{"id":5931,"date":"2022-09-02T16:38:27","date_gmt":"2022-09-02T08:38:27","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=5931"},"modified":"2022-09-02T16:38:27","modified_gmt":"2022-09-02T08:38:27","slug":"%e5%b8%b8%e8%a7%81%e7%9a%84%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%ad%98%e5%82%a8%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2022\/09\/02\/5931\/","title":{"rendered":"\u5e38\u89c1\u7684\u5927\u6570\u636e\u5b58\u50a8\u5de5\u5177"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5933\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/11669-300x200-1.jpg\" width=\"300\" height=\"200\" alt=\"\" \/><\/p>\n<p 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\u4ebf\u7f8e\u5143\u3002\u4e0d\u8fc7\uff0c\u8981\u7406\u89e3\u5927\u6570\u636e\uff0c\u7b2c\u4e00\u6b65\u9700\u8981\u4e86\u89e3\u7684\u662f\u4e3b\u6d41\u7684\u5927\u6570\u636e\u5b58\u50a8\u5de5\u5177\u3002<\/p>\n<h3 id=\"h26976cb-gYZ7S9JR\" data-id=\"h26976cb-gYZ7S9JR\">\u4e3a\u4ec0\u4e48\u9700\u8981\u5927\u6570\u636e\u5b58\u50a8\u5de5\u5177<\/h3>\n<p data-id=\"p8763f2b-dkr8SwDw\">\u5230 2025 \u5e74\uff0c\u5c06\u9700\u8981\u5206\u6790\u8d85\u8fc7 150 ZB \u7684\u6570\u636e\u3002\u53ea\u6709\u62e5\u6709\u80fd\u591f\u5927\u89c4\u6a21\u6269\u5c55\u4ee5\u5e94\u5bf9\u5927\u6570\u636e\u6311\u6218\u7684\u5b89\u5168\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\uff0c\u7ec4\u7ec7\u624d\u80fd\u5229\u7528\u5927\u6570\u636e\u7684\u529b\u91cf\u3002\u5927\u6570\u636e\u5b58\u50a8\u5de5\u5177\u6536\u96c6\u548c\u7ba1\u7406\u5927\u6570\u636e\u5e76\u5b9e\u73b0\u5b9e\u65f6\u6570\u636e\u5206\u6790\u3002<\/p>\n<p data-id=\"p8763f2b-HikJnxdT\">\u4e00\u822c\u6765\u8bf4\uff0c\u5927\u6570\u636e\u5b58\u50a8\u67b6\u6784\u5206\u4e3a\u4ee5\u4e0b\u51e0\u7c7b\uff1a<\/p>\n<ul data-id=\"ucd67dc5-aAT057Fg\">\n<li data-id=\"l20de63f-6zbWJsfA\">\u5730\u7406\u5206\u5e03\u7684\u670d\u52a1\u5668\u8282\u70b9\uff0c\u4f8b\u5982 Apache Hadoop \u6a21\u578b<\/li>\n<li data-id=\"l20de63f-YPvaaG93\">\u6570\u636e\u5e93\u6846\u67b6\uff0c\u4f8b\u5982SQL (NoSQL)<\/li>\n<li data-id=\"l20de63f-4Sa7Z3If\">\u6a2a\u5411\u6269\u5c55\u7f51\u7edc\u9644\u52a0\u5b58\u50a8 (NAS)<\/li>\n<li