\u8fc7\u4efb\u52a1\u5bf9\u8d44\u6e90\u7684\u9700\u6c42\u4ee5\u53ca\u5f53\u524d Borglet \u6240\u5728\u670d\u52a1\u5668\u7684\u8d44\u6e90\u60c5\u51b5\u8fdb\u884c\u5339\u914d\uff0c\u4e3a\u4efb\u52a1\u5bfb\u627e\u4e00\u4e2a\u5408\u9002\u7684\u8282\u70b9\u670d\u52a1\u5668\u6267\u884c\u3002<\/li>\n<\/ul>\n<p><strong>Borglet<\/strong>\u662f\u8fd0\u884c\u5728\u6bcf\u4e2a\u8282\u70b9\u673a\u5668\u7684\u4e00\u4e2a agent\uff0c\u8d1f\u8d23\u4efb\u52a1\u7684\u62c9\u8d77\u3001\u505c\u6b62\u3001\u91cd\u542f\u7b49\uff0c\u5e76\u7ba1\u7406\u548c\u641c\u96c6\u672c\u670d\u52a1\u5668\u8d44\u6e90\uff0c\u5c06\u4efb\u52a1\u7684\u72b6\u6001\u3001\u670d\u52a1\u5668\u72b6\u6001\u7b49\u4fe1\u606f\u4e0a\u62a5\u7ed9 BorgMaster\u3002\u800c BorgMaster \u4f1a\u5468\u671f\u6027\u5730\u8f6e\u8be2\u6bcf\u4e2a Borglet\uff0c\u4ee5\u83b7\u53d6\u8282\u70b9\u670d\u52a1\u5668\u7684\u72b6\u6001\u548c\u8d44\u6e90\u4fe1\u606f\u7b49\u3002<\/p>\n<p>Borg \u7684\u6574\u4f53\u67b6\u6784\u793a\u610f\u56fe\u5982\u4e0b\u6240\u793a\uff1a<br \/> <img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/common_img\/1dce607fcc9846d297175b5091b6f35f.png\" =\"\" =\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" alt=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 (https:\/\/mushiming.com\/) \u7ecf\u9a8c\u5206\u4eab \u7b2c2\u5f20\" title=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 \u7ecf\u9a8c\u5206\u4eab \u7b2c2\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><br \/> Borg \u7684\u4e3b\u8981\u7528\u6237\u662f Google \u7684\u5f00\u53d1\u8005\u4ee5\u53ca\u8fd0\u884c Google \u5e94\u7528\u548c\u670d\u52a1\u7684\u7cfb\u7edf\u7ba1\u7406\u5458\uff08\u7f51\u7ad9\u53ef\u9760\u6027\u5de5\u7a0b\u5e08\uff0c\u7b80\u79f0 SRE\uff09\u3002\u7528\u6237\u4ee5 Job \u7684\u5f62\u5f0f\u5411 Borg \u63d0\u4ea4\u5de5\u4f5c\uff0c\u6bcf\u4e2a Job \u7531\u8fd0\u884c\u4e00\u4e2a\u6216\u591a\u4e2a\u8fd0\u884c\u76f8\u540c\u7a0b\u5e8f\u7684 Task \u7ec4\u6210\u3002\u6bcf\u4e2a Job \u8fd0\u884c\u5728\u4e00\u4e2a Borg Cell \u4e2d\uff0c\u5e76\u5c06\u4e00\u7ec4\u673a\u5668\u5f53\u505a\u4e00\u4e2a\u5355\u5143\u8fdb\u884c\u7ba1\u7406\u3002<\/p>\n<p>Borg \u53ef\u4ee5\u8fd0\u884c\u5404\u79cd\u5404\u6837\u7684\u4efb\u52a1\uff0c\u8fd9\u4e9b\u4efb\u52a1\u4e3b\u8981\u5206\u4e3a\u4e24\u7c7b\uff1a<\/p>\n<ul>\n<li><strong>\u957f\u670d\u52a1<\/strong>\uff1a\u957f\u65f6\u95f4\u8fd0\u884c\u4e0d\u505c\u6b62\u7684\u670d\u52a1\uff0c\u5e76\u4e14\u8981\u6c42\u80fd\u591f\u5904\u7406\u77ed\u6682\u7684\u3001\u5ef6\u8fdf\u654f\u611f\u7684\u8bf7\u6c42\uff08\u5ef6\u8fdf\u8981\u6c42\u5728\u51e0\u5fae\u79d2\u5230\u51e0\u767e\u6beb\u79d2\u4e4b\u95f4\uff09\u3002\u8fd9\u4e9b\u670d\u52a1\u4e3b\u8981\u7528\u4e8e\u9762\u5411\u7ec8\u7aef\u7528\u6237\u7684\u670d\u52a1\uff08\u6bd4\u5982 Gmail\u3001Google Docs\u3001Web \u641c\u7d22\uff09\uff0c\u4ee5\u53ca\u5185\u90e8\u7684\u4e00\u4e9b\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\uff08\u6bd4\u5982 