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Streaming\u548cFlink\uff0c\u975e\u7ed3\u6784\u5316\u7684\u97f3\u89c6\u9891\u548c\u7f51\u9875\u5b58\u50a8\u5728HBase\u4e2d\uff0c\u540c\u65f6\u642d\u914d\u5206\u5e03\u5f0f\u4e00\u81f4\u6027\u7ec4\u4ef6ZooKeeper\uff0c\u6570\u636e\u7ba1\u9053Kafka\uff0c\u8c03\u5ea6Yarn\u7b49\uff0c\u5404\u7c7b\u7ec4\u4ef6\u767e\u82b1\u9f50\u653e\uff0c\u7ec4\u4ef6\u7684\u5347\u7ea7\u8fed\u4ee3\u975e\u5e38\u8fc5\u901f\u3002\u6570\u636e\u8ba1\u7b97\u94fe\u8def\u4ee5Lambda\u548cKappa\u67b6\u6784\u6700\u4e3a\u5178\u578b\uff0c\u79bb\u7ebf\u4ee5HDFS\u4e3a\u5b58\u50a8Spark\u4e3a\u5904\u7406\u5f15\u64ce\uff0c\u8f93\u51fa\u7ed3\u679c\u5b58\u5728OLAP\u4e2d\uff1b\u5b9e\u65f6\u4ee5Kafka\u4e3a\u7ba1\u9053\uff0cFlink\u4e3a\u5904\u7406\u5f15\u64ce\uff0c\u8f93\u51fa\u7ed3\u679c\u5b58\u50a8\u5728OLAP\u4e2d\u3002\u800cOLAP\u627f\u63a5\u4e86\u5927\u6570\u636e\u5904\u7406\u5f15\u64ce\u7684\u5199\u5165\uff0c\u5e76\u652f\u6301\u4e0a\u5c42\u6570\u636e\u5e94\u7528\u7684\u67e5\u8be2\uff0c\u5904\u5728\u4e00\u4e2a\u8f83\u4e3a\u6838\u5fc3\u7684\u4f4d\u7f6e\u3002<\/p>\n\n\n\n<p>\u800c\u5728\u6570\u636e\u5e93\u9886\u57df\uff0c\u4e3a\u4e86\u7b80\u5316\u6570\u636e\u6444\u5165\u548cETL\u7684\u8fc7\u7a0b\uff0c\u540c\u65f6\u53d1\u6325\u884c\u5b58\u548c\u5217\u5b58\u7684\u4f18\u52bf\uff0c\u4e5f\u63d0\u51fa\u4e86HTAP\u7684\u6982\u5ff5\u3002HTAP\u5c31\u662f\u628aOLTP\u548cOLAP\u7684\u4f18\u52bf\u7ed3\u5408\u8d77\u6765\uff0c\u5f25\u8865\u4e86OLAP\u7684\u4e00\u4e9b\u4e0d\u8db3\uff0c\u5982\u884c\u5b58\u5f15\u64ce\u80fd\u652f\u6301\u9ad8\u9891\u5199\u5165\uff0c\u540c\u65f6\u652f\u6301\u9ad8\u5e76\u53d1\u7684\u67e5\u8be2\u5355\u6761\u660e\u7ec6\u6570\u636e\u3002\u5728\u51cf\u5c11ETL\u590d\u6742\u5ea6\u65b9\u9762\uff0c\u5185\u7f6e\u7684\u6570\u636e\u540c\u6b65\u80fd\u529b\uff0c\u5728\u5c0f\u89c4\u6a21\u6570\u636e\u91cf\u548c\u4e2d\u4f4e\u590d\u6742\u5ea6\u7684\u4e1a\u52a1\u573a\u666f\u4e2d\u5b8c\u5168\u8db3\u591f\u3002\u56fd\u5185\u6570\u636e\u5e93\u4e5f\u5728\u5feb\u901f\u53d1\u5c55\u4e2d\uff0c\u5982\u963f\u91cc\u7684OceanBase\u548cPingCAP\u7684TiDB\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5b9e\u65f6 Druid<\/li>\n\n\n\n<li>\u641c\u7d22\u6280\u672f Elasticsearch<\/li>\n\n\n\n<li>\u9884\u805a\u5408 Kylin<\/li>\n\n\n\n<li>\u7b80\u5355\u6613\u7528 Doris\/StarRocks<\/li>\n\n\n\n<li>\u529f\u80fd\u5f3a\u608d