{"id":154495,"date":"2021-05-04T11:58:07","date_gmt":"2021-05-04T10:58:07","guid":{"rendered":"https:\/\/blog.jetbrains.com\/blog\/2021\/05\/04\/big-data-world-part-1-definitions\/"},"modified":"2021-06-16T18:23:52","modified_gmt":"2021-06-16T17:23:52","slug":"big-data-world-part-1-definitions","status":"publish","type":"blog","link":"https:\/\/blog.jetbrains.com\/zh-hans\/blog\/2021\/05\/04\/big-data-world-part-1-definitions\/","title":{"rendered":"\u5927\u6570\u636e\u4e16\u754c\uff0c\u7b2c 1 \u90e8\u5206\uff1a\u5b9a\u4e49"},"content":{"rendered":"\n<p>\u672c\u6587\u662f\u6709\u5173\u5927\u6570\u636e\u7684\u7cfb\u5217\u535a\u6587\u4e2d\u7684\u7b2c\u4e00\u90e8\u5206\u3002\u00a0\u6211\u4eec\u5e0c\u671b\u501f\u52a9\u672c\u6587\u5411\u60a8\u4ecb\u7ecd JetBrains \u5982\u4f55\u770b\u5f85\u5927\u6570\u636e\uff0c\u8fdb\u800c\u4f7f\u60a8\u4e86\u89e3\u6211\u4eec\u5982\u4f55\u4e3a\u5176\u521b\u5efa\u4ea7\u54c1.<\/p>\n\n\n\n<p>\u76ee\u5f55\uff1a<\/p>\n\n\n\n<ul class=\"is-style-default\"><li><a href=\"#what-is-big-data\" class=\"ek-link\">\u4ec0\u4e48\u662f\u5927\u6570\u636e\uff1f<\/a><ul><li><a href=\"#wont-fit-memory\" class=\"ek-link\">\u8d85\u51fa\u8282\u70b9\u5185\u5b58\u5bb9\u91cf\u7684\u6570\u636e<\/a><\/li><li><a href=\"#scales\" class=\"ek-link\">\u5728 3V \u5c42\u9762\u4e0a\u6269\u5c55\u6570\u636e<\/a><\/li><li><a href=\"#reliable-business-decisions\" class=\"ek-link\">\u505a\u51fa\u53ef\u9760\u5546\u4e1a\u51b3\u7b56\u6240\u9700\u7684\u5145\u8db3\u6570\u636e<\/a><\/li><\/ul><\/li><li><a href=\"#customers\" class=\"ek-link\">\u5ba2\u6237<\/a><\/li><li><a href=\"#conclusion\" class=\"ek-link\">\u7ed3\u8bba<\/a><\/li><\/ul>\n\n\n\n<p>\u5927\u6570\u636e\u4e16\u754c\u53ef\u80fd\u770b\u4f3c\u9ad8\u6df1\u83ab\u6d4b\uff0c\u88ab\u5404\u79cd\u96be\u61c2\u7684\u8bcd\u6c47\u8499\u4e0a\u4e86\u4e00\u5c42\u795e\u79d8\u7684\u9762\u7eb1\u3002\u00a0\u662f\u65f6\u5019\u89e3\u5f00\u9762\u7eb1\u5e76\u770b\u6e05\u5927\u6570\u636e\u7684\u771f\u5b9e\u9762\u76ee\u4e86\u3002<\/p>\n\n\n\n<h1 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8 MB \u7684\u6570\u636e\u90fd\u53ef\u4ee5\u88ab\u5f52\u7c7b\u4e3a\u201c\u5927\u6570\u636e\u201d\u3002<\/p>\n\n\n\n<p>100 MB \u7684\u6570\u636e\u5c31\u5f53\u4e0b\u800c\u8a00\u53ef\u8c13\u751a\u5c0f\uff0c\u4f46\u5728\u8fc7\u53bb\u5374\u7b97\u5f97\u4e0a\u5de8\u5927\uff0c\u5e76\u4e14\u9700\u8981\u590d\u6742\u7684\u7b97\u6cd5\u8fdb\u884c\u5904\u7406\u3002<\/p>\n\n\n\n<p>\u5982\u4eca\uff0c\u5927\u6570\u636e\u7684\u5927\u5c0f\u5448\u7edd\u5bf9\u5927\u5e45\u4e0a\u5347\u8d8b\u52bf\u53d1\u5c55\uff0c\u4f46\u4ecd\u9700\u8981\u590d\u6742\u7684\u5904\u7406\u65b9\u6cd5\u3001\u5206\u5e03\u5f0f\u8ba1\u7b97\u548c\u7279\u6b8a\u7684\u5b58\u50a8\u683c\u5f0f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"scales\">\u5728 3V \u5c42\u9762\u4e0a\u6269\u5c55\u6570\u636e<\/h2>\n\n\n\n<p>3V \u662f\u6307\u6570\u636e\u91cf (Volume)\u3001\u5904\u7406\u901f\u5ea6 (Velocity) \u548c\u591a\u6837\u6027 (Variety)\u3002\u00a0\u5728 3V 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COA\uff08\u91c7\u8d2d\u6210\u672c\uff09\u3001LTV\uff08\u751f\u547d\u5468\u671f\u603b\u4ef7\u503c\uff09\u7b49\u5e02\u573a\u8425\u9500\u6307\u6807\u3002\u00a0\u4ed6\u4eec\u8fd8\u9700\u8981\u6570\u636e\u6765\u5efa\u7acb\u6210\u529f\u7684\u8425\u9500\u516c\u53f8\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"conclusion\">\u7ed3\u8bba<\/h1>\n\n\n\n<p>\u4ee5\u4e0a\u5185\u5bb9\u5c31\u662f\u6211\u4eec\u5bf9\u4e8e\u4ec0\u4e48\u662f\u5927\u6570\u636e\u4ee5\u53ca\u8c01\u662f\u5927\u6570\u636e\u6240\u751f\u6210\u7ed3\u679c\u7684\u4f7f\u7528\u8005\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<p>\u5728 JetBrains\uff0c\u6211\u4eec\u9488\u5bf9\u5927\u6570\u636e\u7684\u4e3b\u8981\u9879\u76ee\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/plugins.jetbrains.com\/plugin\/12494-big-data-tools\" class=\"ek-link\" target=\"_blank\" rel=\"noopener\"><a href=\"https:\/\/crowdin.com\/backend\/phrases\/phrases_as_html?project_id=304542&amp;target_language_id=55&amp;file_id=391056\" target=\"_blank\" rel=\"noopener\">\u9002\u7528\u4e8e IntelliJ IDEA \u7684\u5927\u6570\u636e\u5de5\u5177<\/a><\/a><\/li><li><a href=\"https:\/\/www.jetbrains.com\/dataspell\/\" target=\"_blank\" rel=\"noopener\">DataSpell<\/a><\/li><li><a href=\"https:\/\/www.jetbrains.com\/datagrip\/download\/#section=linux\" class=\"ek-link\" target=\"_blank\" rel=\"noopener\"><a href=\"https:\/\/crowdin.com\/backend\/phrases\/phrases_as_html?project_id=304542&amp;target_language_id=55&amp;file_id=391056\" target=\"_blank\" rel=\"noopener\">\u9002\u7528\u4e8e\u6570\u636e\u4ed3\u5e93\u7684 DataGrip<\/a><\/a><\/li><li><a href=\"https:\/\/datalore.jetbrains.com\/\" target=\"_blank\" 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