{"id":8513,"date":"2021-12-23T10:12:40","date_gmt":"2021-12-23T02:12:40","guid":{"rendered":"https:\/\/www.gbase8.cn\/?p=8513"},"modified":"2021-12-23T10:12:41","modified_gmt":"2021-12-23T02:12:41","slug":"%e8%bd%ac%e5%8f%91%e6%95%b0%e6%8d%ae%e5%ba%93%e5%85%b3%e9%94%ae%e6%8a%80%e6%9c%af%e5%8f%8a%e5%8f%91%e5%b1%95%e5%8e%86%e5%8f%b2","status":"publish","type":"post","link":"https:\/\/www.gbase8.cn\/en\/8513","title":{"rendered":"\u8f6c\u53d1:\u6570\u636e\u5e93\u5173\u952e\u6280\u672f\u53ca\u53d1\u5c55\u5386\u53f2"},"content":{"rendered":"\n<p>\u672c\u6587\u8282\u9009\u81ea\u4e2d\u56fd\u4fe1\u901a\u9662\u4e8e2021\u5e746\u670824\u65e5\u5728\u201c2021\u5927\u6570\u636e\u4ea7\u4e1a\u5cf0\u4f1a\u201d\u4e0a\u53d1\u5e03\u7684<strong>\u300a\u6570\u636e\u5e93\u53d1\u5c55\u7814\u7a76\u62a5\u544a\uff082021\u5e74\uff09\u300b\u3002<\/strong><\/p>\n\n\n\n<p>\u62a5\u544a\u4ecb\u7ecd\u53ca\u5168\u6587\u4e0b\u8f7d\u94fe\u63a5\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MjM5MzU0NjMwNQ==&amp;mid=2650797938&amp;idx=1&amp;sn=f5d60c6c0f4f9cafafdaf44cd85c3789&amp;scene=21#wechat_redirect\">\u4e2d\u56fd\u4fe1\u901a\u9662\u53d1\u5e03\u300a\u6570\u636e\u5e93\u53d1\u5c55\u7814\u7a76\u62a5\u544a\uff082021\u5e74\uff09\u300b<\/a><br><\/p>\n\n\n\n<p><strong>\u4e00\u3001\u6570\u636e\u5e93\u662f\u4fe1\u606f\u7cfb\u7edf\u7684\u6838\u5fc3<\/strong><\/p>\n\n\n\n<p>\u83b7\u53d6\u4e0e\u5206\u6790\u4fe1\u606f\uff0c\u662f\u4eba\u7c7b\u63a8\u52a8\u793e\u4f1a\u8fdb\u6b65\u7684\u5173\u952e\u8fc7\u7a0b\u3002\u5982\u4f55\u6301\u7eed\u63d0\u9ad8\u4fe1\u606f\u5904\u7406\u7684\u80fd\u529b\uff0c\u662f\u4eba\u7c7b\u793e\u4f1a\u7684\u6301\u7eed\u6027\u547d\u9898\u3002\u4eba\u7c7b\u5148\u540e\u5229\u7528\u9aa8\u5236\u54c1\u3001\u7ef3\u7ed3\u3001\u7eb8\u5f20\u3001\u7b97\u76d8\u7b49\u5de5\u5177\uff0c\u63d0\u9ad8\u4fe1\u606f\u5904\u7406\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u5728\u8ba1\u7b97\u673a\u53d1\u660e\u4e4b\u540e\uff0c\u4fe1\u606f\u53ef\u7ecf\u8fc7\u5176\u7535\u5b50\u5316\u7f16\u7801\u540e\u8f6c\u5316\u4e3a\u6570\u636e\u3002\u4eba\u7c7b\u5f00\u59cb\u63a2\u7d22\u5229\u7528\u8ba1\u7b97\u673a\u7b97\u529b\u4f18\u52bf\uff0c\u5b9e\u73b0\u5bf9\u6570\u636e\u7684\u9ad8\u6548\u5b58\u50a8\u4e0e\u8ba1\u7b97\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u4fe1\u606f\u5904\u7406\u6548\u7387\u3002\u4eba\u7c7b\u9996\u5148\u5c1d\u8bd5\u5f00\u53d1\u51fa\u5404\u7c7b\u7279\u5b9a\u8ba1\u7b97\u673a\u5e94\u7528\u7a0b\u5e8f\u5b8c\u6210\u76f8\u5173\u5de5\u4f5c\uff0c\u4f46\u7531\u4e8e\u5404\u7c7b\u7279\u5b9a\u5e94\u7528\u7a0b\u5e8f\u590d\u7528\u6027\u5dee\uff0c\u4eba\u7c7b\u9010\u6e10\u56f4\u7ed5\u6570\u636e\u5b58\u50a8\u548c\u8ba1\u7b97\u529f\u80fd\u3001\u62bd\u8c61\u51fa\u6ee1\u8db3\u7ec4\u7ec7\u4fe1\u606f\u5316\u9700\u6c42\u3001\u903b\u8f91\u5173\u8054\u7684\u6570\u636e\u5e93\u3002<\/p>\n\n\n\n<p><strong>\u6570\u636e\u5e93\u662f\u652f\u6301\u4e00\u4e2a\u6216\u591a\u4e2a\u5e94\u7528\u9886\u57df\uff0c\u6309\u6982\u5ff5\u7ed3\u6784\u7ec4\u7ec7\u7684\u6570\u636e\u96c6\u5408\uff0c\u5176\u6982\u5ff5\u7ed3\u6784\u63cf\u8ff0\u8fd9\u4e9b\u6570\u636e\u7684\u7279\u5f81\u53ca\u5176\u5bf9\u5e94\u5b9e\u4f53\u95f4\u7684\u8054\u7cfb[1]\u3002<\/strong>\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u6309\u4e00\u5b9a\u7684\u6570\u636e\u6a21\u578b\u7ec4\u7ec7\u3001\u63cf\u8ff0\u548c\u5b58\u50a8\uff0c\u5177\u6709\u8f83\u5c0f\u5197\u4f59\u5ea6\u3001\u8f83\u9ad8\u6570\u636e\u72ec\u7acb\u6027\u548c\u6613\u6269\u5c55\u6027\uff0c\u5e76\u53ef\u4e3a\u5404\u79cd\u7528\u6237\u5171\u4eab[2]\u3002\u6570\u636e\u5e93\u7531\u4e8e\u7efc\u5408\u6210\u672c\u4f4e\u3001\u5904\u7406\u80fd\u529b\u9ad8\uff0c\u626e\u6f14\u5404\u7c7b\u4fe1\u606f\u7cfb\u7edf\u7684\u6838\u5fc3\u89d2\u8272\u3002<\/p>\n\n\n\n<p>\u9996\u6b3e\u4f01\u4e1a\u7ea7\u6570\u636e\u5e93\u4ea7\u54c1\u8bde\u751f\u4e8e\u4e0a\u4e16\u7eaa 60 \u5e74\u4ee3\uff0c\u516d\u5341\u4f59\u5e74\u53d1\u5c55\u8fc7\u7a0b\u4e2d\uff0c\u6570\u636e\u5e93\u5171\u7ecf\u5386\u524d\u5173\u7cfb\u578b\u3001\u5173\u7cfb\u578b\u548c\u540e\u5173\u7cfb\u578b\u4e09\u5927\u9636\u6bb5\u3002\u524d\u5173\u7cfb\u578b\u9636\u6bb5\u6570\u636e\u5e93\u7684\u6570\u636e\u6a21\u578b\u4e3b\u8981\u57fa\u4e8e\u7f51\u72b6\u6a21\u578b\u548c\u5c42\u6b21\u6a21\u578b\uff0c\u4ee3\u8868\u4ea7\u54c1\u4e3a IDS \u548c