BigTable\uff09\u3002<\/li>\n<li><strong>\u6279\u5904\u7406\u4efb\u52a1<\/strong>\uff1a\u901a\u5e38\u9700\u8981\u51e0\u79d2\u5230\u51e0\u5929\u7684\u65f6\u95f4\u6765\u5b8c\u6210\u7684\u6279\u5904\u7406 Job\uff0c\u8fd9\u4e9b Job \u5bf9\u77ed\u65f6\u95f4\u7684\u6027\u80fd\u6ce2\u52a8\u5e76\u4e0d\u662f\u975e\u5e38\u654f\u611f\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u8d1f\u8f7d\u901a\u5e38\u5728 Cell \u4e4b\u95f4\u6df7\u5408\u5206\u5e03\uff0c\u6bcf\u4e2a Cell \u968f\u7740\u4e3b\u8981\u79df\u6237\u4ee5\u53ca\u65f6\u95f4\u7684\u4e0d\u540c\u4f1a\u8fd0\u884c\u5404\u79cd\u4e0d\u540c\u7684\u5e94\u7528\uff1a\u6279\u5904\u7406\u7c7b\u578b\u7684 Job \u6765\u4e86\u53c8\u8d70\uff0c\u800c\u8bb8\u591a\u9762\u5411\u7ec8\u7aef\u7528\u6237\u7684 Job \u53c8\u671f\u671b\u4e00\u4e2a\u80fd\u957f\u65f6\u95f4\u4f7f\u7528\u7684\u6a21\u5f0f\u3002<\/p>\n<p>Borg \u4e3b\u8981\u6709\u4e09\u5927<strong>\u4f18\u70b9<\/strong>\uff1a<\/p>\n<ul>\n<li>\u5f00\u53d1\u8005\u53ea\u9700\u5173\u6ce8\u5e94\u7528\uff0c\u4e0d\u9700\u8981\u5173\u6ce8\u5e95\u5c42\u8d44\u6e90\u7ba1\u7406\u3002\u5b83\u9690\u85cf\u4e86\u8d44\u6e90\u7ba1\u7406\u4ee5\u53ca\u9519\u8bef\u5904\u7406\uff0c\u56e0\u6b64\u7528\u6237\u80fd\u96c6\u4e2d\u7cbe\u529b\u5f00\u53d1\u5e94\u7528\u3002<\/li>\n<li>\u9ad8\u53ef\u9760\u6027\u548c\u53ef\u7528\u6027\uff0c\u652f\u6301\u591a\u79cd\u5e94\u7528\u3002<\/li>\n<li>\u652f\u6301\u4e0a\u5343\u7ea7\u670d\u52a1\u5668\u7684\u7ba1\u7406\u548c\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<p>Borg \u5e76\u4e0d\u662f\u7b2c\u4e00\u4e2a\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\u7cfb\u7edf\uff0c\u4f46\u5374\u662f\u5c11\u6570\u80fd\u5728\u8fd9\u4e48\u5927\u89c4\u6a21\u5904\u7406\u8fd9\u4e9b\u95ee\u9898\u7684\u540c\u65f6\uff0c\u8fd8\u80fd\u5b9e\u73b0\u8fd9\u6837\u7684\u5f39\u6027\u548c\u5b8c\u6574\u6027\u7684\u7cfb\u7edf\u4e4b\u4e00\u3002<\/p>\n<h2>Kubernetes<\/h2>\n<p>Kubernetes \u662f Google \u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f Borg \u7684\u4e00\u4e2a\u5f00\u6e90\u7248\u672c\u3002Kubernetes \u662f\u7528\u4e8e\u81ea\u52a8\u90e8\u7f72\u3001\u6269\u5c55\u548c\u7ba1\u7406\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\u7684\u5f00\u6e90\u7cfb\u7edf\u3002\u6838\u5fc3\u662f\u5728\u96c6\u7fa4\u7684\u8282\u70b9\u4e0a\u8fd0\u884c\u5bb9\u5668\u5316\u5e94\u7528\uff0c\u53ef\u4ee5\u8fdb\u884c\u81ea\u52a8\u5316\u5bb9\u5668\u64cd\u4f5c\uff0c\u5305\u62ec\u90e8\u7f72\u3001\u8c03\u5ea6\u548c\u5728\u8282\u70b9\u95f4\u5f39\u6027\u4f38\u7f29\u7b49\u3002<\/p>\n<p>Kubernetes \u4e5f\u662f\u5178\u578b\u7684\u96c6\u4e2d\u5f0f\u7ed3\u6784\uff0c\u4e00\u4e2a Kubernetes \u96c6\u7fa4\uff0c\u4e3b\u8981\u7531 Master \u8282\u70b9\u548c Worker \u8282\u70b9\u7ec4\u6210\uff0c\u4ee5\u53ca\u5ba2\u6237\u7aef\u547d\u4ee4\u884c\u5de5\u5177 kubectl \u548c\u5176\u4ed6\u9644\u52a0\u9879\u3002<\/p>\n<p><strong>Master<\/strong> \u8282\u70b9\u8fd0\u884c\u5728\u4e2d\u5fc3\u670d\u52a1\u5668\u4e0a\uff0cMaster \u8282\u70b9\u7531 API Server\u3001Scheduler\u3001Cluster State Store \u548c Control Manger Server \u7ec4\u6210\uff0c\u8d1f\u8d23\u5bf9\u96c6\u7fa4\u8fdb\u884c\u8c03\u5ea6\u7ba1\u7406\uff1a<\/p>\n<ul>\n<li>API Server\uff1a\u662f\u6240\u6709 REST \u547d\u4ee4\u7684\u5165\u53e3\uff0c\u8d1f\u8d23\u5904\u7406 REST \u7684\u64cd\u4f5c\uff0c\u786e\u4fdd\u5b83\u4eec\u751f\u6548\uff0c\u5e76\u6267\u884c\u76f8\u5173\u4e1a\u52a1\u903b\u8f91\u3002<\/li>\n<li>Scheduler\uff1a\u6839\u636e\u5bb9\u5668\u9700\u8981\u7684\u8d44\u6e90\u4ee5\u53ca\u5f53\u524d Worker \u8282\u70b9\u6240\u5728\u8282\u70b9\u670d\u52a1\u5668\u7684\u8d44\u6e90\u4fe1\u606f\uff0c\u81ea\u52a8\u4e3a\u5bb9\u5668\u9009\u62e9\u5408\u9002\u7684\u8282\u70b9\u670d\u52a1\u5668\u3002<\/li>\n<li>Cluster State Store\uff1a\u96c6\u7fa4\u72b6\u6001\u5b58\u50a8\uff0c\u9ed8\u8ba4\u91c7\u7528 etcd\uff0cetcd \u662f\u4e00\u4e2a\u5206\u5e03\u5f0f key-value \u5b58\u50a8\uff0c\u4e3b\u8981\u7528\u6765\u505a\u5171\u4eab\u914d\u7f6e\u548c\u670d\u52a1\u53d1\u73b0\u3002<\/li>\n<li>Control Manager\uff1a\u7528\u4e8e\u6267\u884c\u5927\u90e8\u5206\u7684\u96c6\u7fa4\u5c42\u6b21\u7684\u529f\u80fd\uff0c\u6bd4\u5982\u6267\u884c\u751f\u547d\u5468\u671f\u529f\u80fd\uff08\u547d\u540d\u7a7a\u95f4\u521b\u5efa\u548c\u751f\u547d\u5468\u671f\u3001\u4e8b\u4ef6\u5783\u573e\u6536\u96c6\u3001\u5df2\u7ec8\u6b62\u5783\u573e\u6536\u96c6\u3001\u7ea7\u8054\u5220\u9664\u5783\u573e\u6536\u96c6\u7b49\uff09\u548c API \u4e1a\u52a1\u903b\u8f91\u3002<\/li>\n<\/ul>\n<p><strong>Worker<\/strong> \u8282\u70b9\u4f5c\u4e3a\u771f\u6b63\u7684\u5de5\u4f5c\u8282\u70b9\uff0c\u8fd0\u884c\u5728\u4ece\u8282\u70b9\u670d\u52a1\u5668\uff0c\u5305\u62ec kubelet \u548c kube-proxy \u6838\u5fc3\u7ec4\u4ef6\uff0c\u8d1f\u8d23\u8fd0\u884c\u4e1a\u52a1\u5e94\u7528\u7684\u5bb9\u5668\u3002<\/p>\n<ul>\n<li>kubelet\uff1a\u7528\u4e8e\u901a\u8fc7\u547d\u4ee4\u884c\u4e0e API Server \u8fdb\u884c\u4ea4\u4e92\uff0c\u6839\u636e\u63a5\u6536\u5230\u7684\u8bf7\u6c42\u5bf9 Worker \u8282\u70b9\u8fdb\u884c\u64cd\u4f5c\u3002\u901a\u8fc7\u4e0e API Server \u8fdb\u884c\u901a\u4fe1\uff0c\u63a5\u6536 Master \u8282\u70b9\u6839\u636e\u8c03\u5ea6\u7b56\u7565\u53d1\u51fa\u7684\u8bf7\u6c42\u6216\u547d\u4ee4\uff0c\u5728 Worker \u8282\u70b9\u4e0a\u7ba1\u63a7\u5bb9\u5668\uff08Pod\uff09\uff0c\u5e76\u7ba1\u63a7\u5bb9\u5668\u7684\u8fd0\u884c\u72b6\u6001\uff08\u6bd4\u5982\uff0c\u91cd\u65b0\u542f\u52a8\u51fa\u73b0\u6545\u969c\u7684 Pod\uff09\u7b49\u3002Pod \u662f Kubernetes \u7684\u6700\u5c0f\u5de5\u4f5c\u5355\u5143\uff0c\u6bcf\u4e2a Pod \u5305\u542b\u4e00\u4e2a\u6216\u591a\u4e2a\u5bb9\u5668\u3002<\/li>\n<li>kube-proxy\uff1a\u8d1f\u8d23\u4e3a\u5bb9\u5668\uff08Pod\uff09\u521b\u5efa\u7f51\u7edc\u4ee3\u7406 \/ \u8d1f\u8f7d\u5e73\u8861\u670d\u52a1\uff0c\u4ece API Server \u83b7\u53d6\u6240\u6709 Server \u4fe1\u606f\uff0c\u5e76\u6839\u636e Server \u4fe1\u606f\u521b\u5efa\u4ee3\u7406\u670d\u52a1\uff0c\u8fd9\u79cd\u4ee3\u7406\u670d\u52a1\u79f0\u4e4b\u4e3a Service\u3002Kube-proxy \u4e3b\u8981\u8d1f\u8d23\u7ba1\u7406 Service \u7684\u8bbf\u95ee\u5165\u53e3\uff0c\u5373\u5b9e\u73b0\u96c6\u7fa4\u5185\u7684 Pod \u5ba2\u6237\u7aef\u8bbf\u95ee Service\uff0c\u6216\u8005\u662f\u96c6\u7fa4\u5916\u8bbf\u95ee Service\uff0c\u5177\u6709\u76f8\u540c\u670d\u52a1\u7684\u4e00\u7ec4 Pod \u53ef\u62bd\u8c61\u4e3a\u4e00\u4e2a Service\u3002\u6bcf\u4e2a Service \u90fd\u6709\u4e00\u4e2a\u865a\u62df IP \u5730\u5740\uff08VIP\uff09\u548c\u7aef\u53e3\u53f7\u4f9b\u5ba2\u6237\u7aef\u8bbf\u95ee\u3002<\/li>\n<\/ul>\n<p>Kubernetes \u67b6\u6784\u793a\u610f\u56fe\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/common_img\/8a53a5a20c124ddfb8414508129f2e2c.png\" =\"\" =\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" alt=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 (https:\/\/mushiming.com\/) \u7ecf\u9a8c\u5206\u4eab \u7b2c3\u5f20\" title=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 \u7ecf\u9a8c\u5206\u4eab \u7b2c3\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><br \/> Kube DNS \u8d1f\u8d23\u4e3a\u6574\u4e2a\u96c6\u7fa4\u63d0\u4f9b DNS \u670d\u52a1\uff1bCNI \u662f Container Network Interface \u7684\u4e00\u4e2a\u6807\u51c6\u7684\u901a\u7528\u63a5\u53e3\uff0c\u7528\u4e8e\u8fde\u63a5\u5bb9\u5668\u7ba1\u7406\u7cfb\u7edf\u548c\u7f51\u7edc\u63d2\u4ef6\u3002<\/p>\n<p>\u4e0e Borg \u4e0d\u540c\u7684\u662f\uff0cKubernetes \u4e3b\u8981\u662f\u4e00\u4e2a\u5bb9\u5668\u7f16\u6392\u5f15\u64ce\uff0c\u4e0d\u4ec5\u652f\u6301 Docker\uff0c\u8fd8\u652f\u6301 Rocket\u3002<\/p>\n<p>\u5728\u5bb9\u5668\u7ba1\u7406\u65b9\u9762\uff0cKubernetes \u6709\u5f88\u591a<strong>\u4f18\u52bf<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u52a8\u5316\u5bb9\u5668\u7684\u90e8\u7f72\u548c\u590d\u5236<\/strong>\u3002Kubernetes \u6267\u884c\u5bb9\u5668\u7f16\u6392\uff0c\u56e0\u6b64\u4e0d\u5fc5\u4eba\u5de5\u7f16\u5199\u8fd9\u4e9b\u4efb\u52a1\u7684\u811a\u672c\u3002<\/li>\n<li><strong>\u5c06\u5bb9\u5668\u7ec4\u7ec7\u4e3a\u7ec4\uff0c\u5f39\u6027\u4f38\u7f29<\/strong>\u3002Kubernetes \u5f15\u5165 Pod \u673a\u5236\uff0cPod \u4ee3\u8868\u7740\u80fd\u591f\u4f5c\u4e3a\u5355\u4e00\u5e94\u7528\u7a0b\u5e8f\u52a0\u4ee5\u63a7\u5236\u7684\u4e00\u7ec4\u5bb9\u5668\u96c6\u5408\u3002\u901a\u8fc7 Pod \u673a\u5236\uff0cKubernetes \u5b9e\u73b0\u4e86\u591a\u4e2a\u5bb9\u5668\u7684\u534f\u4f5c\uff0c\u80fd\u591f\u6709\u6548\u907f\u514d\u5c06\u592a\u591a\u529f\u80fd\u96c6\u4e2d\u5230\u5355\u4e00\u5bb9\u5668\u955c\u50cf\u8fd9\u6837\u7684\u9519\u8bef\u5b9e\u8df5\u4e2d\u3002\u6b64\u5916\uff0c\u8f6f\u4ef6\u53ef\u4ee5\u5411\u5916\u6269\u5c55\u8de8\u8d8a\u591a\u4e2a Pods \u5b9e\u73b0\u521d\u6b65\u90e8\u7f72\uff0c\u4e14\u76f8\u5173\u90e8\u7f72\u53ef\u968f\u65f6\u8fdb\u884c\u89c4\u6a21\u4f38\u7f29\u3002<\/li>\n<li><strong>\u5bb9\u5668\u95f4\u8d1f\u8f7d\u5747\u8861<\/strong>\u3002Services \u7528\u4e8e\u5c06\u5177\u5907\u7c7b\u4f3c\u529f\u80fd\u7684\u591a\u4e2a Pod \u6574\u5408\u4e3a\u4e00\u7ec4\uff0c\u53ef\u8f7b\u677e\u8fdb\u884c\u914d\u7f6e\u4ee5\u5b9e\u73b0\u5176\u53ef\u53d1\u73b0\u6027\u3001\u53ef\u89c2\u5bdf\u6027\u3001\u6a2a\u5411\u6269\u5c55\u4ee5\u53ca\u8d1f\u8f7d\u5747\u8861\u3002<\/li>\n<li><strong>\u6613\u4e8e\u7248\u672c\u63a7\u5236\u4e0e\u6eda\u52a8\u66f4\u65b0<\/strong>\u3002Kubernetes \u91c7\u53d6\u201c\u6eda\u52a8\u65b9\u5f0f\u201d\u5b9e\u73b0\u7f16\u6392\uff0c\u4e14\u53ef\u8de8\u8d8a\u90e8\u7f72\u8303\u56f4\u5185\u7684\u5168\u90e8 Pod\u3002\u8fd9\u4e9b\u6eda\u52a8\u66f4\u65b0\u53ef\u8fdb\u884c\u7f16\u6392\uff0c\u5e76\u4ee5\u9884\u5b9a\u4e49\u65b9\u5f0f\u914d\u5408\u5f53\u524d\u53ef\u80fd\u5c1a\u4e0d\u53ef\u7528\u7684 Pods \u6570\u91cf\uff0c\u4ee5\u53ca\u6682\u65f6\u5b58\u5728\u7684\u95f2\u7f6e Pods \u6570\u91cf\u3002Kubernetes \u5229\u7528\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\u955c\u50cf\u7248\u672c\u5bf9\u5df2\u90e8\u7f72 Pods \u8fdb\u884c\u66f4\u65b0\uff0c\u5e76\u5728\u53d1\u73b0\u5f53\u524d\u7248\u672c\u5b58\u5728\u4e0d\u7a33\u5b9a\u95ee\u9898\u65f6\u56de\u6eda\u81f3\u65e9\u671f\u90e8\u7f72\u7248\u672c\u3002<\/li>\n<\/ul>\n<h2>Mesos<\/h2>\n<p>Apache \u65d7\u4e0b\u7684\u5f00\u6e90\u5206\u5e03\u5f0f\u8d44\u6e90\u7ba1\u7406\u6846\u67b6 Mesos \u88ab\u79f0\u4e3a\u662f\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u5185\u6838\uff0c\u6700\u521d\u7531\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u7684 AMPLab \u5f00\u53d1\uff0c\u540e\u5728 Twitter \u5f97\u5230\u5e7f\u6cdb\u4f7f\u7528\u3002<\/p>\n<p>Mesos \u7684\u5f00\u53d1\u53d7\u5230\u4e86 Borg \u7cfb\u7edf\u7684\u542f\u53d1\uff0c\u4e5f\u662f\u91c7\u7528\u7684\u5178\u578b\u7684\u96c6\u4e2d\u5f0f\u67b6\u6784\u3002Mesos \u4e0e Borg \u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0cBorg \u7684 Master \u76f4\u63a5\u5bf9\u63a5\u7528\u6237\u5e94\u7528\uff0c\u7528\u6237\u53ef\u4ee5\u5411 Borg \u7684 Master \u76f4\u63a5\u8bf7\u6c42\u4efb\u52a1\u3002\u4f46 Mesos \u4e0d\u53ef\u4ee5\uff0cMesos \u53ea\u8d1f\u8d23\u5e95\u5c42\u8d44\u6e90\u7684\u7ba1\u7406\u548c\u5206\u914d\uff0c\u5e76\u4e0d\u6d89\u53ca\u5b58\u50a8\u3001 \u4efb\u52a1\u8c03\u5ea6\u7b49\u529f\u80fd\uff0c\u56e0\u6b64 Mesos Master \u5bf9\u63a5\u7684\u662f Spark\u3001Hadoop\u3001Marathon \u7b49\u6846\u67b6\uff0c\u7528\u6237\u7684\u4efb\u52a1\u9700\u8981\u63d0\u4ea4\u5230\u8fd9\u4e9b\u6846\u67b6\u4e0a\u3002\u56e0\u6b64 Mesos \u7684\u4efb\u52a1\u8c03\u5ea6\u6846\u67b6\u662f\u53cc\u5c42\u7ed3\u6784\u3002<\/p>\n<p>\u5728 Mesos \u4e2d\uff0c\u4e00\u4e2a\u96c6\u7fa4\u5305\u62ec Mesos Master \u548c\u591a\u4e2a Mesos Agent\u3002Mesos Master \u8fd0\u884c\u5728\u4e2d\u592e\u670d\u52a1\u5668\uff0cMesos Agent \u8fd0\u884c\u5728\u8282\u70b9\u670d\u52a1\u5668\u4e0a\u3002<\/p>\n<p>Mesos Master \u8d1f\u8d23\u6536\u96c6\u548c\u7ba1\u7406\u6240\u6709 Agent \u6240\u5728\u670d\u52a1\u5668\u7684\u8d44\u6e90\u548c\u72b6\u6001\uff0c\u5e76\u4e14\u5bf9\u63a5 