ClickHouse<\/li>\n\n\n\n<li>\u603b\u7ed3\u548c\u5efa\u8bae<\/li>\n<\/ol>\n\n\n\n<p>\u4e0a\u9762\u51e0\u4e2a\u5f15\u64ce\u7b80\u5355\u4ecb\u7ecd\u5b8c\u4e86\uff0c\u5982\u679c\u4e4b\u524d\u6ca1\u6709\u4f7f\u7528\u8fc7OLAP\u5f15\u64ce\uff0c\u63a8\u8350\u5927\u5bb6\u8bd5\u8bd5Doris\/StarRocks\uff0c\u8fd9\u4e24\u6b3e\u5f15\u64ce\u95e8\u69db\u4f4e\u3001\u573a\u666f\u9002\u5e94\u6027\u597d\uff0c\u5982\u52a8\u624b\u80fd\u529b\u5f3a\u53ef\u4ee5\u5c1d\u8bd5ClickHouse\uff0c\u800cElasticSearch\u66f4\u9002\u5408\u5168\u6587\u68c0\u7d22\u7684\u573a\u666f\uff0cKylin\u9002\u5408\u79bb\u7ebf\u9884\u805a\u5408\u573a\u666f\uff0c\u770b\u770b\u6240\u9009\u7684\u5f15\u64ce\u662f\u5426\u80fd\u8986\u76d6\u4e0a\u9762\u51e0\u4e2a\u95ee\u9898\u7684\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u5df2\u7ecf\u7528\u4e86\u4ee5\u4e0a\u67d0\u6b3e\u6216\u5176\u4ed6\u5f15\u64ce\uff0c\u4e5f\u5927\u53ef\u4e0d\u5fc5\u6025\u4e8e\u5207\u6362\u5176\u4ed6\u5f15\u64ce\uff0c\u6df1\u5165\u6316\u6398\u8fd9\u6b3e\u5f15\u64ce\u7684\u6f5c\u529b\uff0c\u7b49\u6709\u75db\u70b9\u9700\u6c42\u6ee1\u8db3\u4e0d\u4e86\uff0c\u7efc\u5408\u6743\u8861\u4e4b\u540e\u518d\u51b3\u5b9a\u662f\u5426\u5207\u6362\u6216\u8fc1\u79fb\u3002\u53e6\u5916\u9009\u578b\u65f6\uff0c\u4e5f\u5e94\u5f53\u8003\u8651\u793e\u533a\u6d3b\u8dc3\u5ea6\u548c\u6210\u719f\u5ea6\uff0c\u907f\u514d\u9047\u5230\u95ee\u9898\u65f6\u627e\u4e0d\u5230\u6280\u672f\u652f\u6301\uff0c\u6700\u540e\uff0c\u9009\u578b\u5e94\u8be5\u4eb2\u81ea\u5b89\u88c5\u90e8\u7f72\u5e76\u7528\u5b9e\u9645\u7684\u573a\u666f\u53bb\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p>\u6700\u540e\u6211\u518d\u63d0\u9192\u4e00\u4e0b\uff0c<strong>\u591a\u7ef4\u5206\u6790\u6280\u672f\u5728\u516c\u53f8\u5185\u5168\u9762\u6210\u529f\u5b9e\u65bd\uff0c\u8fd0\u7ef4\u548c\u8fd0\u8425\u975e\u5e38\u91cd\u8981\uff0c\u5927\u90e8\u5206\u95ee\u9898\u6765\u81ea\u9519\u8bef\u4f7f\u7528\u6216\u4e0d\u5f53\u7684\u8fd0\u7ef4\u65b9\u5f0f<\/strong>\u3002<\/p>\n<\/blockquote>\n<\/blockquote>\n\n\n\n<h5 class=\"wp-block-heading\">\u53c2\u8003\u94fe\u63a5\uff1a<\/h5>\n\n\n\n<p>olap \u7684\u53d1\u5c55\u5386\u7a0b<br><a href=\"https:\/\/scholar.google.com\/scholar?q=olap+%E7%9A%84%E5%8F%91%E5%B1%95%E5%8E%86%E7%A8%8B&amp;hl=zh-CN&amp;as_sdt=0&amp;as_vis=1&amp;oi=scholart\">https:\/\/scholar.google.com\/scholar?q=olap+%E7%9A%84%E5%8F%91%E5%B1%95%E5%8E%86%E7%A8%8B&amp;hl=zh-CN&amp;as_sdt=0&amp;as_vis=1&amp;oi=scholart<\/a><br><a