{"id":566,"date":"2021-08-31T16:37:53","date_gmt":"2021-08-31T08:37:53","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=566"},"modified":"2021-08-31T16:37:53","modified_gmt":"2021-08-31T08:37:53","slug":"spark-%e6%a0%b8%e5%bf%83%e8%ae%be%e8%ae%a1%e8%80%85%e8%a7%a3%e8%af%bb-sky-computing%ef%bc%9a%e5%85%b3%e4%ba%8e%e4%ba%91%e8%ae%a1%e7%ae%97%e7%9a%84%e6%9c%aa%e6%9d%a5%e6%9e%84%e6%83%b3","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2021\/08\/31\/566\/","title":{"rendered":"Spark \u6838\u5fc3\u8bbe\u8ba1\u8005\u89e3\u8bfb Sky Computing\uff1a\u5173\u4e8e\u4e91\u8ba1\u7b97\u7684\u672a\u6765\u6784\u60f3"},"content":{"rendered":"<section><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-567\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-96.jpg\" width=\"960\" height=\"571\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-96.jpg 960w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-96-300x178.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-96-768x457.jpg 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/section>\n<section>\u4f5c\u8005 | Ion Stoica<\/section>\n<section>\u8bd1\u8005 | Maglish<\/section>\n<section>\u7b56\u5212 | \u8521\u82b3\u82b3<\/section>\n<section>UC Berkely \u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u7535\u6c14\u5de5\u7a0b\u6559\u6388\uff0cAMPLab \u5171\u540c\u521b\u59cb\u4eba\uff0cSpark \u7684\u6838\u5fc3\u8bbe\u8ba1\u8005 Ion Stoica \u5728\u8fd1\u65e5\u53ec\u5f00\u7684\u64cd\u4f5c\u7cfb\u7edf\u4f1a\u8bae HotOS \u4e0a\uff0c\u63d0\u51fa\u4e86\u201cSky 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AWS\u3001\u5fae\u8f6f Azure\u3001\u8c37\u6b4c\u4e91\u7b49\u3002Stoica \u5728\u65b0\u8bba\u6587\u4e2d\u63d0\u51fa\u4e86\u4f7f\u4e91\u8ba1\u7b97\u66f4\u52a0\u5546\u54c1\u5316\u7684\u613f\u666f\uff0c\u79f0\u4e4b\u4e3a Sky Computing\u3002<\/p>\n<section>\u4e91\u8ba1\u7b97\u7684\u5386\u53f2<\/section>\n<p>\u56e0\u7279\u7f51\u7684\u51fa\u73b0\u8fc5\u901f\u5e26\u6765\u4e86\u5168\u7403\u8303\u56f4\u5185\u53ef\u4ee5\u8bbf\u95ee\u7684\u591a\u79cd\u670d\u52a1\uff0c\u5305\u62ec\u7535\u5b50\u90ae\u4ef6\u3001BBS \u548c\u6e38\u620f\u3002\u4e07\u7ef4\u7f51\u7684\u51fa\u73b0 z 