{"id":1274,"date":"2024-07-19T00:00:51","date_gmt":"2024-07-18T16:00:51","guid":{"rendered":"https:\/\/cleardatascience.com\/?p=1274"},"modified":"2024-04-23T10:55:35","modified_gmt":"2024-04-23T02:55:35","slug":"unraveling-data-lake-and-data-virtualization-a-comparative-analysis-for-solving-data-silos","status":"publish","type":"post","link":"https:\/\/cleardatascience.com\/zh-hant\/unraveling-data-lake-and-data-virtualization-a-comparative-analysis-for-solving-data-silos\/","title":{"rendered":"\u63ed\u958b\u6578\u64da\u6e56\u548c\u6578\u64da\u865b\u64ec\u5316\u7684\u9762\u7d17\uff1a\u89e3\u6c7a\u6578\u64da\u5b64\u5cf6\u7684\u6bd4\u8f03\u5206\u6790"},"content":{"rendered":"

\u4ecb\u7d39<\/strong> :<\/strong><\/h2>\n

\u5728\u5927\u6578\u64da\u6642\u4ee3\uff0c\u7d44\u7e54\u9762\u81e8\u8457\u7ba1\u7406\u5b58\u5132\u5728\u4e0d\u540c\u7cfb\u7d71\u4e2d\u7684\u5927\u91cf\u4e0d\u540c\u6578\u64da\u6e90\u7684\u6311\u6230\uff0c\u5c0e\u81f4\u6578\u64da\u5b64\u5cf6\u963b\u7919\u4e86\u6578\u64da\u96c6\u6210\u548c\u5206\u6790\u3002\u6578\u64da\u6e56\u548c\u6578\u64da\u865b\u64ec\u5316\u662f\u7528\u65bc\u89e3\u6c7a\u6b64\u554f\u984c\u4e26\u91cb\u653e\u4f01\u696d\u6578\u64da\u5168\u90e8\u6f5b\u529b\u7684\u5169\u7a2e\u4e0d\u540c\u65b9\u6cd5\u3002\u5728\u672c\u7d9c\u5408\u6307\u5357\u4e2d\uff0c\u6211\u5011\u5c07\u6df1\u5165\u63a2\u8a0e\u6578\u64da\u6e56\u548c\u6578\u64da\u865b\u64ec\u5316\u7684\u6982\u5ff5\uff0c\u6bd4\u8f03\u548c\u5c0d\u6bd4\u5b83\u5011\u7684\u529f\u80fd\u3001\u512a\u52e2\u548c\u7528\u4f8b\uff0c\u4e26\u6839\u64da\u7279\u5b9a\u696d\u52d9\u9700\u6c42\u63d0\u4f9b\u6709\u95dc\u4f55\u6642\u4f7f\u7528\u6bcf\u7a2e\u65b9\u6cd5\u7684\u898b\u89e3\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

\"\"<\/p>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n

1.\u4e86\u89e3\u6578\u64da\u6e56\uff1a<\/strong><\/h2>\n

 <\/p>\n

1.1 <\/strong>\u5b9a\u7fa9\uff1a<\/strong><\/p>\n

–\u00a0 \u6578\u64da\u6e56\u662f\u4e00\u500b\u96c6\u4e2d\u5f0f\u5b58\u5132\u5eab\uff0c\u5b83\u4ee5\u539f\u751f\u683c\u5f0f\u5b58\u5132\u5927\u91cf\u7d50\u69cb\u5316\u3001\u534a\u7d50\u69cb\u5316\u548c\u975e\u7d50\u69cb\u5316\u6578\u64da\uff0c\u800c\u7121\u9700\u9810\u5b9a\u7fa9\u7684\u67b6\u69cb\u6216\u6578\u64da\u6a21\u578b\u3002<\/p>\n

–\u00a0 \u6578\u64da\u6e56\u65e8\u5728\u5bb9\u7d0d\u5404\u7a2e\u6578\u64da\u6e90\uff0c\u5305\u62ec\u65e5\u8a8c\u3001\u611f\u6e2c\u5668\u6578\u64da\u3001\u793e\u4ea4\u5a92\u9ad4\u6e90\u548c\u4e8b\u52d9\u8cc7\u6599\u5eab\uff0c\u4f7f\u7d44\u7e54\u80fd\u5920\u5927\u898f\u6a21\u651d\u53d6\u548c\u5b58\u5132\u6578\u64da\uff0c\u4ee5\u4fbf\u9032\u884c\u4e0b\u6e38\u5206\u6790\u548c\u6578\u64da\u63a2\u7d22\u3002<\/p>\n