data-id=\"l20de63f-X7L3WHZS\">\u5b58\u50a8\u533a\u57df\u7f51\u7edc (SAN)<\/li>\n<li data-id=\"l20de63f-XFponL5v\">\u56fa\u6001\u786c\u76d8\u00a0(SSD) \u9635\u5217<\/li>\n<li data-id=\"l20de63f-7MO04cMB\">\u5bf9\u8c61\u5b58\u50a8<\/li>\n<li data-id=\"l20de63f-Uef38CoX\">\u6570\u636e\u6e56\uff08\u4ee5\u539f\u59cb\u683c\u5f0f\u5b58\u50a8\u6570\u636e\u7684\u5b58\u50a8\u5e93\u6216\u7cfb\u7edf\uff09<\/li>\n<li data-id=\"l20de63f-e0gFg6iZ\">\u6570\u636e\u4ed3\u5e93<\/li>\n<\/ul>\n<h3 id=\"h26976cb-BFbq5VSn\" data-id=\"h26976cb-BFbq5VSn\">\u5e38\u89c1\u7684\u5927\u6570\u636e\u5b58\u50a8\u5de5\u5177<\/h3>\n<h4 id=\"h6e90be6-3OAKSfO5\" data-id=\"h6e90be6-3OAKSfO5\">Apache\u00a0Hadoop<\/h4>\n<p data-id=\"p8763f2b-6VY7Iwcw\">Apache Hadoop \u662f\u4e00\u4e2a\u5f00\u6e90\u8f6f\u4ef6\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u7b80\u5355\u7684\u7f16\u7a0b\u6a21\u578b\u8de8\u8ba1\u7b97\u673a\u96c6\u7fa4\uff08\u79f0\u4e3a\u8282\u70b9\uff09\u5bf9\u5927\u578b\u590d\u6742\u6570\u636e\u96c6\u8fdb\u884c\u5206\u5e03\u5f0f\u5904\u7406\u3002\u8be5\u6846\u67b6\u65e8\u5728\u6269\u5c55\u5230\u6570\u5343\u4e2a\u8282\u70b9\uff0c\u6bcf\u4e2a\u8282\u70b9\u90fd\u63d0\u4f9b\u672c\u5730\u8ba1\u7b97\u548c\u5b58\u50a8\u3002Apache Hadoop\u00a0\u65e8\u5728\u68c0\u6d4b\u548c\u5904\u7406\u5e94\u7528\u5c42\u7684\u6545\u969c\uff0c\u4ece\u800c\u5728\u8ba1\u7b97\u673a\u96c6\u7fa4\u4e4b\u4e0a\u63d0\u4f9b\u9ad8\u5ea6\u53ef\u7528\u7684\u670d\u52a1\uff0c\u6bcf\u4e2a\u96c6\u7fa4\u90fd\u53ef\u80fd\u5bb9\u6613\u51fa\u73b0\u6545\u969c\u3002<\/p>\n<p data-id=\"p8763f2b-tCSyXdVY\">Apache Hadoop \u5305\u62ec\u4ee5\u4e0b\u6a21\u5757\uff1aHadoop Common\u3001Hadoop \u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf (HDFS)\u3001Hadoop Yet Another Resource Negotiator (YARN) \u548c Hadoop MapReduce\u3002Hadoop Common \u662f\u6307\u652f\u6301\u5176\u4ed6 Hadoop \u6a21\u5757\u7684\u901a\u7528\u5b9e\u7528\u7a0b\u5e8f\u548c\u5e93\u3002<\/p>\n<p data-id=\"p8763f2b-tbSOi7hG\">HDFS \u63d0\u4f9b\u5bf9\u5728\u5546\u7528\u786c\u4ef6\u4e0a\u8fd0\u884c\u7684\u5927\u578b\u590d\u6742\u6570\u636e\u96c6\u7684\u9ad8\u541e\u5410\u91cf\u8bbf\u95ee\u3002HDFS \u7528\u4e8e\u5c06\u5355\u4e2a\u8282\u70b9\u6269\u5c55\u5230\u6570\u5343\u4e2a\u8282\u70b9\u3002HDFS\u00a0\u7684\u76ee\u6807\u5305\u62ec\u4ece\u786c\u4ef6\u6545\u969c\u4e2d\u5feb\u901f\u6062\u590d\u3001\u8bbf\u95ee\u6d41\u6570\u636e\u3001\u5bb9\u7eb3\u5927\u578b\u590d\u6742\u6570\u636e\u96c6\u4ee5\u53ca\u53ef\u79fb\u690d\u6027\u3002<\/p>\n<p data-id=\"p8763f2b-P1eiWncm\">Hadoop YARN \u662f\u4e00\u4e2a\u7528\u4e8e\u4f5c\u4e1a\u8c03\u5ea6\/\u76d1\u63a7\u548c\u96c6\u7fa4\u8d44\u6e90\u7ba1\u7406\u7684\u5e76\u884c\u5904\u7406\u6846\u67b6\u3002<\/p>\n<p data-id=\"p8763f2b-A8UYVLRi\">Hadoop MapReduce \u662f\u57fa\u4e8e YARN \u7684\u7cfb\u7edf\uff0c\u7528\u4e8e\u5e76\u884c\u5904\u7406\u5927\u578b\u590d\u6742\u6570\u636e\u96c6\u3002<\/p>\n<p data-id=\"p8763f2b-FOAg9mcF\">Apache \u7684 Hadoop \u76f8\u5173\u9879\u76ee\u5305\u62ec ZooKeeper\u3001Tez\u3001Submarine\u3001Spark\u3001Pig\u3001Ozone\u3001Mahout\u3001Hive\u3001HBase\u3001Chukwa\u3001Cassandra\u3001Avro \u548c Ambari\u3002<\/p>\n<h4 id=\"h6e90be6-Qf5iLw5Y\" data-id=\"h6e90be6-Qf5iLw5Y\">Apache HBase\u200b<\/h4>\n<p data-id=\"p8763f2b-stW83mi1\">Apache HBase \u662f\u4e00\u4e2a\u5f00\u6e90\u3001\u5206\u5e03\u5f0f\u3001\u7248\u672c\u5316\u7684 NoSQL \u6570\u636e\u5e93\uff0c\u5b83\u4ee5 Google \u7684 Bigtable \u4e3a\u6a21\u578b\u3002\u5b83\u5728 Apache Hadoop \u548c HDFS \u4e4b\u4e0a\u63d0\u4f9b\u7c7b\u4f3c\u4e8e Bigtable \u7684\u529f\u80fd\u3002<\/p>\n<p data-id=\"p8763f2b-KB1eyCJU\">Apache HBase \u7684\u76ee\u6807\u662f\u5728\u5546\u7528\u786c\u4ef6\u96c6\u7fa4\u4e0a\u6258\u7ba1\u5927\u578b\u590d\u6742\u8868\uff08\u6570\u5341\u4ebf\u884c\u548c\u6570\u767e\u4e07\u5217\uff09\u3002HBase \u63d0\u4f9b\u6a21\u5757\u5316\u548c\u7ebf\u6027\u53ef\u6269\u5c55\u6027\uff0c\u63d0\u4f9b\u4e25\u683c\u7edf\u4e00\u7684\u8bfb\u5199\u3002<\/p>\n<h4 id=\"h6e90be6-iKUNA8X5\" data-id=\"h6e90be6-iKUNA8X5\">NetApp \u6a2a\u5411\u6269\u5c55 NAS\u200b<\/h4>\n<p data-id=\"p8763f2b-B95WnAWe\">NetApp \u662f NAS \u884c\u4e1a\u7684\u5148\u9a71\u3002NetApp \u6a2a\u5411\u6269\u5c55 NAS \u53ef\u7b80\u5316\u6570\u636e\u7ba1\u7406\uff0c\u5728\u964d\u4f4e\u6210\u672c\u7684\u540c\u65f6\u8ddf\u4e0a\u589e\u957f\u7684\u6b65\u4f10\u3002\u5927\u6570\u636e\u5de5\u5177\u5728\u7edf\u4e00\u67b6\u6784\u5185\u4e3a\u7ec4\u7ec7\u63d0\u4f9b\u65e0\u7f1d\u7684\u53ef\u6269\u5c55\u6027\u3001\u6548\u7387\u63d0\u5347\u548c\u65e0\u4e2d\u65ad\u64cd\u4f5c\u3002<\/p>\n<p