href=\"https:\/\/www.jos.org.cn\/jos\/article\/pdf\/5649\">https:\/\/www.jos.org.cn\/jos\/article\/pdf\/5649<\/a><\/p>\n\n\n\n<p>\u4eac\u4e1c\u674e\u6d77\u6ce2\uff1aOLAP\u5173\u952e\u6280\u672f\u6f14\u8fdb\u601d\u8003<br><a href=\"https:\/\/mp.weixin.qq.com\/s\/ORPob1cGRjKCMeupb-bgDw\">https:\/\/mp.weixin.qq.com\/s\/ORPob1cGRjKCMeupb-bgDw<\/a><\/p>\n\n\n\n<p>2023\uff0c\u6570\u636e\u5e93\u53d1\u5c55\u5c55\u671b<br><a href=\"https:\/\/cloud.tencent.com\/developer\/article\/2213288\">https:\/\/cloud.tencent.com\/developer\/article\/2213288<\/a><\/p>\n\n\n\n<p>\u5341\u5e74\u5bf9\u4e8e\u6570\u636e\u5e93\u610f\u5473\u7740\u4ec0\u4e48\uff1f<br><a href=\"https:\/\/doris.apache.org\/zh-CN\/blog\/summit\/\">https:\/\/doris.apache.org\/zh-CN\/blog\/summit\/<\/a><\/p>\n\n\n\n<p>2023\u5e74\u6570\u636e\u5e93\u884c\u4e1a\u7814\u7a76\u62a5\u544a<br><a href=\"https:\/\/www.21jingji.com\/article\/20230217\/herald\/ba44b80145c6592f8b18e97eb261c772.html\">https:\/\/www.21jingji.com\/article\/20230217\/herald\/ba44b80145c6592f8b18e97eb261c772.html<\/a><\/p>\n\n\n\n<p>PingCAP \u9ec4\u4e1c\u65ed\u4e07\u5b57\u957f\u6587\u5256\u6790\u6570\u636e\u5e93\u53d1\u5c55\u65b0\u8d8b\u52bf\uff1a\u8131\u79bb\u5e94\u7528\u5f00\u53d1\u8005\u7684\u6570\u636e\u5e93\uff0c\u4e0d\u4f1a\u6210\u529f<br><a href=\"https:\/\/tidb.net\/book\/tidb-monthly\/2023\/2023-01\/feature-indepth\/tidb-db-development-ed-huang\">https:\/\/tidb.net\/book\/tidb-monthly\/2023\/2023-01\/feature-indepth\/tidb-db-development-ed-huang<\/a><\/p>\n\n\n\n<p>\u6570\u4ed3\u9ec4\u91d1\u4ef7\u503c\u5708: \u4e3a\u4ec0\u4e48\u3001\u662f\u4ec0\u4e48\u3001\u600e\u4e48\u505a\uff5c\u793e\u533a\u5f81\u6587<br><a href=\"https:\/\/developer.volcengine.com\/articles\/7062616332591693837\">https:\/\/developer.volcengine.com\/articles\/7062616332591693837<\/a><\/p>\n\n\n\n<p>\u6570\u4ed3\u8fdb\u9636\u7bc7@\u8bb0\u4e00\u6b21BigData-OLAP\u5206\u6790\u5f15\u64ce\u6f14\u8fdb\u601d\u8003\u8fc7\u7a0b | \u793e\u533a\u5f81\u6587<br><a href=\"https:\/\/developer.volcengine.com\/articles\/7173999891943800846\">https:\/\/developer.volcengine.com\/articles\/7173999891943800846<\/a><br><a href=\"https:\/\/mp.weixin.qq.com\/s\/R5dp4Ima5X83fpNReb3rvQ\">https:\/\/mp.weixin.qq.com\/s\/R5dp4Ima5X83fpNReb3rvQ<\/a><\/p>\n\n\n\n<p>\u6d45\u8c08 HTAP \u6df7\u5408\u6280\u672f\u548c\u91d1\u878d\u4e1a\u5e94\u7528\u573a\u666f<br><a