{"id":10006856,"date":"2022-11-17T00:02:39","date_gmt":"2022-11-16T16:02:39","guid":{"rendered":"https:\/\/ityet.com\/?p=10006856"},"modified":"2022-11-17T00:02:39","modified_gmt":"2022-11-16T16:02:39","slug":"%e3%80%8c%e5%bc%80%e6%ba%90%e4%ba%ba%e8%af%b4%e3%80%8d-%e4%ba%91%e5%8e%9f%e7%94%9f%e6%97%b6%e4%bb%a3%ef%bc%8c%e5%81%9a%e4%b8%8d%e5%bf%98%e5%88%9d%e5%bf%83%e5%bc%80%e6%ba%90%e7%89%a7%e9%a9%ac%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10006856","title":{"rendered":"\u300c\u5f00\u6e90\u4eba\u8bf4\u300d| \u4e91\u539f\u751f\u65f6\u4ee3\uff0c\u505a\u4e0d\u5fd8\u521d\u5fc3\u5f00\u6e90\u7267\u9a6c\u4eba"},"content":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0\u738b\u5cf0 \u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u59d4\u5458\u4f1a\u5927\u6570\u636eAI\u9886\u57df\u526f\u4e3b\u5e2d \u963f\u91cc\u4e91\u5f00\u6e90\u5927\u6570\u636e\u5e73\u53f0\u8d1f\u8d23\u4eba Flink\u4e2d\u6587\u793e\u533a\u53d1\u8d77\u4eba\u4ee5\u4e0b\u4e3a\u5f00\u53d1\u8005\u793e\u533a\u300c\u5f00\u6e90\u4eba\u8bf4\u300d\u7b2c\u56db\u671f\u2014\u2014\u5927\u6570\u636e&#038;AI\u4e13\u573a\u7684\u4e3b\u9898\u5206\u4eab\uff0c\u70b9\u51fb\u94fe\u63a5\u4e86\u89e3\u66f4\u591a\u7cbe\u5f69\u8be6\u60c5\ud83d\udc47<a href=\"https:\/\/link.segmentfault.com\/?enc=dZBTpkLT%2F%2FvTy%2FR39rj4Tg%3D%3D.%2FW4Qo8WcK06IlvecvCCirdpzBmzRi2SiYAMfDjn1rwbw1wyNRGvbQ9wRkl4yk0PV\" rel=\"nofollow\">https:\/\/developer.aliyun.com\/&#8230;<\/a><br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806766\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u8fd1\u65e5\uff0c\u963f\u91cc\u4e91\u5411Apache\u5b75\u5316\u5668\u6350\u8d60\u4e86Celeborn\u9879\u76ee\uff08\u539fEMR Remote Shuffle Service\u9879\u76ee 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\/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806767\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u4e91\u63d0\u4f9b\u4e86\u5f39\u6027\u8d44\u6e90\uff0c\u7528\u6237\u80fd\u591f\u975e\u4ee5\u5e38\u5927\u7684\u81ea\u7531\u5ea6\u8fd0\u884c\u4e1a\u52a1\u3001\u53d1\u6325\u7b97\u529b\uff0c\u8fd0\u884c\u6570\u5b57\u4e1a\u52a1\u3001\u505a\u6570\u636e\u5206\u6790\u3001\u505a\u6570\u636e\u5e93\u3001\u505a AI 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\/>\u00a0\u963f\u91cc\u7075\u6770AI\u5f00\u6e90\u5bb6\u65cf\u5168\u6808\u91c7\u7528\u5f00\u6e90\u98ce\u683c\uff0c\u5728\u4e0d\u540c\u884c\u4e1a\u3001\u9886\u57df\u5df2\u7ecf\u5b9e\u73b0\u4e86\u8bf8\u591a\u843d\u5730\uff0c\u6bd4\u5982\u97f3\u89c6\u9891\u9886\u57df\u3001\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u3001\u641c\u7d22\u63a8\u8350\u9886\u57df\u3001OCR\u6587\u5b57\u8bc6\u522b\u3001\u91d1\u878d\u91cf\u5316\u3001\u57ce\u5e02\u5927\u8111\u7684\u4ea4\u901a\u667a\u80fd\u8c03\u5ea6\u7b49\u3002\u00a0\u6700\u6838\u5fc3\u5de5\u7a0b\u5e73\u53f0PAI \u673a\u5668\u5b66\u4e60\u5e73\u53f0\u4e5f\u79ef\u6781\u62e5\u62b1\u5f00\u6e90\u6280\u672f\uff0c\u5b8c\u5168\u517c\u5bb9\u4e86\u4e1a\u754c\u4e3b\u6d41\u7684TensorFlow\u3001PyTouch\u7b49\u56fd\u9645\u6807\u51c6\u4ee5\u53caPaddlePaddle\u3001MindSpore\u3001OneFlow \u7b49\u56fd\u5185\u4e3b\u6d41\u7684AI\u6846\u67b6 \u3002\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u5b9e\u73b0\u4e86\u975e\u5e38\u591a\u4f18\u5316\uff0c\u5305\u62ecDeep\u7cfb\u5217\u3001Blade 