IMS\uff0c\u8be5\u7c7b\u4ea7\u54c1\u5728\u5f53\u65f6\u8f83\u597d\u5730\u89e3\u51b3\u4e86\u6570\u636e\u96c6\u4e2d\u5b58\u50a8\u548c\u5171\u4eab\u7684\u95ee\u9898\uff0c\u4f46\u5728\u6570\u636e\u62bd\u8c61\u7a0b\u5ea6\u548c\u72ec\u7acb\u6027\u4e0a\u5b58\u5728\u660e\u663e\u4e0d\u8db3\u3002<\/p>\n\n\n\n<p>\u5173\u7cfb\u578b\u9636\u6bb5\u4ee5 IBM \u516c\u53f8\u7814\u7a76\u5458 E.F.Codd \u63d0\u51fa\u5173\u7cfb\u6a21\u578b\u6982\u5ff5\uff0c\u8bba\u8ff0\u8303\u5f0f\u7406\u8bba\u4f5c\u4e3a\u5f00\u542f\u6807\u5fd7\uff0c\u671f\u95f4\u8bde\u751f\u4e86\u4e00\u6279\u4ee5 DB2\u3001Sybase\u3001Oracle\u3001SQL Server\u3001MySQL\u3001PostgreSQL \u7b49\u4e3a\u4ee3\u8868\u7684\u5e7f\u6cdb\u5e94\u7528\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u8be5\u9636\u6bb5\u6280\u672f\u8109\u7edc\u9010\u6b65\u6e05\u6670\u3001\u5e02\u573a\u683c\u5c40\u8d8b\u4e8e\u7a33\u5b9a\u3002<\/p>\n\n\n\n<p><strong>\u8c37\u6b4c\u7684\u4e09\u7bc7\u8bba\u6587[3]\u5f00\u542f\u540e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u9636\u6bb5\uff0c\u8be5\u9636\u6bb5\u7531\u4e8e\u6570\u636e\u89c4\u6a21\u7206\u70b8\u589e\u957f\u3001\u6570\u636e\u7c7b\u578b\u4e0d\u65ad\u4e30\u5bcc\u3001\u6570\u636e\u5e94\u7528\u4e0d\u65ad\u6df1\u5316\uff0c\u6280\u672f\u8def\u7ebf\u5448\u73b0\u591a\u6837\u5316\u53d1\u5c55\u3002<\/strong>\u968f\u7740\u5404\u884c\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u4e0d\u65ad\u6df1\u5165\uff0c5G\u3001\u4e91\u8ba1\u7b97\u7b49\u65b0\u5174\u6280\u672f\u5feb\u901f\u53d1\u5c55\uff0c\u4f20\u7edf\u6570\u636e\u5e93\u7684\u5e94\u7528\u7cfb\u7edf\u7eb7\u7eb7\u4f18\u5316\u5347\u7ea7\u3002\u5168\u7403\u5e02\u573a\u683c\u5c40\u5267\u70c8\u53d8\u9769\uff0c\u6211\u56fd\u6570\u636e\u5e93\u4ea7\u4e1a\u8fdb\u5165\u91cd\u5927\u53d1\u5c55\u673a\u9047\u671f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"447\" src=\"https:\/\/www.gbase8.cn\/wp-content\/uploads\/2021\/12\/\u5fae\u4fe1\u56fe\u7247_20211223100942.jpg\" alt=\"\" class=\"wp-image-8514\"\/><\/figure>\n\n\n\n<p>\u56fe 1 \u6570\u636e\u5e93\u53d1\u5c55\u5386\u7a0b\u91cd\u8981\u8282\u70b9<\/p>\n\n\n\n<p>\u6765\u6e90\uff1a\u4e2d\u56fd\u4fe1\u606f\u901a\u4fe1\u7814\u7a76\u9662\u3001\u865a\u8c37\u4f1f\u4e1a<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p><strong>\u4e8c\u3001\u6570\u636e\u5e93\u5173\u952e\u6280\u672f\u53ca\u53d1\u5c55\u8d8b\u52bf<\/strong><\/p>\n\n\n\n<p>\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u4f5c\u4e3a\u80fd\u591f\u4f7f\u7528\u6237\u5b9a\u4e49\u3001\u521b\u5efa\u3001\u7ef4\u62a4\u548c\u63a7\u5236\u8bbf\u95ee\u6570\u636e\u5e93\u7684\u8f6f\u4ef6\u7cfb\u7edf[4]\uff0c\u5176\u6574\u4f53\u67b6\u6784\u4e0e\u6280\u672f\u8def\u7ebf\u4e0d\u65ad\u6df1\u5316\u53d1\u5c55\uff0c\u5982\u4eca\u5448\u73b0\u96c6\u4e2d\u5f0f\u4e0e\u5206\u5e03\u5f0f\u5e76\u5b58\uff0c\u6570\u636e\u6a21\u578b\u4e0d\u65ad\u62d3\u5c55\u7b49\u6280\u672f\u73b0\u72b6\u3002<\/p>\n\n\n\n<p><strong>\uff08\u4e00)\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u5178\u578b\u67b6\u6784<\/strong><\/p>\n\n\n\n<p>\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u7531\u4e8e\u4e0d\u540c\u4ea7\u54c1\u5b9e\u73b0\u7ec6\u8282\u4e0d\u5b8c\u5168\u76f8\u540c\uff0c\u6b64\u5904\u4ec5\u5bf9\u90e8\u5206\u4e3b\u6d41\u6570\u636e\u5e93\u4ea7\u54c1\u505a\u8fdb\u4e00\u6b65\u62bd\u8c61\u5904\u7406\u5f97\u51fa\u4e0a\u8ff0\u67b6\u6784\u3002\u6570\u636e\u5e93\u5927\u81f4\u53ef\u4ee5\u7531\u5185\u6838\u7ec4\u4ef6\u96c6\u4e0e\u5916\u90e8\u7ec4\u4ef6\u96c6\u5171\u540c\u7ec4\u6210\uff0c\u5176\u4e2d\u5916\u90e8\u7ec4\u4ef6\u96c6\u4ee5\u6570\u636e\u5e93\u914d\u5957\u7684\u72ec\u7acb\u652f\u6491\u8f6f\u4ef6\u4e3a\u4e3b\uff0c\u4f8b\u5982\u6570\u636e\u5e93\u9a71\u52a8\u3002\u5185\u6838\u7ec4\u4ef6\u96c6\u5219\u4e00\u822c\u53ef\u4ee5\u5206\u4e3a\u7ba1\u7406\u7ec4\u4ef6\u3001\u7f51\u7edc\u7ec4\u4ef6\u3001\u8ba1\u7b97\u7ec4\u4ef6\u3001\u5b58\u50a8\u7ec4\u4ef6\u56db\u5927\u6a21\u5757\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.gbase8.cn\/wp-content\/uploads\/2021\/12\/\u5fae\u4fe1\u56fe\u7247_20211223101015.jpg\" alt=\"\" class=\"wp-image-8515\" width=\"885\" height=\"599\"\/><\/figure>\n\n\n\n<p>\u56fe 2 \u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u5404\u6a21\u5757\u67b6\u6784\u56fe<\/p>\n\n\n\n<p>\u6765\u6e90\uff1a\u4e2d\u56fd\u4fe1\u606f\u901a\u4fe1\u7814\u7a76\u9662<\/p>\n\n\n\n<p>\u5b58\u50a8\u7ec4\u4ef6\u662f\u8d1f\u8d23\u6570\u636e\u6301\u4e45\u5316\u5b58\u50a8\u7684\u7ec4\u4ef6\uff0c\u5bf9\u6570\u636e\u5e93\u7684\u65e5\u5fd7\u3001\u7d22\u5f15\u3001\u5806\u6570\u636e\u7b49\u5185\u5bb9\u8fdb\u884c\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u5728\u65b0\u4e00\u4ee3\u7684\u5b58\u7b97\u5206\u79bb\u4f53\u7cfb\u4e0b\uff0c\u6570\u636e\u5e93\u5806\u6570\u636e\u7684\u5b58\u50a8\u53ef\u80fd\u662f\u7531\u5916\u90e8\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u7cfb\u7edf\u627f\u62c5\uff1b\u8ba1\u7b97\u7ec4\u4ef6\u53c8\u53ef\u4ee5\u79f0\u4e3a\u534f\u8c03\u7ec4\u4ef6\u3001\u670d\u52a1\u7ec4\u4ef6\uff0c\u8d1f\u8d23\u54cd\u5e94\u6570\u636e\u5e93\u8bbf\u95ee\u8bf7\u6c42\uff0c\u5e76\u5c06 SQL \u8bed\u8a00\u89e3\u6790\u6210\u4e3a\u6570\u636e\u5e93\u5bf9\u5e94\u7684\u5185\u90e8\u4efb\u52a1\u3002\u8ba1\u7b97\u7ec4\u4ef6\u5728\u5206\u5e03\u5f0f\u3001\u96c6\u7fa4\u7b49\u67b6\u6784\u4e0b\u4e5f\u627f\u63a5\u5927\u90e8\u5206\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u4f8b\u5982\u6392\u5e8f\u3001\u8054\u63a5\u7b49\uff1b\u7ba1\u7406\u7ec4\u4ef6\u7528\u4e8e\u5bf9\u6570\u636e\u5e93\u5168\u751f\u547d\u72b6\u6001\u7684\u7ba1\u7406\uff0c\u4f8b\u5982\u5fc3\u8df3\u7ba1\u7406\u3001\u96c6\u7fa4\u7ba1\u7406\u7b49\uff0c\u4ee5\u53ca\u5404\u7c7b\u4e2d\u5fc3\u5316\u4efb\u52a1\u627f\u63a5\uff0c\u5982\u6b7b\u9501\u4ef2\u88c1\u3001\u5b58\u50a8\u6620\u5c04\u7ba1\u7406\u3001\u5143\u6570\u636e\u7ba1\u7406\u3001\u4e8b\u52a1\u53f7\u7ba1\u7406\u7b49\uff1b\u7f51\u7edc\u7ec4\u4ef6\u7ba1\u7406\u6574\u4e2a\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u7684\u7f51\u7edc\u901a\u8baf\u7684\u7ec4\u4ef6\u3002\u6570\u636e\u5e93\u7684\u7f51\u7edc\u901a\u8baf\u6709\u5185\u90e8\u548c\u5916\u90e8\u4e4b\u5206\u3002<\/p>\n\n\n\n<p>\u5185\u90e8\u4e00\u822c\u6307\u5728\u96c6\u7fa4\u73af\u5883\u6216\u8005\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\u7684\u5404\u8282\u70b9\u4e4b\u95f4\u7684\u9ad8\u901f\u6570\u636e\u4ea4\u6362\u3002\u5916\u90e8\u4e00\u822c\u6307\u7684\u662f\u5404\u4e2a\u6570\u636e\u5e93\u901a\u8fc7\u5bf9\u5916\u8bbf\u95ee\u534f\u8bae\u4e0e\u5b58\u5728\u4e8e\u5ba2\u6237\u7aef\u7684\u9a71\u52a8\u8fdb\u884c\u4e92\u8054\u7684\u7f51\u7edc\u4ea4\u6362\uff1b\u9a71\u52a8\u7ec4\u4ef6\u662f\u652f\u6491\u6570\u636e\u5e93\u80fd\u6b63\u5e38\u63d0\u4f9b\u670d\u52a1\u7684\u914d\u5957\u72ec\u7acb\u7ec4\u4ef6\uff0c\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u57fa\u4e8e\u5176\u901a\u7528\u7279\u6027\uff0c\u5f80\u5f80\u53ef\u4ee5\u5bf9\u4e0d\u540c\u8bed\u8a00\u5f00\u53d1\u7684\u8f6f\u4ef6\u63d0\u4f9b\u6570\u636e\u670d\u52a1\u3002\u4f46\u662f\u7531\u4e8e\u6570\u636e\u5e93\u672c\u8eab\u53ea\u5bf9\u5916\u63d0\u4f9b\u7f51\u7edc\u901a\u8baf\u534f\u8bae\uff0c\u5bf9\u534f\u8bae\u7684\u5c01\u88c5\u5219\u7531\u5ba2\u6237\u7aef\u4fa7\u7684\u4e0d\u540c\u9a71\u52a8\u7ec4\u4ef6\u5b8c\u6210\u3002\u901a\u5e38\u6709\u652f\u6301 JAVA \u8bed\u8a00\u7684 JDBC \u63a5\u53e3\u3001\u652f\u6301 C \u8bed\u8a00\u7684 ODBC \u63a5\u53e3\u548c C-API \u63a5\u53e3\u7b49\u3002<\/p>\n\n\n\n<p><strong>(\u4e8c)\u6570\u636e\u5e93\u6280\u672f\u53d1\u5c55\u5386\u7a0b<\/strong><\/p>\n\n\n\n<p>\u4ece 20 \u4e16\u7eaa 60 \u5e74\u4ee3\u81f3\u4eca\uff0c\u6570\u636e\u5e93\u7684\u53d1\u5c55\u5386\u7a0b\u5927\u81f4\u5206\u4e3a\u4ee5\u4e0b\u4e09\u4e2a\u9636\u6bb5\uff1a<\/p>\n\n\n\n<p><strong>1. \u524d\u5173\u7cfb\u578b\u9636\u6bb5 (1960-1970)\uff1a\u7f51\u72b6\u5c42\u6b21\u6570\u636e\u5e93\u521d\u5c1d\u63a2\u7d22<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"411\" src=\"https:\/\/www.gbase8.cn\/wp-content\/uploads\/2021\/12\/\u5fae\u4fe1\u56fe\u7247_20211223101037.jpg\" alt=\"\" class=\"wp-image-8516\"\/><\/figure>\n\n\n\n<p>\u56fe 3 \u7f51\u72b6\u6a21\u578b\u4e0e\u5c42\u6b21\u6a21\u578b\u793a\u610f\u56fe<\/p>\n\n\n\n<p>\u6765\u6e90\uff1a\u4e2d\u56fd\u4fe1\u606f\u901a\u4fe1\u7814\u7a76\u9662<\/p>\n\n\n\n<p>1963 \u5e74\uff0c\u901a\u7528\u7535\u6c14\u516c\u53f8\u7684 Charles Bachman \u7b49\u4eba\u5f00\u53d1\u51fa\u4e16\u754c\u4e0a\u7b2c\u4e00\u4e2a\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff08\u4ee5\u4e0b\u7b80\u79f0 DBMS\uff09\u4e5f\u662f\u7b2c\u4e00\u4e2a\u7f51\u72b6 DBMS\u2014\u2014\u96c6\u6210\u6570\u636e\u5b58\u50a8\uff08Integrated Data