 <\/p>\n

1.2<\/strong>\u4e3b\u8981\u7279\u9ede\uff1a<\/strong><\/p>\n

–\u00a0 \u8b80\u53d6\u6642\u6a21\u5f0f\uff1a\u6578\u64da\u6e56\u652f\u63f4\u8b80\u53d6\u6a21\u5f0f\u67b6\u69cb\uff0c\u5141\u8a31\u4ee5\u539f\u59cb\u5f62\u5f0f\u5b58\u5132\u6578\u64da\uff0c\u4e26\u5728\u6aa2\u7d22\u6642\u9032\u884c\u7d50\u69cb\u5316\u8655\u7406\uff0c\u4ee5\u6eff\u8db3\u7279\u5b9a\u7684\u5206\u6790\u8981\u6c42\u3002<\/p>\n

–\u00a0 \u53ef\u64f4\u5145\u6027\uff1a\u6578\u64da\u6e56\u5177\u6709\u9ad8\u5ea6\u7684\u53ef\u64f4\u5145\u6027\uff0c\u53ef\u4ee5\u5bb9\u7d0d PB \u7d1a\u7684\u6578\u64da\uff0c\u4f7f\u5176\u9069\u5408\u5b58\u5132\u548c\u5206\u6790\u5927\u91cf\u4e0d\u540c\u985e\u578b\u7684\u6578\u64da\u3002<\/p>\n

–\u00a0 \u9748\u6d3b\u6027\uff1a\u6578\u64da\u6e56\u5728\u6578\u64da\u651d\u53d6\u548c\u5b58\u5132\u65b9\u9762\u63d0\u4f9b\u4e86\u9748\u6d3b\u6027\uff0c\u4f7f\u7d44\u7e54\u80fd\u5920\u6355\u7372\u548c\u5b58\u5132\u4f86\u81ea\u5404\u7a2e\u4f86\u6e90\u7684\u6578\u64da\uff0c\u800c\u7121\u9700\u9032\u884c\u524d\u671f\u6578\u64da\u8f49\u63db\u6216\u898f\u7bc4\u5316\u3002<\/p>\n

 <\/p>\n

1.3\u00a0 <\/strong>\u6578\u64da\u6e56\u7684\u7528\u4f8b\uff1a<\/strong><\/p>\n

–\u00a0 \u9ede\u64ca\u6d41\u5206\u6790\uff1a\u96fb\u5b50\u5546\u52d9\u516c\u53f8\u4f7f\u7528\u6578\u64da\u6e56\u4f86\u5b58\u5132 Web \u4f3a\u670d\u5668\u65e5\u8a8c\u548c\u4f7f\u7528\u8005\u4ea4\u4e92\u6578\u64da\uff0c\u5f9e\u800c\u80fd\u5920\u5206\u6790\u5ba2\u6236\u884c\u70ba\u548c\u504f\u597d\uff0c\u5f9e\u800c\u9032\u884c\u6709\u91dd\u5c0d\u6027\u7684\u884c\u92b7\u548c\u500b\u4eba\u5316\u63a8\u85a6\u3002<\/p>\n

–\u00a0\u7269\u806f\u7db2\u6578\u64da\u7ba1\u7406\uff1a\u88fd\u9020\u516c\u53f8\u5229\u7528\u6578\u64da\u6e56\u5f9e\u9023\u63a5\u7684\u8a2d\u5099\u548c\u6a5f\u5668\u4e2d\u651d\u53d6\u548c\u5206\u6790\u611f\u6e2c\u5668\u6578\u64da\uff0c\u5f9e\u800c\u5be6\u73fe\u9810\u6e2c\u6027\u7dad\u8b77\u548c\u6d41\u7a0b\u512a\u5316\u3002<\/p>\n

–\u00a0\u6578\u64da\u79d1\u5b78\u548c\u6a5f\u5668\u5b78\u7fd2\uff1a\u6578\u64da\u79d1\u5b78\u5bb6\u4f7f\u7528\u6578\u64da\u6e56\u4f5c\u70ba\u96c6\u4e2d\u5f0f\u5b58\u5132\u5eab\u4f86\u5b58\u5132\u539f\u59cb\u6578\u64da\u548c\u8a13\u7df4\u6578\u64da\u96c6\uff0c\u5f9e\u800c\u4fc3\u9032\u63a2\u7d22\u6027\u5206\u6790\u3001\u7279\u5fb5\u5de5\u7a0b\u548c\u6a21\u578b\u958b\u767c\u3002<\/p>\n