Spark\u3001Hadoop \u7b49\u6846\u67b6\uff0c\u5c06\u96c6\u7fa4\u4e2d\u670d\u52a1\u5668\u7684\u8d44\u6e90\u4fe1\u606f\u544a\u77e5\u7ed9\u8fd9\u4e9b\u6846\u67b6\uff0c\u4ee5\u4fbf\u8fd9\u4e9b\u6846\u67b6\u8fdb\u884c\u4efb\u52a1\u8d44\u6e90\u5339\u914d\u548c\u8c03\u5ea6\u3002Mesos Agent \u8d1f\u8d23\u4efb\u52a1\u7684\u62c9\u8d77\u3001\u505c\u6b62\u3001\u91cd\u542f\u7b49\uff0c\u5e76\u8d1f\u8d23\u6536\u96c6\u6240\u5728\u670d\u52a1\u5668\u7684\u8d44\u6e90 (\u6bd4\u5982 CPU\u3001\u5185\u5b58\u7b49) \u4fe1\u606f\u548c\u72b6\u6001\uff0c\u4e0a\u62a5\u7ed9 Mesos Master\u3002<\/p>\n<p>Mesos Master \u901a\u5e38\u91c7\u7528\u4e00\u4e3b\u4e24\u5907\u7684\u65b9\u5f0f\uff0c\u4ee5\u65b9\u4fbf\u6545\u969c\u5904\u7406\u548c\u6062\u590d\u3002\u800c Mesos Master \u7684\u9009\u4e3b\u7b56\u7565\uff0c\u91c7\u7528\u7684\u662f\u5206\u5e03\u5f0f\u9009\u4e3e\u7684 ZAB \u7b97\u6cd5\u3002<\/p>\n<p>Mesos \u67b6\u6784\u793a\u610f\u56fe\u5982\u4e0b\u6240\u793a\uff1a<br \/> <img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/common_img\/5b63b99510d645bba7d95f6b54561d9d.png\" =\"\" =\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" alt=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 (https:\/\/mushiming.com\/) \u7ecf\u9a8c\u5206\u4eab \u7b2c4\u5f20\" title=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 \u7ecf\u9a8c\u5206\u4eab \u7b2c4\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p>Mesos \u5bf9\u63a5\u7684\u662f\u6846\u67b6\uff0c\u5e76\u4e14\u53ef\u4ee5\u540c\u65f6\u5bf9\u63a5\u591a\u4e2a\u6846\u67b6\u3002<\/p>\n<p>Mesos \u5177\u6709\u5982\u4e0b<strong>\u4f18\u52bf<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u6548\u7387<\/strong>\u3002Mesos \u5bf9\u7269\u7406\u8d44\u6e90\u8fdb\u884c\u4e86\u903b\u8f91\u62bd\u8c61\uff0c\u5728\u5e94\u7528\u5c42\u800c\u4e0d\u662f\u7269\u7406\u5c42\u5206\u914d\u8d44\u6e90\uff0c\u901a\u8fc7\u5bb9\u5668\u800c\u4e0d\u662f\u865a\u62df\u673a\uff08VM\uff09\u5206\u914d\u4efb\u52a1\u3002\u56e0\u4e3a\u5e94\u7528\u7a0b\u5e8f\u7684\u8c03\u5ea6\u5668\u77e5\u9053\u5982\u4f55\u6700\u6709\u6548\u5730\u5229\u7528\u8d44\u6e90\uff0c\u6240\u4ee5\u5728\u5e94\u7528\u5c42\u5206\u914d\u8d44\u6e90\u80fd\u591f\u4e3a\u6bcf\u4e2a\u5e94\u7528\u7a0b\u5e8f\u7684\u7279\u6b8a\u9700\u6c42\u505a\u8003\u91cf ; \u800c\u901a\u8fc7\u5bb9\u5668\u5206\u914d\u4efb\u52a1\u5219\u80fd\u66f4\u597d\u5730\u8fdb\u884c\u201c\u88c5\u7bb1\u201d\u3002<\/li>\n<li><strong>\u53ef\u6269\u5c55\u6027<\/strong>\u3002Mesos \u53ef\u6269\u5c55\u8bbe\u8ba1\u7684\u5173\u952e\u662f\u4e24\u7ea7\u8c03\u5ea6\u67b6\u6784\uff0c\u5176\u4e2d Framework \u8fdb\u884c\u4efb\u52a1\u8c03\u5ea6\uff0cMesos Master \u8fdb\u884c\u8d44\u6e90\u5206\u914d\u3002\u7531\u4e8e Master \u4e0d\u5fc5\u77e5\u9053\u6bcf\u79cd\u7c7b\u578b\u7684\u5e94\u7528\u7a0b\u5e8f\u80cc\u540e\u590d\u6742\u7684\u8c03\u5ea6\u903b\u8f91\uff0c\u4e0d\u5fc5\u4e3a\u6bcf\u4e2a\u4efb\u52a1\u505a\u8c03\u5ea6\uff0c\u56e0\u6b64\u53ef\u4ee5\u7528\u975e\u5e38\u8f7b\u91cf\u7ea7\u7684\u4ee3\u7801\u5b9e\u73b0\uff0c\u66f4\u6613\u4e8e\u6269\u5c55\u96c6\u7fa4\u89c4\u6a21\u3002<\/li>\n<li><strong>\u6a21\u5757\u5316<\/strong>\u3002\u6bcf\u63a5\u5165\u4e00\u79cd\u65b0\u7684\u6846\u67b6\uff0cMaster \u65e0\u9700\u589e\u52a0\u65b0\u7684\u4ee3\u7801\uff0c\u5e76\u4e14 Agent \u6a21\u5757\u53ef\u4ee5\u590d\u7528\uff0c\u4e3a\u6b64\u5f00\u53d1\u8005\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u5e94\u7528\u548c\u6846\u67b6\u7684\u9009\u62e9\u3002\u4f7f\u5f97 Mesos \u53ef\u4ee5\u652f\u6301\u591a\u79cd\u6846\u67b6\uff0c\u9002\u5e94\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u3002<\/li>\n<\/ul>\n<p>\u968f\u7740\u5206\u5e03\u5f0f\u5e94\u7528\u7a0b\u5e8f\u548c\u5fae\u670d\u52a1\u7684\u6d41\u884c\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u7528\u6237\u6b63\u5728\u5bfb\u627e\u4e00\u79cd\u6280\u672f\uff0c\u6765\u5e2e\u52a9\u4ed6\u4eec\u7ba1\u7406\u8fd9\u4e9b\u590d\u6742\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u800c Mesos \u4e3a\u6570\u636e\u4e2d\u5fc3\u5e26\u6765\u7684\u8fd9\u4e9b\u597d\u5904\uff0c\u5c31\u4f7f\u5f97\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u5173\u6ce8 Mesos \u53ca\u5176\u76f8\u5173\u9879\u76ee\u3002<\/p>\n<h1>\u5206\u6790\u5bf9\u6bd4<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/common_img\/d60af9b2a8dc4c34aec0ac3a9242789e.png\" =\"\" =\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" alt=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 (https:\/\/mushiming.com\/) \u7ecf\u9a8c\u5206\u4eab \u7b2c5\u5f20\" title=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 \u7ecf\u9a8c\u5206\u4eab \u7b2c5\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<h1>\u77e5\u8bc6\u6269\u5c55\uff1aMesos \u662f\u5982\u4f55\u652f\u6301\u5bb9\u5668\u90e8\u7f72\u7684\uff1f<\/h1>\n<p>\u5bb9\u5668\u6280\u672f\u89e3\u51b3\u4e86\u670d\u52a1\u6253\u5305\u53d1\u5e03\u3001\u8d44\u6e90\u9694\u79bb\u7684\u95ee\u9898\u3002Kubernetes \u7684\u8bbe\u8ba1\u4e3b\u8981\u9488\u5bf9\u7684\u5c31\u662f\u5bb9\u5668\uff0cMesos \u672c\u8eab\u53ea\u8d1f\u8d23\u8d44\u6e90\u7ba1\u7406\uff0c\u4e0d\u8d1f\u8d23\u4efb\u52a1\u8c03\u5ea6\u3002\u4f46 Mesos \u53ef\u4ee5\u5bf9\u63a5\u4e0d\u540c\u7684\u6846\u67b6\uff0cMesos+Marathon \u53ef\u4ee5\u652f\u6301\u5bb9\u5668\u8c03\u5ea6\u548c\u90e8\u7f72\u3002Marathon \u652f\u6301\u5bb9\u5668\u7684\u8c03\u5ea6\uff0c\u5c06\u5bb9\u5668\u90e8\u7f72\u8bf7\u6c42\u53d1\u7ed9 Mesos Master\uff0cMesos Master \u518d\u5c06\u8bf7\u6c42\u8f6c\u53d1\u7ed9 Mesos Agent\uff0cMesos Agent \u7684\u6267\u884c\u5668\u4f1a\u5c06\u5bb9\u5668\u62c9\u8d77\u3002<\/p>\n<p>\u76ee\u524d\uff0cMesos+Marathon \u652f\u6301\u7684\u5bb9\u5668\uff0c\u4e3b\u8981\u5305\u62ec Docker \u548c cgroups\u3002<\/p>\n<h1>\u603b\u7ed3<\/h1>\n<p>Borg \u662f Google \u516c\u53f8\u5185\u90e8\u4f7f\u7528\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\uff0c\u65e2\u53ef\u4ee5\u6267\u884c\u957f\u670d\u52a1\uff0c\u4e5f\u53ef\u4ee5\u6267\u884c\u6279\u5904\u7406\u4efb\u52a1\uff0c\u662f\u4e00\u4e2a\u5177\u6709\u5f3a\u5927\u529f\u80fd\u7684\u3001\u590d\u6742\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\u3002<\/p>\n<p>Kubernetes \u662f Borg \u7684\u7b80\u5316\u5f00\u6e90\u7248\uff0c\u662f\u4e00\u4e2a\u6b63\u5728\u5174\u8d77\u7684\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\u3002Mesos \u548c Kubernetes \u90fd\u662f\u4e3a\u5e2e\u52a9\u5e94\u7528\u7a0b\u5e8f\u5728\u7fa4\u96c6\u73af\u5883\u4e2d\u8fd0\u884c\u800c\u521b\u5efa\u7684\uff0cKubernetes \u66f4\u52a0\u4e13\u6ce8\u4e8e\u8fd0\u884c\u5bb9\u5668\u7fa4\u96c6\uff0c\u5177\u6709\u66f4\u591a\u529f\u80fd\u3002<\/p>\n<p>Mesos \u662f\u975e\u5e38\u5178\u578b\u7684\u5f00\u6e90\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\u3002\u5728 Mesos \u4e4b\u4e0a\uff0c\u53ef\u4ee5\u642d\u8f7d\u8bf8\u5982 Spark\u3001Hadoop \u7b49\u6846\u67b6\uff0c\u751a\u81f3\u53ef\u4ee5\u5728 Mesos \u4e0a\u96c6\u6210 Kubernetes\uff0c\u6269\u5c55\u6027\u5f3a\u3002<\/p>\n<p>\u8fd9\u4e09\u79cd\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\u867d\u7136\u5177\u6709\u4e0d\u540c\u7684\u529f\u80fd\u7ec4\u4ef6\uff0c\u4f46\u6574\u4f53\u6846\u67b6\u91c7\u7528\u7684\u90fd\u662f\u96c6\u4e2d\u5f0f\u67b6\u6784\u3002<\/p>\n<p>Kubernetes \u7531\u4e8e\u5176\u6210\u719f\u7684\u793e\u533a\u3001\u4e30\u5bcc\u7684\u6587\u6863\uff0c\u9002\u5408\u65b0\u624b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img.mushiming.top\/app\/common_img\/18a65fda64064cceb9d1a0b487a92451.png\" =\"\" =\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" alt=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 (https:\/\/mushiming.com\/) \u7ecf\u9a8c\u5206\u4eab \u7b2c6\u5f20\" title=\"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784 \u7ecf\u9a8c\u5206\u4eab \u7b2c6\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n","protected":false},"excerpt":{"rendered":"\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784\u5206\u5e03\u5f0f\u4f53\u7cfb\u7ed3\u6784\uff1a\u96c6\u4e2d\u5f0f\u7ed3\u6784\u524d\u8a00\u4ec0\u4e48\u662f\u96c6\u4e2d\u5f0f\u7ed3\u6784\uff1f\u7ecf\u5178\u96c6\u4e2d\u5f0f\u7ed3\u6784GoogleBorgKubernetesMesos\u5206\u6790...","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[83],"tags":[],"_links":{"self":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/posts\/370"}],"collection":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/comments?post=370"}],"version-history":[{"count":0,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/posts\/370\/revisions"}],"wp:attachment":[{"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/media?parent=370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/categories?post=370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mushiming.com\/wp-json\/wp\/v2\/tags?post=370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}