Store\uff0cIDS\uff09\u3002\u7f51\u72b6DBMS\u7684\u8bde\u751f\u5bf9\u5f53\u65f6\u7684\u4fe1\u606f\u7cfb\u7edf\u4ea7\u751f\u4e86\u5e7f\u6cdb\u800c\u6df1\u8fdc\u7684\u5f71\u54cd\uff0c\u89e3\u51b3\u4e86\u5c42\u6b21\u7ed3\u6784\u65e0\u6cd5\u5efa\u6a21\u66f4\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb\u7684\u5efa\u6a21\u95ee\u9898[5]\u3002<\/p>\n\n\n\n<p>\u540c\u65f6\u671f\u4e3a\u89e3\u51b3\u201c\u963f\u6ce2\u7f57\u767b\u6708\u201d\u8ba1\u5212\u5904\u7406\u5e9e\u5927\u6570\u636e\u91cf\u7684\u9700\u6c42\uff0c\u5317\u7f8e\u822a\u7a7a\u516c\u53f8(NAA)\u5f00\u53d1\u51fa GUAM(Generalized Update Access Method)\u8f6f\u4ef6\u3002\u5176\u8bbe\u8ba1\u601d\u60f3\u662f\u5c06\u591a\u4e2a\u5c0f\u7ec4\u4ef6\u6784\u6210\u8f83\u5927\u7ec4\u4ef6\uff0c\u6700\u7ec8\u7ec4\u6210\u5b8c\u6574\u4ea7\u54c1\u3002\u8fd9\u662f\u4e00\u79cd\u5012\u7f6e\u6811\u7684\u7ed3\u6784\uff0c\u4e5f\u88ab\u79f0\u4e4b\u4e3a\u5c42\u6b21\u7ed3\u6784[6]\u3002\u968f\u540e IBM \u52a0\u5165 NAA\uff0c\u5c06 GUAM \u53d1\u5c55\u6210\u4e3a IMS(Information Management System)\u7cfb\u7edf\u5e76\u53d1\u5e03\u4e8e 1968 \u5e74\uff0c\u6210\u4e3a\u6700\u65e9\u5546\u54c1\u5316\u7684\u5c42\u6b21 DBMS\u3002<\/p>\n\n\n\n<p><strong>2. \u5173\u7cfb\u578b\u9636\u6bb5 (1970-2008)\uff1a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5927\u89c4\u6a21\u5e94\u7528<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"419\" src=\"https:\/\/www.gbase8.cn\/wp-content\/uploads\/2021\/12\/\u5fae\u4fe1\u56fe\u7247_20211223101118.jpg\" alt=\"\" class=\"wp-image-8517\"\/><\/figure>\n\n\n\n<p>\u56fe 4 \u5173\u7cfb\u6a21\u578b\u793a\u610f\u56fe<\/p>\n\n\n\n<p>\u6765\u6e90\uff1a\u4e2d\u56fd\u4fe1\u606f\u901a\u4fe1\u7814\u7a76\u9662<\/p>\n\n\n\n<p>\u7b2c\u4e00\u9636\u6bb5\u7684 DBMS \u89e3\u51b3\u4e86\u6570\u636e\u7684\u72ec\u7acb\u5b58\u50a8\u3001\u7edf\u4e00\u7ba1\u7406\u548c\u7edf\u4e00\u8bbf\u95ee\u7684\u95ee\u9898\uff0c\u5b9e\u73b0\u4e86\u6570\u636e\u548c\u7a0b\u5e8f\u7684\u5206\u79bb\uff0c\u4f46\u7f3a\u5c11\u88ab\u5e7f\u6cdb\u63a5\u53d7\u7684\u7406\u8bba\u57fa\u7840\uff0c\u540c\u65f6\u4e5f\u4e0d\u65b9\u4fbf\u4f7f\u7528\uff0c\u5373\u4fbf\u662f\u5bf9\u8bb0\u5f55\u8fdb\u884c\u7b80\u5355\u8bbf\u95ee\uff0c\u4f9d\u7136\u9700\u8981\u7f16\u5199\u590d\u6742\u7a0b\u5e8f\uff0c\u6240\u4ee5\u6570\u636e\u5e93\u4ecd\u9700\u5b8c\u5584\u7406\u8bba\u4ece\u800c\u89c4\u6a21\u5316\u5e94\u7528\u843d\u5730\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e8c\u9636\u6bb5\u5f00\u542f\u7684\u6807\u5fd7\u6027\u4e8b\u4ef6\u4e3a 1970 \u5e74\uff0cIBM \u5b9e\u9a8c\u5ba4\u7684 Edgar Frank Codd \u53d1\u8868\u4e86\u4e00\u7bc7\u9898\u4e3a\u300a\u5927\u578b\u5171\u4eab\u6570\u636e\u5e93\u6570\u636e\u7684\u5173\u7cfb\u6a21\u578b\u300b[7]\u8bba\u6587\uff0c\u63d0\u51fa\u57fa\u4e8e\u96c6\u5408\u8bba\u548c\u8c13\u8bcd\u903b\u8f91\u7684\u5173\u7cfb\u6a21\u578b\uff0c\u4e3a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u6280\u672f\u5960\u5b9a\u4e86\u7406\u8bba\u57fa\u7840\u3002<\/p>\n\n\n\n<p>\u8fd9\u7bc7\u8bba\u6587\u5f25\u8865\u4e86\u4e4b\u524d\u65b9\u6cd5\u7684\u4e0d\u8db3\uff0c\u5e76\u4fc3\u4f7f IBM \u7684 San Jos\u00e9\u5b9e\u9a8c\u5ba4\u4e8e 1973 \u5e74\u542f\u52a8\u9a8c\u8bc1 RDBMS \u7684\u539f\u578b\u9879\u76ee System R\u30021972 \u5e74\uff0c\u6301\u4e45\u5316\u6570\u636e\u7ed3\u6784 B+\u6811\u7684\u5b58\u50a8\u6a21\u578b\u88ab\u53d1\u8868\u30021973 \u5e74\uff0cCharles William Bachman \u83b7\u5f97\u6570\u636e\u5e93\u754c\u7684\u7b2c\u4e00\u4e2a\u56fe\u7075\u5956\u3002<\/p>\n\n\n\n<p>1974 \u5e74\uff0c\u4f7f\u7528 BSD \u8bb8\u53ef\u8bc1\u7684 Ingres \u539f\u578b\u8bde\u751f\uff0c\u4e3a\u540e\u7eed\u5927\u91cf\u57fa\u4e8e\u5176\u6e90\u7801\u5f00\u53d1\u7684 PostgreSQL\u3001Sybase\u3001Informix \u548c Tandem \u7b49\u8457\u540d\u4ea7\u54c1\u6253\u4e0b\u575a\u5b9e\u57fa\u7840\u3002\u540c\u5e74\uff0cIBM \u5b8c\u6210\u4e86\u7b2c\u4e00\u7248\u672c\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93 System R\uff0c\u8be5\u9879\u76ee\u60f3\u65e8\u5728\u901a\u8fc7\u5b9e\u73b0\u6570\u636e\u7ed3\u6784\u548c\u64cd\u4f5c\u6765\u8bc1\u660e\u5173\u7cfb\u6a21\u578b\u7684\u5b9e\u7528\u6027 \uff0c\u8fd9\u5bf9\u540e\u6765\u5173\u7cfb\u578b\u6570\u636e\u5e93\u53d1\u5c55\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\uff0c\u8be5\u9879\u76ee\u4fc3\u8fdb\u4e86\u7ed3\u6784\u5316\u67e5\u8be2\u8bed\u8a00\u2014\u2014SQL\u7684\u95ee\u4e16\u4ee5\u53ca\u4e4b\u540e\u5404\u7c7b\u5546\u54c1\u5316\u5173\u7cfb\u578bDBMS\u4ea7\u54c1\u7684\u8bde\u751f\u3002\u4ece\u5173\u7cfb\u6a21\u578b\u7406\u8bba\u9762\u4e16\u81f3\u4eca\u5df2\u7ecf\u8bde\u751f\u51e0\u767e\u4e2a\u9762\u5411\u5927\u578b\u673a\u548cPC\u73af\u5883\u7684\u5173\u7cfb\u578bDBMS\u3002<\/p>\n\n\n\n<p>1977 \u5e74 11 \u6708\uff0c\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u5728\u9ec4\u5c71\u53ec\u5f00\u7b2c\u4e00\u6b21\u6570\u636e\u5e93\u5e74\u4f1a\uff0c\u6210\u4e3a\u6211\u56fd\u6570\u636e\u5e93\u7406\u8bba\u7814\u7a76\u7684\u8d77\u6e90\u3002\u540c\u5e74\uff0c\u7f8e\u56fd\u7684 Larry Ellison\u3001Bob Miner \u548c Ed Oates \u5728\u7845\u8c37\u5171\u540c\u521b\u529e\u4e86\u4e00\u5bb6\u540d\u4e3a\u8f6f\u4ef6\u5f00\u53d1\u5b9e\u9a8c\u5ba4\uff08Software Development Laboratories\uff0cSDL\uff09\u7684\u8ba1\u7b97\u673a\u516c\u53f8\uff0c\u6536\u5230\u7684\u7b2c\u4e00\u4e2a\u8ba2\u5355\u662f\u6765\u81ea\u7f8e\u56fd\u4e2d\u592e\u60c5\u62a5\u5c40\u7684 Project Oracle \u9879\u76ee\u30021978 \u5e74\uff0cSDL \u53d1\u5e03 Oracle \u7b2c\u4e00\u4e2a\u7248\u672c\u30021979 \u5e74\uff0cSDL \u66f4\u540d\u4e3a\u5173\u7cfb\u8f6f\u4ef6\u6709\u9650\u516c\u53f8\uff08Relational Software\uff0cInc.\uff0cRSI\uff09\u5e76\u53d1\u5e03\u4e86\u5546\u7528\u7b2c\u4e8c\u7248\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p>20 \u4e16\u7eaa 80 \u5e74\u4ee3\uff0c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u8fdb\u5165\u5546\u4e1a\u5316\u65f6\u4ee3\u30021980 \u5e74\uff0c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u516c\u53f8 RTI\uff08\u73b0\u540d Actian)\u6210\u7acb\u5e76\u9500\u552e Ingres\uff0c\u540c\u5e74\uff0c\u540d\u79f0\u53d6\u81ea\u201cInformation\u201d\u548c\u201cUnix\u201d\u76f8\u7ed3\u5408\u7684 Informix \u516c\u53f8\u6210\u7acb\u30021981 \u5e74\uff0cE.F.Codd \u5728\u6d1b\u6749\u77f6 ACM \u5e74\u4f1a\u4e0a\u83b7\u5f97\u6570\u636e\u5e93\u754c\u7684\u7b2c\u4e8c\u4e2a\u56fe\u7075\u5956\u30021983 \u5e74\uff0cRSI \u7684 Miner \u548c Scott \u5458\u5de5\u4f7f\u7528 C \u8bed\u8a00\u91cd\u5199\u4e86 Oracle \u5e76\u53d1\u5e03\u7b2c\u4e09\u7248\u672c\uff0c\u4f7f\u5176\u5177\u5907\u826f\u597d\u7684\u79fb\u690d\u6027\uff0c\u540c\u5e74 IBM \u53d1\u5e03 Database2 (DB2) for MVS\uff0c\u6807\u5fd7 DB2 \u6b63\u5f0f\u8bde\u751f\u30021984 \u5e74\uff0cSybase \u516c\u53f8\u6210\u7acb\u3002\u521b\u59cb\u4eba\u4e4b\u4e00 Bob Epstein \u662f Ingres \u5927\u5b66\u7248\u7684\u4e3b\u8981\u8bbe\u8ba1\u4eba\u5458\u30021985 \u5e74\uff0cInformix \u53d1\u5e03\u7b2c\u4e00\u6b3e\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p>1984 \u81f3 1985 \u5e74\uff0cOracle \u516c\u53f8\u4f9d\u6b21\u53d1\u5e03\u7b2c\u56db\u548c\u7b2c\u4e94\u7248\u672c\uff0c\u5b8c\u5584\u4e86\u4ea7\u54c1\u7684\u7a33\u5b9a\u6027\uff0c\u4e8e 1986 \u5e74\u516c\u5f00\u4e0a\u5e02\uff0c\u540c\u5e74\uff0c\u6570\u636e\u5e93\u6807\u51c6\u5316\u8fce\u6765\u5386\u53f2\u6027\u8fdb\u5c55\uff0c\u7f8e\u56fd\u56fd\u5bb6\u6807\u51c6\u5c40(ANSI)\u6570\u636e\u5e93\u59d4\u5458\u4f1a\u6279\u51c6 SQL \u4f5c\u4e3a\u6570\u636e\u5e93\u8bed\u8a00\u7684\u7f8e\u56fd\u6807\u51c6\u5e76\u516c\u5e03\u6807\u51c6 SQL \u6587\u672c\u3002<\/p>\n\n\n\n<p>1987 \u5e74\uff0c\u56fd\u9645\u6807\u51c6\u5316\u7ec4\u7ec7(ISO)\u4e5f\u505a\u51fa\u4e86\u540c\u6837\u51b3\u5b9a\uff0c\u5bf9 SQL \u8fdb\u884c\u6807\u51c6\u5316\u89c4\u8303\u5e76\u4e0d\u65ad\u66f4\u65b0\uff0c\u4f7f\u5f97 SQL \u6210\u4e3a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u4e3b\u6d41\u8bed\u8a00\u3002\u6b64\u540e\u76f8\u5f53\u957f\u7684\u4e00\u6bb5\u65f6\u95f4\u5185\uff0c\u4e0d\u8bba\u662f\u5fae\u673a\u3001\u5c0f\u578b\u673a\u8fd8\u662f\u5927\u578b\u673a\uff0c\u4e0d\u8bba\u662f\u54ea\u79cd\u6570\u636e\u5e93\u7cfb\u7edf\uff0c\u90fd\u91c7\u7528 SQL \u4f5c\u4e3a\u6570\u636e\u5b58\u53d6\u8bed\u8a00\uff0c\u5404\u4e2a\u516c\u53f8\u7eb7\u7eb7\u63a8\u51fa\u5404\u81ea\u652f\u6301 SQL \u7684\u8f6f\u4ef6\u6216\u63a5\u53e3[8]\u3002\u540c\u5e74 5 \u6708\uff0cSybase \u53d1\u5e03\u9996\u6b3e\u4ea7\u54c1 Sybase SQLServer1.0\uff0c\u4e5f\u662f\u9996\u4e2a\u57fa\u4e8e Client\/Server \u6570\u636e\u5e93\u4f53\u7cfb\u7ed3\u6784\u601d\u60f3\u7684\u5b9e\u73b0\u30021988 \u5e74\uff0c\u56fd\u5185\u7b2c\u4e00\u4e2a\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u539f\u578b CRDS \u7531\u534e\u4e2d\u7406\u5de5\u5927\u5b66\uff08\u73b0\u4e3a\u534e\u4e2d\u79d1\u6280\u5927\u5b66\uff09\u7684\u51af\u88d5\u624d\u56e2\u961f\u7814\u53d1\u6210\u529f\u3002<\/p>\n\n\n\n<p>20 \u4e16\u7eaa 90 \u5e74\u4ee3\uff0c\u9762\u5411\u5bf9\u8c61\u7684\u6570\u636e\u5e93\u51fa\u73b0\uff0c\u4f46\u662f\u6ca1\u6709\u5546\u4e1a\u5e94\u7528\u6210\u529f\u6848\u4f8b\u30021991 \u5e74\uff0c\u5fae\u8f6f\u53d1\u5e03 