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\u5e74\uff0c\u6ca1\u6709\u4e00\u4e2a\u5e95\u5c42\u4e91\u5e73\u53f0\u6709\u4e00\u5957\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\u7684\u5f00\u653e\u6807\u51c6\uff0c\u4e91\u5e02\u573a\u7684\u7ade\u4e89\u4f7f\u79bb\u516c\u7528\u8ba1\u7b97\u7684\u613f\u666f\u8d8a\u6765\u8d8a\u8fdc\u3002\u56e0\u6b64\u73b0\u5728\u8981\u89e3\u51b3\u7684\u95ee\u9898\u662f\uff0c\u5982\u4f55\u671d\u7740\u8ba1\u7b97\u516c\u7528\u8bbe\u65bd\u5316\u8fd9\u4e00\u76ee\u6807\u53d6\u5f97\u8fdb\u5c55\uff1f<\/p>\n<section>\u4ece\u4e92\u8054\u7f51\u7684\u53d1\u5c55\u4e2d\u6211\u4eec\u80fd\u5b66\u5230\u4ec0\u4e48<\/section>\n<p>\u5c3d\u7ba1\u4e91\u8ba1\u7b97\u548c\u4e92\u8054\u7f51\u5728\u8bb8\u591a\u65b9\u9762\u5b58\u5728\u5dee\u5f02\uff0c\u4f46\u662f\u4e92\u8054\u7f51\u7684\u516c\u7528\u8bbe\u65bd\u5316\u4e3a\u516c\u7528\u8ba1\u7b97\u63d0\u4f9b\u4e86\u6709\u7528\u7684\u5386\u53f2\u7ecf\u9a8c\u3002\u6709\u4e09\u4e2a\u5173\u952e\u7684\u8bbe\u8ba1\u51b3\u7b56\u4f7f\u4e92\u8054\u7f51\u80fd\u591f\u4e3a\u5927\u91cf\u5f02\u6784\u6280\u672f\uff08\u4ece\u4ee5\u592a\u7f51\u5230 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\u4e92\u8054\u7f51\u7c98\u5408\u5728\u4e00\u8d77\uff0c\u4f7f\u5176\u5bf9\u6700\u7ec8\u7528\u6237\u6765\u8bf4\u662f\u4e00\u4e2a\u7f51\u7edc\u3002\u7b2c\u4e09\u4e2a\u662f\u4e00\u7ec4\u7ecf\u6d4e\u534f\u8bae\uff0c\u79f0\u4e4b\u4e3a\u201c\u5bf9\u7b49\u201d\u5c42\uff0c\u5141\u8bb8\u76f8\u4e92\u7ade\u4e89\u7684\u7f51\u7edc\u5408\u4f5c\u521b\u5efa\u4e00\u4e2a\u7edf\u4e00\u7684\u7f51\u7edc\u3002<\/p>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u8ba1\u7b97\u516c\u7528\u8bbe\u65bd\u5316\u7684\u613f\u666f\uff0c\u5e94\u7528\u7a0b\u5e8f\u5e94\u8be5\u80fd\u591f\u5728\u4efb\u4f55\u4e91\u5e73\u53f0\u4e0a\u8fd0\u884c\uff08\u5373\u4e00\u6b21\u7f16\u5199\uff0c\u968f\u5904\u8fd0\u884c\uff09\u3002\u6b64\u5916\uff0c\u7528\u6237\u4e0d\u5fc5\u7ba1\u7406\u5355\u4e2a\u4e91\u4e0a\u7684\u90e8\u7f72\uff0c\u4e5f\u4e0d\u5e94\u8be5\u9762\u4e34\u4ece\u4e00\u4e2a\u4e91\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u4e91\u7684\u5404\u79cd\u969c\u788d\u3002\u7b80\u800c\u8a00\u4e4b\uff0c\u5f00\u53d1\u4eba\u5458\u6784\u5efa\u591a\u4e91\u5e94\u7528\u7a0b\u5e8f\u5e94\u8be5\u50cf\u6784\u5efa\u5728\u5355\u4e2a\u4e91\u4e0a\u8fd0\u884c\u7684\u5e94\u7528\u7a0b\u5e8f\u4e00\u6837\u5bb9\u6613\u3002Stoica \u79f0\u4e4b\u4e3a Sky Computing\u3002\u4f7f\u7528\u8fd9\u4e2a\u672f\u8bed\u662f\u56e0\u4e3a\u516c\u7528\u8ba1\u7b97\u610f\u5473\u7740\u57fa\u7840\u8ba1\u7b97\u8bbe\u65bd\u662f\u516c\u7528\u8bbe\u65bd\uff0c\u800c Sky Computing \u6307\u7684\u662f\u5728\u7531\u591a\u4e2a\u4e0d\u540c\u4e91\u5e73\u53f0\u7ec4\u6210\u7684\u57fa\u7840\u8bbe\u65bd\u4e0a\u6784\u5efa\u516c\u7528\u8ba1\u7b97\u7684\u613f\u666f\u3002<\/p>\n<p>Stoica \u8ba4\u4e3a\u4e92\u8054\u7f51\u89e3\u51b3\u7684\u8fd9\u4e09\u4e2a\u8bbe\u8ba1\u95ee\u9898\u6b63\u662f\u4ece\u5f53\u524d\u7684\u4e91\u8ba1\u7b97\u4e2d\u521b\u5efa Sky Computing \u6240\u9700\u7684\u601d\u60f3\u3002Sky Computing \u9700\u8981\u4e00\u4e2a\u517c\u5bb9\u5c42\u6765\u63a9\u76d6\u4f4e\u7ea7\u6280\u672f\u5dee\u5f02\uff0c\u4e00\u4e2a\u4e91\u95f4\u5c42\u5c06\u4f5c\u4e1a\u8def\u7531\u5230\u6b63\u786e\u7684\u4e91\uff0c\u4ee5\u53ca\u4e00\u4e2a\u5bf9\u7b49\u5c42\uff0c\u5141\u8bb8\u4e91\u4e4b\u95f4\u5c31\u5982\u4f55\u4ea4\u6362\u670d\u52a1\u8fbe\u6210\u534f\u8bae\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-568\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-58.png\" width=\"711\" height=\"258\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-58.png 711w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-58-300x109.png 300w\" sizes=\"auto, (max-width: 711px) 100vw, 711px\" \/><\/p>\n<p>\u8868 1 Sky Computing \u67b6\u6784\u4e0e\u4e92\u8054\u7f51\u4e4b\u95f4\u7684\u7c7b\u6bd4<\/p>\n<p>\u8868 1 \u7ed9\u51fa\u4e86 Sky Computing \u67b6\u6784\u4e0e\u4e92\u8054\u7f51\u4e4b\u95f4\u7684\u7c7b\u6bd4\u6027\uff1a\u8def\u7531\u5668\u53ef\u7c7b\u6bd4\u4e8e\u670d\u52a1\u5668\uff0cAS \u7c7b\u6bd4\u4e8e\u53ef\u7528\u533a\uff0c\u800c ISP \u7c7b\u6bd4\u4e8e\u4e91\u4f9b\u5e94\u5546\u3002\u5c31\u50cf\u5728\u4e92\u8054\u7f51\u4e2d\uff0cIP \u4e0d\u5173\u5fc3\u5728\u540c\u4e00 ISP \u6216\u8de8 ISP \u7684\u8def\u7531\u5668\u4e4b\u95f4\u7684\u8def\u7531\u6570\u636e\u5305\uff0c\u6784\u5efa\u5728\u4e91\u95f4\u5c42\u4e0a\u7684\u5e94\u7528\u7a0b\u5e8f\u4e0d\u9700\u8981\u5728\u610f\u5b83\u6240\u8fd0\u884c\u7684\u4e91\u5e73\u53f0\u3002<\/p>\n<section>\u517c\u5bb9\u5c42<\/section>\n<p>\u5b9e\u73b0 Sky Computing \u613f\u666f\u7684\u7b2c\u4e00\u6b65\u662f\u63d0\u4f9b\u4e00\u4e2a\u4e91\u517c\u5bb9\u5c42\uff0c\u901a\u8fc7\u62bd\u8c61\u51fa\u4e91\u8ba1\u7b97\u670d\u52a1\uff0c\u4f7f\u5728\u8be5\u5c42\u4e4b\u4e0a\u5f00\u53d1\u7684\u5e94\u7528\u7a0b\u5e8f\u65e0\u9700\u66f4\u6539\u5373\u53ef\u5728\u4e0d\u540c\u7684\u4e91\u4e0a\u8fd0\u884c\u3002\u7b80\u800c\u8a00\u4e4b\uff0c\u517c\u5bb9\u5c42\u662f\u4e00\u7ec4\u53ef\u4ee5\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f\u7684\u63a5\u53e3\u6216 API\uff0c\u7136\u540e\u53ef\u4ee5\u901a\u8fc7\u4e91\u5e73\u53f0\u7684\u4e00\u7ec4\u63a5\u53e3\u5c06\u8be5\u517c\u5bb9\u6027\u5c42\u79fb\u690d\u5230\u6bcf\u4e2a\u4e91\u3002<\/p>\n<p>\u8be5\u5c42\u53ef\u4ee5\u7c7b\u6bd4\u4e8e\u4e92\u8054\u7f51\u4e2d\u7684 