 <\/p>\n

2. \u63a2\u7d22\u8cc7\u6599\u865b\u64ec\u5316\uff1a<\/strong><\/p>\n

 <\/p>\n

<\/strong>2.1 \u5b9a\u7fa9\uff1a<\/strong><\/p>\n

–\u00a0\u6578\u64da\u865b\u64ec\u5316\u662f\u4e00\u7a2e\u6578\u64da\u96c6\u6210\u65b9\u6cd5\uff0c\u5b83\u652f\u63f4\u5c0d\u5206\u6563\u5f0f\u6578\u64da\u6e90\u7684\u7d71\u4e00\u8a2a\u554f\uff0c\u800c\u7121\u9700\u7269\u7406\u79fb\u52d5\u6216\u8907\u88fd\u6578\u64da\u3002<\/p>\n

–\u00a0\u6578\u64da\u865b\u64ec\u5316\u5e73\u81fa\u5275\u5efa\u4e86\u4e00\u500b\u865b\u64ec\u5c64\uff0c\u8a72\u865b\u64ec\u5c64\u5373\u6642\u63d0\u53d6\u548c\u96c6\u6210\u4f86\u81ea\u4e0d\u540c\u4f86\u6e90\u7684\u6578\u64da\uff0c\u70ba\u4f7f\u7528\u8005\u63d0\u4f9b\u6574\u500b\u7d44\u7e54\u7684\u7d71\u4e00\u6578\u64da\u8996\u5716\u3002<\/p>\n

 <\/p>\n

2.2 <\/strong>\u4e3b\u8981\u7279\u9ede\uff1a<\/strong><\/p>\n

–\u00a0\u5be6\u6642\u6578\u64da\u8a2a\u554f\uff1a\u6578\u64da\u865b\u64ec\u5316\u5e73\u81fa\u63d0\u4f9b\u5c0d\u4f86\u81ea\u4e0d\u540c\u4f86\u6e90\uff08\u5305\u62ec\u8cc7\u6599\u5eab\u3001\u96f2\u61c9\u7528\u7a0b\u5f0f\u548c API\uff09\u7684\u6578\u64da\u7684\u5373\u6642\u8a2a\u554f\uff0c\u800c\u7121\u9700\u6578\u64da\u8907\u88fd\u6216\u79fb\u52d5\u3002<\/p>\n

–\u00a0\u6578\u64da\u806f\u5408\uff1a\u6578\u64da\u865b\u64ec\u5316\u901a\u904e\u52d5\u614b\u96c6\u6210\u548c\u7d44\u5408\u4f86\u81ea\u591a\u500b\u4f86\u6e90\u7684\u6578\u64da\u4f86\u5be6\u73fe\u6578\u64da\u806f\u5408\uff0c\u4f7f\u7528\u6236\u80fd\u5920\u7121\u7e2b\u67e5\u8a62\u548c\u5206\u6790\u6578\u64da\u3002<\/p>\n

–\u00a0\u654f\u6377\u6578\u64da\u4ea4\u4ed8\uff1a\u6578\u64da\u865b\u64ec\u5316\u901a\u904e\u63d0\u4f9b\u5c0d\u96c6\u6210\u6578\u64da\u8cc7\u7522\u7684\u81ea\u52a9\u8a2a\u554f\u4f86\u652f\u63f4\u654f\u6377\u6578\u64da\u4ea4\u4ed8\uff0c\u4f7f\u7528\u6236\u80fd\u5920\u4ee5\u9748\u6d3b\u9ad8\u6548\u7684\u65b9\u5f0f\u67e5\u8a62\u548c\u5206\u6790\u6578\u64da\u3002<\/p>\n

 <\/p>\n

2.3 <\/strong>\u8cc7\u6599\u865b\u64ec\u5316\u7684\u7528\u4f8b\uff1a<\/strong><\/p>\n