Access\u30021994 \u5e74\uff0c\u57fa\u4e8e Ingres \u7684 Postgres95 \u8bde\u751f\uff0c\u4e8e 1996 \u5e74\u88ab\u547d\u540d\u4e3a PostgreSQL\u30021995 \u5e74\uff0cMySQL \u5728\u745e\u5178\u53d1\u884c\uff0c\u5f00\u53d1\u51fa\u7b2c\u4e00\u4e2a\u9762\u5411\u4e92\u8054\u7f51\u7684\u6570\u636e\u5e93\u5e94\u7528\u30021998 \u5e74\uff0c\u6570\u636e\u5e93\u754c\u7684\u7b2c\u4e09\u4e2a\u56fe\u7075\u5956\u6388\u4e88\u4e86 James Gray\uff0c\u4ee5\u8868\u5f70\u4ed6\u5728\u4e8b\u52a1\u5904\u7406\u6280\u672f\u7684\u5f00\u62d3\u6027\u6210\u679c\u3002\u81f3\u6b64\uff0c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7406\u8bba\u5f97\u5230\u4e86\u5145\u5206\u7684\u5b8c\u5584\u3001\u6269\u5c55\u548c\u5e94\u7528\uff0c\u5728\u540e\u5173\u7cfb\u578b\u9636\u6bb5\uff0c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4ecd\u5728\u53d1\u5c55\u6f14\u8fdb\uff0c\u4ece\u672a\u4e2d\u6b62\u3002<\/p>\n\n\n\n<p><strong>3. \u540e\u5173\u7cfb\u578b\u9636\u6bb5 (2008-\u81f3\u4eca\uff09\uff1a\u6a21\u578b\u62d3\u5c55\u4e0e\u67b6\u6784\u89e3\u8026\u5e76\u5b58<\/strong><\/p>\n\n\n\n<p>\u8fdb\u5165 21 \u4e16\u7eaa\uff0c\u968f\u7740\u4fe1\u606f\u6280\u672f\u53ca\u4e92\u8054\u7f51\u4e0d\u65ad\u8fdb\u6b65\uff0c\u6570\u636e\u91cf\u5448\u73b0\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u5404\u884c\u4e1a\u9886\u57df\u5bf9\u6570\u636e\u5e93\u6280\u672f\u63d0\u51fa\u4e86\u66f4\u591a\u9700\u6c42\uff0c\u6570\u636e\u6a21\u578b\u4e0d\u65ad\u4e30\u5bcc\u3001\u6280\u672f\u67b6\u6784\u9010\u6e10\u89e3\u8026\uff0c\u4e00\u90e8\u5206\u6570\u636e\u5e93\u8d70\u5411\u5206\u5e03\u5f0f\u3001\u591a\u6a21\u5904\u7406\u3001\u5b58\u7b97\u5206\u79bb\u7684\u65b9\u5411\u6f14\u8fdb\u3002\u8c37\u6b4c\u5728 2003 \u81f3 2004 \u5e74\u516c\u5e03\u4e86\u5173\u4e8e GFS\u3001MapReduce \u548c BigTable \u4e09\u7bc7\u6280\u672f\u8bba\u6587\uff0c\u4e3a\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u5960\u5b9a\u57fa\u7840\uff0cMike Stonebraker \u63d0\u51fa\u201cone size does not fit all\u201d\u5e76\u4f9d\u7167\u6b64\u7406\u5ff5\u63a8\u51fa\u591a\u79cd\u6570\u636e\u6a21\u578b\u3001\u5b58\u50a8\u4ecb\u8d28\u7684\u6570\u636e\u5e93\uff0c\u6570\u636e\u5e93\u53d1\u5c55\u6b63\u5f0f\u8fdb\u5165\u7b2c\u4e09\u9636\u6bb5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"459\" src=\"https:\/\/www.gbase8.cn\/wp-content\/uploads\/2021\/12\/\u5fae\u4fe1\u56fe\u7247_20211223101139.jpg\" alt=\"\" class=\"wp-image-8518\"\/><\/figure>\n\n\n\n<p>\u56fe 5 \u90e8\u5206\u975e\u5173\u7cfb\u6a21\u578b\u793a\u610f\u56fe<\/p>\n\n\n\n<p>\u6765\u6e90\uff1a\u4e2d\u56fd\u4fe1\u606f\u901a\u4fe1\u7814\u7a76\u9662<\/p>\n\n\n\n<p>\u6570\u636e\u6a21\u578b\u4e0d\u65ad\u62d3\u5c55\u3002\u6b65\u5165\u4e92\u8054\u7f51 Web 2.0 \u548c\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u8bb8\u591a\u4e92\u8054\u7f51\u5e94\u7528\u8868\u73b0\u51fa\u9ad8\u5e76\u53d1\u8bfb\u5199\u3001\u6d77\u91cf\u6570\u636e\u5904\u7406\u3001\u6570\u636e\u7ed3\u6784\u4e0d\u7edf\u4e00\u7b49\u7279\u70b9\uff0c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5e76\u4e0d\u80fd\u5f88\u597d\u5730\u652f\u6301\u8fd9\u4e9b\u573a\u666f\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u6709\u7740\u9ad8\u5e76\u53d1\u8bfb\u5199\u3001\u6570\u636e\u9ad8\u53ef\u7528\u6027\u3001\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u548c\u5b9e\u65f6\u5206\u6790\u7b49\u7279\u70b9\uff0c\u80fd\u8f83\u597d\u5730\u652f\u6301\u8fd9\u4e9b\u5e94\u7528\u7684\u9700\u6c42\u3002\u56e0\u6b64\uff0c\u4e00\u4e9b\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e5f\u5f00\u59cb\u5174\u8d77\u3002\u4e3a\u4e86\u89e3\u51b3\u5927\u89c4\u6a21\u6570\u636e\u96c6\u5408\u548c\u591a\u79cd\u6570\u636e\u7c7b\u578b\u5e26\u6765\u7684\u6311\u6218\uff0cNoSQL \u6570\u636e\u5e93\u5e94\u8fd0\u800c\u751f\uff0c\u5176\u8bbf\u95ee\u901f\u5ea6\u5feb\uff0c\u9002\u5b9c\u5904\u7406\u4e92\u8054\u7f51\u65f6\u4ee3\u5bb9\u91cf\u5927\u3001\u591a\u6837\u6027\u9ad8\u3001\u6d41\u52a8\u6027\u5f3a\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"605\" src=\"https:\/\/www.gbase8.cn\/wp-content\/uploads\/2021\/12\/\u5fae\u4fe1\u56fe\u7247_20211223101152.jpg\" alt=\"\" class=\"wp-image-8519\"\/><\/figure>\n\n\n\n<p>\u56fe 6 \u96c6\u4e2d\u5f0f\u4e0e\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u67b6\u6784\u793a\u610f\u56fe<\/p>\n\n\n\n<p>\u6765\u6e90\uff1a\u4e2d\u56fd\u4fe1\u606f\u901a\u4fe1\u7814\u7a76\u9662<\/p>\n\n\n\n<p>\u5206\u5e03\u5f0f\u67b6\u6784\u9010\u6e10\u6210\u719f\u3002\u7531\u4e8e\u4f20\u7edf\u57fa\u4e8e\u96c6\u4e2d\u5f0f\u6570\u636e\u5e93\u5728\u5e94\u5bf9\u6d77\u91cf\u6570\u636e\u53ca\u590d\u6742\u5206\u6790\u5904\u7406\u65f6\uff0c\u5b58\u5728\u6570\u636e\u5e93\u7684\u6a2a\u5411\u6269\u5c55\u80fd\u529b\u53d7\u9650\u3001\u6570\u636e\u5b58\u50a8\u548c\u8ba1\u7b97\u80fd\u529b\u53d7\u9650\u3001\u4e0d\u80fd\u6ee1\u8db3\u4e1a\u52a1\u77ac\u65f6\u9ad8\u5cf0\u7684\u6027\u80fd\u7b49\u6839\u672c\u6027\u7684\u67b6\u6784\u95ee\u9898\u3002\u5229\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u548c\u5185\u5b58\u8ba1\u7b97\u7b49\u65b0\u6280\u672f\u8bbe\u8ba1\u7684\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u80fd\u591f\u89e3\u51b3\u4e0a\u8ff0\u9047\u5230\u7684\u6027\u80fd\u4e0d\u8db3\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u7684\u6570\u636e\u5206\u6563\u5728\u7f51\u7edc\u4e0a\u591a\u4e2a\u4e92\u8054\u7684\u8282\u70b9\u4e0a\uff0c\u6570\u636e\u91cf\u3001\u5199\u5165\u8bfb\u53d6\u7684\u8d1f\u8f7d\u5747\u8861\u5206\u6563\u5230\u591a\u4e2a\u5355\u673a\u4e2d\uff0c\u96c6\u7fa4\u4e2d\u67d0\u4e2a\u8282\u70b9\u6545\u969c\u6574\u4e2a\u96c6\u7fa4\u4ecd\u7136\u80fd\u7ee7\u7eed\u5de5\u4f5c\uff0c\u6570\u636e\u901a\u8fc7\u5206\u7247\u3001\u590d\u5236\u3001\u5206\u533a\u7b49\u65b9\u5f0f\u5b9e\u73b0\u5206\u5e03\u5b58\u50a8\u3002\u6bcf\u4e2a\u6570\u636e\u8282\u70b9\u7684\u6570\u636e\u4f1a\u5b58\u5728\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u526f\u672c\uff0c\u63d0\u4f9b\u6570\u636e\u5197\u4f59\u3002\u5f53\u67d0\u4e2a\u6570\u636e\u8282\u70b9\u51fa\u73b0\u6545\u969c\u65f6\uff0c\u53ef\u4ee5\u4ece\u5176\u526f\u672c\u8282\u70b9\u83b7\u53d6\u6570\u636e\uff0c\u907f\u514d\u6570\u636e\u7684\u4e22\u5931\uff0c\u8fdb\u800c\u63d0\u5347\u4e86\u6574\u4e2a\u5206\u5e03\u5f0f\u96c6\u7fa4\u7684\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<p>\u4e3a\u4fdd\u969c\u5206\u5e03\u5f0f\u4e8b\u52a1\u5728\u8de8\u8282\u70b9\u5904\u7406\u65f6\u4e8b\u52a1\u7684\u539f\u5b50\u6027\u548c\u4e00\u81f4\u6027\uff0c\u4e00\u822c\u4f7f\u7528\u5206\u5e03\u5f0f\u534f\u8bae\u5904\u7406\u3002\u5e38\u7528\u4e24\u9636\u6bb5\u63d0\u4ea4\u3001\u4e09\u9636\u6bb5\u63d0\u4ea4\u534f\u8bae\u4fdd\u969c\u4e8b\u52a1\u7684\u539f\u5b50\u6027\uff1b\u4f7f\u7528 Paxos\u3001Raft \u7b49\u534f\u8bae\u540c\u6b65\u6570\u636e\u5e93\u7684\u4e8b\u52a1\u65e5\u5fd7\u4ece\u800c\u4fdd\u969c\u4e8b\u52a1\u7684\u4e00\u81f4\u6027\u3002\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u6280\u672f\u67b6\u6784\u5927\u81f4\u53ef\u5206\u4e3a\u5982\u4e0b\u4e09\u7c7b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u4ee5 Apache Cassandra\u3001Apache HBase \u4e3a\u4ee3\u8868\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e3a\u57fa\u7840\u7684\u6570\u636e\u5e93\uff0c\u5e95\u5c42\u5b58\u50a8\u57fa\u4e8e\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u5177\u5907\u4e86\u5206\u7247\u6216\u8005\u5206\u533a\u5b58\u50a8\u7684\u80fd\u529b\uff0c\u6269\u5927\u4e86\u666e\u901a\u5b58\u50a8\u8bbe\u5907\u7684\u5b58\u50a8\u7cfb\u7edf\u7684\u4e0a\u9650\u3002<\/li><li>\u4ee5 Greenplum \u4e3a\u4ee3\u8868\u7684 Shared-Nothing \u67b6\u6784\uff0c\u901a\u8fc7\u591a\u8282\u70b9\u534f\u540c\u5de5\u4f5c\u6269\u5927\u5206\u5e03\u5f0f\u5b58\u50a8\u80fd\u529b\u7684\u540c\u65f6\uff0c\u76f8\u5e94\u7684\u8fd8\u901a\u8fc7 MPP \u67b6\u6784\u53ef\u4ee5\u652f\u6301\u591a\u7ea7\u5e76\u884c\u8ba1\u7b97\u5904\u7406\uff0c\u589e\u5f3a\u67e5\u8be2\u548c\u5206\u6790\u80fd\u529b\u3002<\/li><li>\u4ee5 Kylin \u4e3a\u4ee3\u8868\u7684\u591a\u7ef4\u6570\u636e\u5e93\u4ea7\u54c1\uff0c\u4ee5\u53ca\u4ee5 OpenTSDB \u4e3a\u4ee3\u8868\u7684\u65f6\u5e8f\u6570\u636e\u5e93\uff0c\u4f7f\u7528\u5176\u5b83\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u4f5c\u4e3a\u540e\u53f0\u5b58\u50a8\uff0c\u901a\u8fc7\u6784\u5efa\u76f8\u5e94\u7684\u6570\u636e\u6a21\u578b\u548c\u7d22\u5f15\u6280\u672f\uff0c\u6269\u5c55\u6210\u4e3a\u65b0\u7684\u6570\u636e\u5e93\u3002<\/li><\/ul>\n\n\n\n<p>\u5176\u4ed6\u8fd8\u5305\u62ec\u5206\u5e93\u5206\u8868\u7b49\u4e2d\u95f4\u4ef6\u89e3\u51b3\u65b9\u6848\uff0c\u4e25\u683c\u6765\u8bf4\u4e0d\u5c5e\u6570\u636e\u5e93\u7cfb\u7edf\uff0c\u4f46\u662f\u63d0\u4f9b\u7c7b\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u89e3\u51b3\u65b9\u6848\uff0c\u9002\u7528\u4e8e\u5408\u9002\u7684\u4e1a\u52a1\u573a\u666f\u5bf9\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