href=\"https:\/\/tidb.net\/book\/tidb-monthly\/2023\/2023-02\/usercase\/a-brief-discussion-on-htap-and-finance-application-scenarios\">https:\/\/tidb.net\/book\/tidb-monthly\/2023\/2023-02\/usercase\/a-brief-discussion-on-htap-and-finance-application-scenarios<\/a><\/p>\n\n\n\n<p>\u8d1d\u58f3 OLAP \u5e73\u53f0\u67b6\u6784\u6f14\u8fdb<br><a href=\"https:\/\/www.infoq.cn\/article\/qgvyuf9kl4wljio8ufvy\">https:\/\/www.infoq.cn\/article\/qgvyuf9kl4wljio8ufvy<\/a><br><a href=\"https:\/\/mp.weixin.qq.com\/s\/H0KzKtwiD8u3YId4HJmemg\">https:\/\/mp.weixin.qq.com\/s\/H0KzKtwiD8u3YId4HJmemg<\/a><\/p>\n\n\n\n<p>\u6570\u636e\u5206\u6790\u7684\u6280\u672f\u6e90\u6d41<br><a href=\"https:\/\/aws.amazon.com\/cn\/blogs\/china\/the-technical-origin-of-data-analysis\/\">https:\/\/aws.amazon.com\/cn\/blogs\/china\/the-technical-origin-of-data-analysis\/<\/a><\/p>\n\n\n\n<p>MPP database (massively parallel processing database)<br><a href=\"https:\/\/www.techtarget.com\/searchdatamanagement\/definition\/MPP-database-massively-parallel-processing-database\">https:\/\/www.techtarget.com\/searchdatamanagement\/definition\/MPP-database-massively-parallel-processing-database<\/a><\/p>\n\n\n\n<p>=END=<\/p>\n","protected":false},"excerpt":{"rendered":"<p>=Start= \u7f18\u7531\uff1a \u4e4b\u524d\u5728\u641c\u7d22\u548c\u4e86\u89e3OLAP\u6570\u636e\u5e93\u53d1\u5c55\u5386\u7a0b\u7684\u8fc7\u7a0b\u4e2d\u77a5\u5230\u4e86\u51e0\u53e5\u8bdd\uff0c\u7a81\u7136\u6709\u70b9\u611f\u60f3\uff0c\u968f\u624b\u8bb0\u5f55\u4e00\u4e0b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,23],"tags":[2002,2003,2005,1649,1650,2004,1998],"class_list":["post-5497","post","type-post","status-publish","format-standard","hentry","category-database","category-knowledgebase-2","tag-doris","tag-htap","tag-oceanbase","tag-olap","tag-oltp","tag-tidb","tag-1998"],"views":2274,"_links":{"self":[{"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/posts\/5497","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/comments?post=5497"}],"version-history":[{"count":3,"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/posts\/5497\/revisions"}],"predecessor-version":[{"id":5501,"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/posts\/5497\/revisions\/5501"}],"wp:attachment":[{"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/media?parent=5497"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/categories?post=5497"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ixyzero.com\/blog\/wp-json\/wp\/v2\/tags?post=5497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}