IP \u5c42\uff0c\u7136\u800c\u4e0e IP \u5c42\u4e0d\u540c\u7684\u662f\uff0c\u4e91\u517c\u5bb9\u5c42\u660e\u663e\u66f4\u5e7f\u6cdb\u4e14\u5b9a\u4e49\u4e0d\u660e\u786e\uff0c\u56e0\u4e3a\u4e91\u5e73\u53f0\u5411\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u4e00\u7ec4\u670d\u52a1\uff0c\u5305\u62ec\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u6570\u636e\u4f20\u8f93\u7b49\u3002\u56e0\u6b64\uff0c\u4e91\u517c\u5bb9\u5c42\u66f4\u50cf\u4e00\u4e2a\u64cd\u4f5c\u7cfb\u7edf\uff08\u4f8b\u5982 Linux\uff09\uff0c\u53ef\u4ee5\u7ba1\u7406\u8ba1\u7b97\u673a\u8d44\u6e90\u5e76\u5411\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b API\u3002<\/p>\n<p>\u5982\u4f55\u6784\u5efa\u8fd9\u6837\u4e00\u4e2a\u4e91\u517c\u5bb9\u5c42\uff1f\u867d\u7136\u6bcf\u4e2a\u4e91\u5e73\u53f0\u90fd\u63d0\u4f9b\u4e00\u7ec4\u4e13\u6709\u7684\u4f4e\u7ea7\u63a5\u53e3\uff0c\u4f46\u76ee\u524d\u5927\u591a\u6570\u7528\u6237\u4e3b\u8981\u4e0e\u66f4\u9ad8\u7ea7\u522b\u7684\u7ba1\u7406\u548c\u670d\u52a1\u63a5\u53e3\u4ea4\u4e92\u3002\u5176\u4e2d\u4e00\u4e9b\u662f\u4e13\u6709\u7684\uff0c\u4f46\u5df2\u7ecf\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u63a5\u53e3\u53d7\u5230\u5f00\u6e90\u8f6f\u4ef6 (OSS) \u7684\u652f\u6301\u3002\u6b64\u5916\uff0c\u6d8c\u73b0\u51fa\u5927\u91cf\u7531 OSS \u521b\u5efa\u8005\u521b\u7acb\u7684\u516c\u53f8\uff0c\u4ee5\u5728\u591a\u4e2a\u4e91\u4e0a\u63d0\u4f9b\u6258\u7ba1\u670d\u52a1\u3002\u5982\u679c\u4f01\u4e1a\u7684\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528\u8fd9\u4e9b\u57fa\u4e8e\u591a\u4e91 OSS \u7684\u4ea7\u54c1\uff0c\u4ece\u4e00\u79cd\u4e91\u5207\u6362\u5230\u53e6\u4e00\u79cd\u4e91\u5c31\u80fd\u53d8\u5f97\u76f8\u5bf9\u5bb9\u6613\u3002<\/p>\n<p>\u517c\u5bb9\u5c42\u53ef\u4ee5\u4ece\u8fd9\u4e9b OSS \u89e3\u51b3\u65b9\u6848\u4e2d\u6784\u5efa\u51fa\u6765\u3002\u4f8b\u5982 Cloud Foundry\uff0c\u662f\u4e00\u79cd\u5f00\u6e90\u591a\u4e91\u5e94\u7528\u5e73\u53f0\uff0c\u652f\u6301\u4e3b\u8981\u7684\u4e91\u4f9b\u5e94\u5546\u4ee5\u53ca\u5185\u90e8\u90e8\u7f72\u96c6\u7fa4\u3002\u4ee5\u53ca RedHat \u7684 OpenShift\uff0c\u662f\u4e00\u4e2a\u57fa\u4e8e Kubernetes \u7684\u591a\u4e91\u548c\u5185\u90e8\u90e8\u7f72\u5e73\u53f0\u3002\u56e0\u6b64\uff0c\u4ece\u7eaf\u7cb9\u7684\u6280\u672f\u89d2\u5ea6\u6765\u770b\uff0c\u5b9e\u73b0\u4e00\u4e2a\u80fd\u591f\u5e7f\u6cdb\u4f7f\u7528\u7684\u517c\u5bb9\u5c42\u662f\u5f88\u5bb9\u6613\u7684\u3002\u95ee\u9898\u662f\u5e02\u573a\u662f\u5426\u4f1a\u652f\u6301\u8fd9\u4e00\u53d1\u5c55\u3002\u56e0\u4e3a\u867d\u7136\u517c\u5bb9\u5c42\u5bf9\u7528\u6237\u6709\u660e\u663e\u7684\u597d\u5904\uff0c\u4f46\u5b83\u81ea\u7136\u4f1a\u4f7f\u4e91\u5e73\u53f0\u5546\u54c1\u5316\uff0c\u8fd9\u53ef\u80fd\u4e0d\u7b26\u5408\u4f9b\u5e94\u5546\u7684\u5229\u76ca\u3002<\/p>\n<section>\u4e91\u95f4\u5c42<\/section>\n<p>\u517c\u5bb9\u5c42\u53ea\u662f\u5b9e\u73b0 Sky Computing \u613f\u666f\u7684\u7b2c\u4e00\u6b65\u3002\u5373\u4f7f\u517c\u5bb9\u5c42\u5141\u8bb8\u7528\u6237\u5728\u4e0d\u540c\u7684\u4e91\u4e0a\u8fd0\u884c\u5e94\u7528\u7a0b\u5e8f\uff0c\u7528\u6237\u4ecd\u7136\u9700\u8981\u51b3\u5b9a\u5728\u54ea\u4e2a\u4e91\u4e0a\u8fd0\u884c\u5e94\u7528\u7a0b\u5e8f\uff0c\u9700\u8981\u5728\u4e0d\u540c\u4e91\u4e4b\u95f4\u8fdb\u884c\u6027\u80fd \/ \u6210\u672c\u6743\u8861\u3002\u8fd9\u7c7b\u4f3c\u4e8e\u8981\u6c42\u4e92\u8054\u7f51\u7528\u6237\u4e3a\u5176\u57df\u95f4\u6d41\u91cf\u660e\u786e\u9009\u62e9 AS \u8def\u5f84\uff0c\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0cInternet \u4f7f\u7528 BGP \u6765\u505a\u51fa AS \u7ea7\u522b\u7684\u8def\u7531\u51b3\u7b56\u3002\u540c\u6837\uff0cSky Computing \u5e94\u8be5\u5b9e\u73b0\u4e00\u4e2a\u4e91\u95f4\u5c42\uff0c\u4ece\u7528\u6237\u4e2d\u62bd\u8c61\u51fa\u4e91\u4f9b\u5e94\u5546\uff1b\u4e5f\u5c31\u662f\u8bf4\uff0c\u7528\u6237\u4e0d\u9700\u8981\u77e5\u9053\u5e94\u7528\u7a0b\u5e8f\u5728\u54ea\u4e2a\u4e91\u4e0a\u8fd0\u884c\u3002\u4e91\u95f4\u5c42\u662f\u5728\u517c\u5bb9\u5c42\u4e4b\u4e0a\u5b9e\u73b0\u7684\uff0c\u5982\u56fe 1 \u6240\u793a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-569\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-59.png\" width=\"1048\" height=\"583\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-59.png 1048w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-59-300x167.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-59-1024x570.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2021\/08\/4ffce04d92a4d6cb21c1494cdfcd6dc1-59-768x427.png 768w\" sizes=\"auto, (max-width: 1048px) 100vw, 1048px\" \/><\/p>\n<p>\u56fe 1 \u53ef\u80fd\u7684 Sky Computing \u67b6\u6784<\/p>\n<p>\u901a\u8fc7\u4e91\u95f4\u5c42\uff0c\u7528\u6237\u53ef\u4ee5\u6307\u5b9a\u6709\u5173\u5176\u4f5c\u4e1a\u5e94\u5728\u4f55\u5904\u8fd0\u884c\u7684\u7b56\u7565\u3002\u8fd9\u4e9b\u7b56\u7565\u5141\u8bb8\u7528\u6237\u8868\u8fbe\u4ed6\u4eec\u5bf9\u6027\u80fd\u3001\u53ef\u7528\u6027\u548c\u6210\u672c\u4e4b\u95f4\u6743\u8861\u7684\u504f\u597d\u3002\u6b64\u5916\uff0c\u7528\u6237\u53ef\u80fd\u5e0c\u671b\u907f\u514d\u4ed6\u4eec\u7684\u5e94\u7528\u7a0b\u5e8f\u5728\u7ade\u4e89\u5bf9\u624b\u8fd0\u8425\u7684\u6570\u636e\u4e2d\u5fc3\u4e0a\u8fd0\u884c\uff0c\u6216\u8005\u7559\u5728\u67d0\u4e9b\u56fd\u5bb6 