u7684\u9700\u6c42\u3002<strong>\u6570\u636e\u5e93\u5e94\u7528\u521b\u65b0\u5b9e\u9a8c\u5ba4\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u6570\u636e\u5e93\u662f\u57fa\u7840\u8f6f\u4ef6\u7684\u91cd\u8981\u4e00\u5458\uff0c\u662f\u652f\u6491\u5168\u7403\u6570\u5b57\u7ecf\u6d4e\u84ec\u52c3\u53d1\u5c55\u7684\u6838\u5fc3\u6280\u672f\u4ea7\u54c1\u3002\u4e3a\u63a8\u52a8\u6211\u56fd\u6570\u636e\u5e93\u4ea7\u4e1a\u56fd\u9645\u5730\u4f4d\u4ece\u8ddf\u8dd1\u3001\u5e76\u8dd1\u5230\u9886\u8dd1\uff0c2019\u5e7410\u6708\uff0c\u4e2d\u56fd\u4fe1\u606f\u901a\u4fe1\u7814\u7a76\u9662\u4e91\u8ba1\u7b97\u4e0e\u5927\u6570\u636e\u7814\u7a76\u6240\u7275\u5934\uff0c\u8054\u5408\u591a\u5bb6\u6570\u636e\u5e93\u4f01\u4e1a\u3001\u5e94\u7528\u5355\u4f4d\u3001\u7cfb\u7edf\u96c6\u6210\u5546\u3001\u6570\u636e\u5e93\u670d\u52a1\u4f01\u4e1a\u3001\u786c\u4ef6\u5236\u9020\u5546\uff0c\u5171\u540c\u6210\u7acb\u516c\u76ca\u6027\u7ec4\u7ec7\u6570\u636e\u5e93\u5e94\u7528\u521b\u65b0\u5b9e\u9a8c\u5ba4\uff08\u4ee5\u4e0b\u7b80\u79f0\u201c\u5b9e\u9a8c\u5ba4\u201d\uff09\uff0c\u6253\u9020\u4e86\u4e2d\u56fd\u6570\u636e\u5e93\u4ea7\u4e1a\u7684\u201c\u8054\u5408\u8230\u961f\u201d\u3002<br>\u5b9e\u9a8c\u5ba4\u6301\u7eed\u81f4\u529b\u4e8e\u63a8\u52a8\u6211\u56fd\u6570\u636e\u5e93\u4ea7\u4e1a\u521b\u65b0\u53d1\u5c55\uff0c\u4ee5\u5b9e\u9645\u95ee\u9898\u4e3a\u5bfc\u5411\uff0c\u4ee5\u5408\u4f5c\u5171\u8d62\u4e3a\u76ee\u6807\uff0c\u8054\u5408\u653f\u3001\u4ea7\u3001\u5b66\u3001\u7814\u3001\u7528\u7b49\u591a\u65b9\u529b\u91cf\uff0c\u534f\u540c\u63a8\u8fdb\u6570\u636e\u5e93\u9886\u57df\u5e94\u7528\u521b\u65b0\u7684\u76f8\u5173\u5de5\u4f5c\u3002\u5b9e\u9a8c\u5ba4\u5c06\u4e00\u76f4\u79c9\u627f\u5f00\u653e\u7406\u5ff5\uff0c\u6301\u7eed\u6b22\u8fce\u6570\u636e\u5e93\u9886\u57df\u5404\u4f01\u4e1a\u3001\u5404\u673a\u6784\u3001\u5404\u7ec4\u7ec7\u7533\u8bf7\u52a0\u5165\u3002<br><strong>\u5b9e\u9a8c\u5ba4\u8054\u7cfb\u4eba<\/strong><\/p>\n\n\n\n<p>\u5218\u601d\u6e9013691032906liusiyuan@caict.ac.cn<br>\u9a6c\u5609\u616715596670369majiahui@caict.ac.cn<strong>\u5b9e\u9a8c\u5ba4\u6210\u5458\u5355\u4f4d<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p>&nbsp;[1] GB\/T 5271.17-2010\u300a\u4fe1\u606f\u6280\u672f \u8bcd\u6c47 \u7b2c 17 \u90e8\u5206\uff1a\u6570\u636e\u5e93\u300b<\/p>\n\n\n\n<p>[2]\u300a\u6570\u636e\u5e93\u7cfb\u7edf\u6982\u8bba\uff08\u7b2c 5 \u7248\uff09\u300b\uff0c\u738b\u73ca\u3001\u8428\u5e08\u714a\u3002<\/p>\n\n\n\n<p>[3]Google File System\u3001Google Bigtable \u548c Google MapReduce<\/p>\n\n\n\n<p>[4]TM Connolly\uff0cCE Begg ,Database Systems: A Practical Approach to Design, Implementation and Management 4th Edition (England: Addison Wesley, 2005), p.16<\/p>\n\n\n\n<p>[5]TM Connolly\uff0cCE Begg ,Database Systems: A Practical Approach to Design, Implementation and Management 4th Edition (England: Addison Wesley, 2005), p. 24.<\/p>\n\n\n\n<p>[6]\u51fa\u5904\u540c\u4e0a<\/p>\n\n\n\n<p>[7]&nbsp;&nbsp; \u300aA Relational Model of Data for Large Shared Data Banks\u300b<\/p>\n\n\n\n<p>[8]\u5434\u9e64\u9f84.\u5173\u7cfb\u6570\u636e\u5e93\u7684\u6807\u51c6\u8bed\u8a00\u2014\u2014SQL[J].\u8ba1\u7b97\u673a\u7814\u7a76\u4e0e\u53d1\u5c55,1989(06):7.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u8282\u9009\u81ea\u4e2d\u56fd\u4fe1\u901a\u9662\u4e8e2021\u5e746\u670824\u65e5\u5728\u201c2021\u5927\u6570\u636e\u4ea7\u4e1a\u5cf0\u4f1a\u201d\u4e0a\u53d1\u5e03\u7684\u300a\u6570\u636e\u5e93\u53d1\u5c55\u7814\u7a76\u62a5\u544a\uff082021\u5e74\uff09\u300b\u3002<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-8513","post","type-post","status-publish","format-standard","hentry","category-1"],"_links":{"self":[{"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/posts\/8513","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/comments?post=8513"}],"version-history":[{"count":1,"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/posts\/8513\/revisions"}],"predecessor-version":[{"id":8520,"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/posts\/8513\/revisions\/8520"}],"wp:attachment":[{"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/media?parent=8513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/categories?post=8513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gbase8.cn\/en\/wp-json\/wp\/v2\/tags?post=8513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}