–\u00a0\u5ba2\u6236 360 \u5ea6\u6aa2\u8996\uff1a\u4f01\u696d\u4f7f\u7528\u6578\u64da\u865b\u64ec\u5316\uff0c\u901a\u904e\u96c6\u6210\u4f86\u81ea CRM \u7cfb\u7d71\u3001\u884c\u92b7\u8cc7\u6599\u5eab\u548c\u5ba2\u6236\u652f\u63f4\u5e73\u81fa\u7684\u8cc7\u8a0a\u4f86\u5275\u5efa\u5ba2\u6236\u6578\u64da\u7684\u7d71\u4e00\u8996\u5716\uff0c\u5f9e\u800c\u5be6\u73fe\u500b\u4eba\u5316\u7684\u5ba2\u6236\u9ad4\u9a57\u548c\u6709\u91dd\u5c0d\u6027\u7684\u71df\u92b7\u6d3b\u52d5\u3002<\/p>\n

–\u00a0 \u6cd5\u898f\u9075\u5f9e\u6027\uff1a\u91d1\u878d\u6a5f\u69cb\u5229\u7528\u6578\u64da\u865b\u64ec\u5316\uff0c\u901a\u904e\u96c6\u6210\u548c\u806f\u5408\u4f86\u81ea\u4e0d\u540c\u7cfb\u7d71\u7684\u6578\u64da\u4f86\u5373\u6642\u751f\u6210\u5408\u4f75\u5831\u544a\u548c\u5be9\u8a08\uff0c\u5f9e\u800c\u5be6\u73fe\u6cd5\u898f\u9075\u5f9e\u6027\u3002<\/p>\n

–\u00a0 \u904b\u71df\u5206\u6790\uff1a\u96f6\u552e\u5546\u4f7f\u7528\u6578\u64da\u865b\u64ec\u5316\u4f86\u96c6\u6210\u4f86\u81ea\u92b7\u552e\u9ede\u7cfb\u7d71\u3001\u5eab\u5b58\u8cc7\u6599\u5eab\u548c\u4f9b\u61c9\u93c8\u7ba1\u7406\u7cfb\u7d71\u7684\u6578\u64da\uff0c\u5f9e\u800c\u5be6\u73fe\u5373\u6642\u5206\u6790\u548c\u6c7a\u7b56\uff0c\u4ee5\u512a\u5316\u5eab\u5b58\u6c34\u6e96\u548c\u7522\u54c1\u4f9b\u61c9\u3002<\/p>\n

 <\/p>\n

3. \u6bd4\u8f03\u8cc7\u6599\u6e56\u548c\u8cc7\u6599\u865b\u64ec\u5316\uff1a<\/strong><\/h2>\n

 <\/p>\n

3.1\u67b6\u69cb\uff1a<\/strong><\/p>\n

–\u00a0 \u6578\u64da\u6e56\uff1a\u6578\u64da\u6e56\u9075\u5faa\u96c6\u4e2d\u5f0f\u5b58\u5132\u5eab\u67b6\u69cb\uff0c\u5176\u4e2d\u6578\u64da\u4ee5\u539f\u59cb\u5f62\u5f0f\u5b58\u5132\uff0c\u4e26\u5728\u6aa2\u7d22\u6642\u6839\u64da\u5206\u6790\u8981\u6c42\u9032\u884c\u7d50\u69cb\u5316\u3002<\/p>\n

–\u00a0 \u6578\u64da\u865b\u64ec\u5316\uff1a\u6578\u64da\u865b\u64ec\u5316\u9075\u5faa\u806f\u5408\u67b6\u69cb\uff0c\u5176\u4e2d\u6578\u64da\u4fdd\u7559\u5728\u5176\u539f\u59cb\u6e90\u7cfb\u7d71\u4e2d\uff0c\u4e26\u5275\u5efa\u4e00\u500b\u865b\u64ec\u5c64\u4ee5\u63d0\u4f9b\u4f86\u81ea\u591a\u500b\u6e90\u7684\u6578\u64da\u7684\u7d71\u4e00\u8a2a\u554f\u548c\u96c6\u6210\u3002<\/p>\n

3.2 <\/strong>\u8cc7\u6599\u5132\u5b58\u548c\u8655\u7406\uff1a<\/strong><\/p>\n

–\u00a0 \u6578\u64da\u6e56\uff1a\u6578\u64da\u6e56\u5c07\u5927\u91cf\u4e0d\u540c\u985e\u578b\u7684\u6578\u64da\u5b58\u5132\u5728\u96c6\u4e2d\u5f0f\u5b58\u5132\u5eab\u4e2d\uff0c\u5f9e\u800c\u5be6\u73fe\u5927\u898f\u6a21\u7684\u6279\u8655\u7406\u548c\u5206\u6790\u3002<\/p>\n