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Computing\uff0c\u7528\u6237\u7684\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u8fd0\u884c\u5728\u591a\u4e91\u4e2d\u7684\u4e00\u4e2a\u4e91\u4e0a\uff0c\u751a\u81f3\u540c\u65f6\u8fd0\u884c\u5728\u591a\u4e2a\u4e91\u4e0a\uff0c\u6bcf\u4e2a\u4e91\u5e73\u53f0\u90fd\u5fc5\u987b\u5bf9\u6240\u4f7f\u7528\u7684\u8d44\u6e90\u8fdb\u884c\u6838\u7b97\u3002\u5982\u679c\u6bcf\u4e2a\u4e91\u5e73\u53f0\u90fd\u8fdb\u884c\u8ba1\u8d39\uff0c\u90a3\u4e48\u7528\u6237\u9700\u8981\u5728\u6bcf\u4e2a\u4e91\u4e0a\u90fd\u6709\u8d26\u6237\u3002\u6709\u4e00\u79cd\u66ff\u4ee3\u65b9\u6848\uff0c\u8ba9\u6bcf\u4e2a\u7528\u6237\u90fd\u4e0e\u7b2c\u4e09\u65b9\u7b7e\u7ea6\uff0c\u5e76\u7d2f\u8ba1\u8d39\u7528\uff0c\u7136\u540e\u5c06\u6bcf\u4e2a\u7528\u6237\u7684\u4ed8\u6b3e\u5206\u914d\u56de\u5404\u4e2a\u4e91\u5e73\u53f0\u3002<\/p>\n<p>\u5c3d\u7ba1\u4ecd\u6709\u8bb8\u591a\u7ec6\u8282\u6709\u5f85\u89e3\u51b3\uff0c\u4f46\u5b9e\u73b0\u5408\u7406\u6709\u6548\u7684\u4e91\u95f4\u5c42\u5e76\u6ca1\u6709\u4e0d\u53ef\u903e\u8d8a\u7684\u6280\u672f\u969c\u788d\u3002\u4e0e\u517c\u5bb9\u5c42\u4e00\u6837\uff0c\u95ee\u9898\u5728\u4e8e\u5e02\u573a\u662f\u5426\u80fd\u4ea7\u751f\u4e91\u95f4\u5c42\u3002<\/p>\n<section>\u5bf9\u7b49\u5c42<\/section>\n<p>\u4e91\u95f4\u5c42\u65e8\u5728\u6700\u80fd\u6ee1\u8db3\u5176\u9700\u6c42\u7684\u4e91\uff08\u6216\u591a\u4e2a\u4e91\uff09\u4e0a\u8fd0\u884c\u4f5c\u4e1a\u3002\u5982\u679c\u4f5c\u4e1a\u6d89\u53ca\u5927\u578b\u6570\u636e\u96c6\uff0c\u9700\u8981\u5c06\u6570\u636e\u79fb\u52a8\u5230\u5c06\u53d1\u751f\u8ba1\u7b97\u7684\u4e91\u4e2d\u3002\u76ee\u524d\u5927\u591a\u6570\u4e91\u5e73\u53f0\u90fd\u6709\u5b9a\u4ef7\u653f\u7b56\uff0c\u5c06\u6570\u636e\u4f20\u5165\u4e91\u4e2d\u6bd4\u5c06\u6570\u636e\u79fb\u51fa\u8981\u4fbf\u5b9c\u5f97\u591a\u3002\u4f8b\u5982\uff0c\u5c06\u6570\u636e\u63d0\u53d6\u5230 