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\u7684\u5927\u6570\u636e\u670d\u52a1\u3002\u00a0\u6211\u4eec\u4ece 2016 \u5e74\u5f00\u59cb\u6295\u5165\u5230\u793e\u533a\u5efa\u8bbe\uff0c2017 \u5e74\u30012018\u5e74\u5206\u522b\u5728\u6b27\u6d32\u3001\u7f8e\u56fd\u53c2\u52a0 Flink \u793e\u533a\u5927\u4f1a\uff0c\u4e0d\u65ad\u63a8\u52a8 Flink \u793e\u533a\u5728\u4e2d\u56fd\u7684\u6210\u957f\u30022019\u5e74\uff0c\u963f\u91cc\u5df4\u5df4\u5168\u9762\u6536\u8d2d\u4e86Flink\u80cc\u540e\u7684\u5546\u4e1a\u516c\u53f8\uff0c\u5168\u529b\u652f\u6301\u793e\u533a\u53d1\u5c55\u3002\u7ecf\u8fc7 2020-2021 \u8fd9\u4e24\u5e74\u7684\u6301\u7eed\u6295\u5165\uff0c\u963f\u91cc\u5df4\u5df4\u5728\u4e2d\u56fd\u4e3e\u529e\u4e86\u5c06\u8fd1 100 \u573a\u7ebf\u4e0a\u7ebf\u4e0b\u7684 Flink MeetUp \u4ee5\u53caFlink Forward 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Stars\u6570\u8fd12\u4e07\uff0c3\u5e74\u589e\u957f3\u500d\uff0c\u5904\u4e8e\u793e\u533atop\u5730\u4f4d\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806772\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u5f97\u76ca\u4e8e\u963f\u91cc\u5df4\u5df4\u7684\u6301\u7eed\u6295\u5165\uff0c Flink \u7684\u5173\u952e\u6307\u6807\u5728\u793e\u533a\u8fbe\u5230\u4e86 top 1 \u6216 top 2 \u7684\u4f4d\u7f6e\u3002\u575a\u5b9a\u5730\u5bf9\u5f00\u6e90\u8fdb\u884c\u6295\u5165\uff0c\u4e5f\u9a8c\u8bc1\u4e86\u4e2d\u56fd\u56e2\u961f\u5728\u56fd\u9645\u9879\u76ee\u4e2d\u80fd\u591f\u53d1\u6325\u4ef7\u503c\uff0c\u8fd9\u662f\u975e\u5e38\u503c\u5f97\u9a84\u50b2\u7684\u4e00\u4ef6\u4e8b\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806773\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0Flink\u793e\u533a\u7ecf\u8fc7\u6301\u7eed\u6f14\u8fdb\u548c\u6280\u672f\u521b\u65b0\uff0c\u4ece\u6700\u65e9\u53ea\u6709Java API\u5230\u63a8\u51fa\u4e86SQL \u00a0API\uff0c\u8ba9\u5f00\u53d1\u66f4\u7b80\u6d01\uff0c\u95e8\u69db\u66f4\u4f4e\uff0c\u66f4\u591a\u4eba\u80fd\u591f\u4f7f\u7528\uff1b\u540e\u9646\u7eed\u63a8\u51fa\u4e86 CDC\uff0c\u80fd\u591f\u66f4\u597d\u5730\u505a\u6570\u636e\u96c6\u6210\uff1b\u63a8\u51fa\u4e86Flink ML\uff0c\u4e0e\u673a\u5668\u5b66\u4e60\u8fdb\u884c\u66f4\u597d\u7684\u5408\u4f5c\u914d\u5408\uff1b\u63a8\u51fa\u4e86table store \u505a\u6d41\u6279\u4f53\u6570\u636e\u5b58\u50a8\uff0c\u4e5f\u6b63\u5728\u6784\u5efa\u4e0b\u4e00\u4ee3\u6d41\u5f0f\u6570\u4ed3\u67b6\u6784\u3002\u00a0\u963f\u91cc\u5df4\u5df4\u6beb\u65e0\u4fdd\u7559\u5730\u5c06\u81ea\u5df1\u7684\u6280\u672f\u521b\u65b0\u5b8c\u5168\u5f00\u6e90\u5230\u793e\u533a\uff0c\u60e0\u53ca\u66f4\u591a\u5f00\u53d1\u8005\uff0c\u4e5f\u5e0c\u671b\u5438\u5f15\u66f4\u591a\u5f00\u53d1\u8005\u4e00\u8d77\u63a8\u52a8\u793e\u533a\u53d1\u5c55\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806774\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u7075\u6770\u4f53\u7cfb\u662f AI \u7684\u5f00\u6e90\u4ee3\u8868\uff0cFlink \u662f\u5927\u6570\u636e\u7684\u5f00\u6e90\u4ee3\u8868\uff0c\u800c SREWorks \u9879\u76ee\u662f\u79ef\u7d2f\u4e86\u8d85\u8fc7 10 \u5e74\u7684\u5927\u6570\u636e\u548c AI \u8fd0\u7ef4\u80fd\u529b\u7684\u6c89\u6dc0\uff0c\u76ee\u524d\u4e5f\u5df2\u5f00\u6e90\u3002SREWorks \u53ef\u4ee5\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u8fd0\u7ef4\u670d\u52a1\u5957\u4ef6\u7ba1\u7406\uff0c\u4ea4\u4ed8\u3001\u8fd0\u7ef4\u3001\u7ba1\u7406\u3001\u76d1\u63a7\u3001\u8fd0\u8425\u3001\u6570\u636e\u8d44\u4ea7\u7b49\u80fd\u529b\u90fd\u53ef\u4ee5\u901a\u8fc7 SREWorks \u5f00\u6e90\u9879\u76ee\u5b9e\u73b0\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806775\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u4f17\u591a\u5f00\u6e90\u9879\u76ee\u7684\u80cc\u540e\u662f\u4e00\u7fa4\u5bf9\u5f00\u6e90\u6709\u7740\u5de8\u5927\u70ed\u60c5\u7684\u5458\u5de5\u3001\u5f00\u53d1\u8005\uff0c\u6211\u4eec\u6709\u7740\u65e0\u9650\u7684\u6fc0\u60c5\uff0c\u6211\u4eec\u4f1a\u6709\u5b9a\u671f\u7684\u5f00\u6e90\u6280\u672f\u5206\u4eab\uff0c\u5305\u62ec\u673a\u5668\u5b66\u4e60\u56e2\u961f\u3001\u5927\u6570\u636e\u56e2\u961f\u3001\u6b27\u7f8e\u56e2\u961f\u7b49\u8fdb\u884c\u56fd\u9645\u5316\u8de8\u56e2\u961f\u4ea4\u6d41\uff0c\u6709\u793e\u533a meetup \uff0c\u4e0e\u4e0d\u540c\u516c\u53f8\u8fdb\u884c\u4ea4\u6d41\uff0c\u8fd9\u4e5f\u662f\u5f00\u6e90\u9879\u76ee\u80fd\u591f\u5b8c\u7f8e\u843d\u5730\u7684\u4fdd\u8bc1\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806776\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u76ee\u524d\uff0c\u6211\u4eec\u7684\u56e2\u961f\u5df2\u7ecf\u53c2\u4e0e\u8d21\u732e\u4e8610+Apache\u9876\u7ea7\u5f00\u6e90\u9879\u76ee\uff0c\u57f9\u517b\u51fa\u4e86 50 \u591a\u540d\u9876\u7ea7\u5f00\u6e90\u9879Committer\u3001PMC\uff0c\u8d21\u732e\u5f00\u6e90\u4ee3\u7801150\u4e07+\u884c\u3002\u56e2\u961f\u5c0f\u4f19\u4f34\u4eec\u771f\u6b63\u5c06\u81ea\u5df1\u5de5\u4f5c\u4e2d\u7684\u79ef\u7d2f\u3001\u6280\u672f\u4e0a\u7684\u79ef\u7d2f\u8d21\u732e\u5230\u5f00\u6e90\u793e\u533a\uff0c\u63d0\u4f9b\u7ed9\u66f4\u591a\u516c\u53f8\u3001\u66f4\u591a\u4f01\u4e1a\u53bb\u4f7f\u7528\u3002\u4e5f\u5e0c\u671b\u6709\u66f4\u591a\u4eba\u52a0\u5165\u6211\u4eec\uff0c\u5171\u5efa\u5f00\u6e90\u793e\u533a\u3002\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=s5sSc06z%2F2kfRiigCqzxjw%3D%3D.tV3I4aDzBXVdzmsdrc8MfU%2Bmv5Nt9X3Mivtfmx9rVNtphBoehaYd651IBpE4XDUr\" rel=\"nofollow\">https:\/\/click.aliyun.com\/m\/10&#8230;<\/a>\u672c\u6587\u4e3a\u963f\u91cc\u4e91\u539f\u521b\u5185\u5bb9\uff0c\u672a\u7ecf\u5141\u8bb8\u4e0d\u5f97\u8f6c\u8f7d\u3002<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000042806764\">https:\/\/segmentfault.com\/a\/1190000042806764<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0\u738b\u5cf0 \u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u59d4\u5458\u4f1a\u5927\u6570\u636eAI\u9886\u57df\u526f\u4e3b\u5e2d \u963f\u91cc\u4e91\u5f00\u6e90\u5927\u6570\u636e\u5e73\u53f0\u8d1f\u8d23\u4eba Flink\u4e2d\u6587\u793e\u533a\u53d1\u8d77\u4eba\u4ee5\u4e0b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-10006856","post","type-post","status-publish","format-standard","hentry","category-share"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006856","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10006856"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006856\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10006856"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10006856"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10006856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}