data-id=\"p8763f2b-AboADgoL\">NetApp \u6a2a\u5411\u6269\u5c55 NAS \u7531 NetApp ONTAP \u4f01\u4e1a\u6570\u636e\u7ba1\u7406\u8f6f\u4ef6\u63d0\u4f9b\u652f\u6301\u3002\u7528\u6237\u53ef\u4ee5\u4f7f\u7528 StorageGrid \u81ea\u52a8\u5c06\u51b7\u6570\u636e\u5206\u5c42\u5230\u79c1\u6709\u4e91\u6216\u516c\u5171\u4e91\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u6027\u80fd\u5c42\u7684\u5bb9\u91cf\u3002\u4e91\u5c42\u548c\u6027\u80fd\u53ef\u4ee5\u5408\u5e76\u5230\u4e00\u4e2a\u6570\u636e\u6c60\u4e2d\uff0c\u4ece\u800c\u964d\u4f4e\u603b\u62e5\u6709\u6210\u672c (TCO)\u3002<\/p>\n<p data-id=\"p8763f2b-Gs5KPIbn\">\u6570\u636e\u53ef\u4ee5\u5728\u8fb9\u7f18\u8bbf\u95ee\uff0c\u5e76\u4e14\u53ef\u4ee5\u8de8\u591a\u4e2a\u6570\u636e\u4e2d\u5fc3\u548c\u6240\u6709\u5177\u6709\u96c6\u6210\u7f13\u5b58\u529f\u80fd\u7684\u4e3b\u8981\u516c\u5171\u4e91\u8bbf\u95ee\u3002<\/p>\n<p data-id=\"p8763f2b-7yiODfLm\">Active IQ \u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u8fdb\u884c IT \u8fd0\u8425 (AIOps) \u6765\u81ea\u52a8\u6267\u884c NetApp \u73af\u5883\u7684\u4e3b\u52a8\u4f18\u5316\u548c\u7ef4\u62a4\u3002\u7528\u6237\u53ef\u4ee5\u5728\u4e0d\u5f71\u54cd\u6027\u80fd\u7684\u60c5\u51b5\u4e0b\u5bf9\u5b58\u50a8\u8fdb\u884c\u91cd\u590d\u6570\u636e\u5220\u9664\u548c\u538b\u7f29\u3002\u501f\u52a9\u5185\u7f6e\u7684\u6570\u636e\u5b89\u5168\u6027\uff0c\u7528\u6237\u53ef\u4ee5\u4fdd\u62a4\u654f\u611f\u7684\u5ba2\u6237\u548c\u516c\u53f8\u4fe1\u606f\uff0c\u53ef\u4ee5\u5728\u5377\u7ea7\u522b\u52a0\u5bc6\u4f20\u8f93\u4e2d\u7684\u6570\u636e\u548c\u6570\u636e\uff0c\u4ee5\u53ca\u5b89\u5168\u5730\u6e05\u9664\u6587\u4ef6\u3002<\/p>\n<h4 id=\"h6e90be6-DVN9Dlis\" data-id=\"h6e90be6-DVN9Dlis\">\u7528\u4e8e\u6570\u636e\u6e56\u5206\u6790\u7684Snowflake<\/h4>\n<p data-id=\"p8763f2b-RGBdWQZE\">Snowflake \u7684\u8de8\u4e91\u5e73\u53f0\u63d0\u4f9b\u5bf9\u6240\u6709\u6570\u636e\u7684\u5feb\u901f\u3001\u53ef\u9760\u548c\u5b89\u5168\u7684\u8bbf\u95ee\u3002Snowflake for Data Lake Analytics 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