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Computing\uff0c\u56e0\u4e3a\u53ef\u4ee5\u5b9e\u73b0\u66f4\u591a\u7684\u521b\u65b0\u3002<\/p>\n<p>\u8fd9\u4e00\u63a8\u7406\u8def\u7ebf\u7eaf\u7cb9\u662f\u63a8\u6d4b\u6027\u7684\u3002\u76ee\u524d\u5373\u4f7f\u662f\u8f83\u5c0f\u7684\u4e91\u5e73\u53f0\u4f9b\u5e94\u5546\u4e5f\u6ca1\u6709\u91c7\u7528\u517c\u5bb9\u5c42\uff0c\u56e0\u4e3a\u4ed6\u4eec\u8fd8\u6ca1\u6709\u770b\u5230\u8fd9\u6837\u7684\u5c42\u80fd\u589e\u52a0\u4ed6\u4eec\u7684\u6536\u5165\uff08\u56e0\u4e3a\u6bcf\u4e2a\u4eba\u90fd\u5728\u4e0e\u66f4\u5927\u7684\u4e91\u4f9b\u5e94\u5546\u7ade\u4e89\uff09\u3002\u7136\u800c\uff0c\u5982\u679c\u8fd9\u4e9b\u4f9b\u5e94\u5546\u90fd\u540c\u610f\u4e92\u60e0\u5bf9\u7b49\uff0c\u90a3\u4e48 Sky \u5c06\u6210\u4e3a\u4e0e\u5927\u578b\u4e13\u6709\u4e91\u7684\u7ade\u4e89\u5e73\u8861\u70b9\u3002<\/p>\n<section>\u7ed3 \u8bba\u00a0<\/section>\n<p>\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0cStoica \u63d0\u51fa\u4e86 Sky Computing \u8fd9\u4e00\u6784\u60f3\uff0c\u4ecb\u7ecd\u4e86\u4ece\u4e91\u8ba1\u7b97\u8f6c\u53d8\u4e3a Sky Computing \u4e4b\u524d\u5fc5\u987b\u514b\u670d\u7684\u4e00\u4e9b\u6311\u6218\uff0c\u8fd9\u5c06\u4f7f\u6211\u4eec\u66f4\u63a5\u8fd1\u9ea6\u5361\u9521\u7684\u8ba1\u7b97\u516c\u7528\u8bbe\u65bd\u5316\u6982\u5ff5\u3002\u5176\u4e2d\u4e00\u4e9b\u6311\u6218\u7eaf\u7cb9\u662f\u6280\u672f\u6027\u7684\uff0c\u5e76\u4e14\u5f88\u53ef\u80fd\u662f\u53ef\u4ee5\u5b9e\u73b0\u7684\u3002\u7136\u800c\uff0c\u4e3a\u4e86\u4f7f\u7ecf\u6d4e\u6fc0\u52b1\u53d1\u6325\u4f5c\u7528\uff0cSky Computing \u9700\u8981\u4e91\u4f9b\u5e94\u5546\u91c7\u7528\u4e92\u60e0\u6570\u636e\u5bf9\u7b49\u7b56\u7565\uff0c\u4ee5\u4fbf\u5de5\u4f5c\u8d1f\u8f7d\u53ef\u4ee5\u5728\u8fd9\u4e2a\u5e9e\u5927\u7684\u4e91\u96c6\u5408\u4e2d\u8f7b\u677e\u8fc1\u79fb\u3002\u672c\u6587\u65e8\u5728\u786e\u5b9a\u8fd9\u662f\u7ec4\u7ec7\u4e91\u5e02\u573a\u7684\u4e00\u4e2a\u5173\u952e\u6b65\u9aa4\uff0c\u5e76\u5e0c\u671b\u4e3a\u5b9e\u73b0 Sky Computing \u8fd9\u4e00\u613f\u666f\u521b\u9020\u52a8\u529b\u3002<\/p>\n<p><strong>\u8bba\u6587\u539f\u6587\u94fe\u63a5\uff1a<\/strong><\/p>\n<p>https:\/\/sigops.org\/s\/conferences\/hotos\/2021\/papers\/hotos21-s02-stoica.pdf<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_566\" class=\"pvc_stats total_only  \" data-element-id=\"566\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 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231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005 | Ion Stoica \u8bd1\u8005 | Maglish \u7b56\u5212 | \u8521\u82b3\u82b3 UC Berkely \u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_566\" class=\"pvc_stats total_only  \" data-element-id=\"566\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 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