–\u00a0 \u6578\u64da\u865b\u64ec\u5316\uff1a\u6578\u64da\u865b\u64ec\u5316\u5e73\u81fa\u63d0\u4f9b\u5c0d\u5206\u6563\u5f0f\u6578\u64da\u6e90\u6578\u64da\u7684\u5373\u6642\u8a2a\u554f\uff0c\u5141\u8a31\u4f7f\u7528\u8005\u5373\u6642\u67e5\u8a62\u548c\u5206\u6790\u6578\u64da\uff0c\u800c\u7121\u9700\u6578\u64da\u8907\u88fd\u3002<\/p>\n

 <\/p>\n

3.3 <\/strong>\u9748\u6d3b\u6027\u548c\u654f\u6377\u6027\uff1a<\/strong><\/p>\n

–\u00a0 \u6578\u64da\u6e56\uff1a\u6578\u64da\u6e56\u5728\u6578\u64da\u5f15\u5165\u548c\u5b58\u5132\u65b9\u9762\u63d0\u4f9b\u4e86\u9748\u6d3b\u6027\uff0c\u4f7f\u7d44\u7e54\u80fd\u5920\u6355\u7372\u548c\u5b58\u5132\u4f86\u81ea\u5404\u7a2e\u4f86\u6e90\u7684\u539f\u59cb\u6578\u64da\uff0c\u800c\u7121\u9700\u9032\u884c\u524d\u671f\u6578\u64da\u8f49\u63db\u3002<\/p>\n

– \u6578\u64da\u865b\u64ec\u5316\uff1a\u6578\u64da\u865b\u64ec\u5316\u901a\u904e\u63d0\u4f9b\u5c0d\u96c6\u6210\u6578\u64da\u8cc7\u7522\u7684\u81ea\u52a9\u8a2a\u554f\uff0c\u4f7f\u7528\u6236\u80fd\u5920\u4ee5\u9748\u6d3b\u9ad8\u6548\u7684\u65b9\u5f0f\u67e5\u8a62\u548c\u5206\u6790\u6578\u64da\uff0c\u5f9e\u800c\u5be6\u73fe\u654f\u6377\u7684\u6578\u64da\u4ea4\u4ed8\u3002<\/p>\n

 <\/p>\n

\u00a04. <\/strong>\u4f55\u6642\u4f7f\u7528\u6578\u64da\u6e56\u8207\u6578\u64da\u865b\u64ec\u5316\uff1a<\/strong><\/h2>\n

 <\/p>\n

4.1 <\/strong>\u6578\u64da\u6e56\u7684\u7528\u4f8b\uff1a<\/strong><\/p>\n

–\u00a0 \u5728\u8655\u7406\u4f86\u81ea\u4e0d\u540c\u4f86\u6e90\u7684\u5927\u91cf\u539f\u59cb\u6578\u64da\u6642\uff0c\u4f7f\u7528\u6578\u64da\u6e56\uff0c\u9019\u4e9b\u6578\u64da\u9700\u8981\u5b58\u5132\u548c\u6279\u8655\u7406\u624d\u80fd\u9032\u884c\u5206\u6790\u3002<\/p>\n

–\u00a0 \u5c07\u6578\u64da\u6e56\u7528\u65bc\u6578\u64da\u79d1\u5b78\u548c\u6a5f\u5668\u5b78\u7fd2\u8a08\u5283\uff0c\u9019\u4e9b\u8a08\u5283\u9700\u8981\u96c6\u4e2d\u8a2a\u554f\u539f\u59cb\u6578\u64da\u4ee5\u9032\u884c\u63a2\u7d22\u6027\u5206\u6790\u548c\u6a21\u578b\u958b\u767c\u3002<\/p>\n

–\u00a0 \u5c07\u6578\u64da\u6e56\u7528\u65bc\u6578\u64da\u4fdd\u7559\u548c\u6b77\u53f2\u5206\u6790\u81f3\u95dc\u91cd\u8981\u7684\u5834\u666f\uff0c\u4f8b\u5982\u6cd5\u898f\u9075\u5f9e\u6027\u548c\u5b58\u6a94\u6578\u64da\u7684\u9577\u671f\u5b58\u5132\u3002<\/p>\n

 <\/p>\n

4.2 <\/strong>\u8cc7\u6599\u865b\u64ec\u5316\u7684\u7528\u4f8b\uff1a<\/strong><\/p>\n

–\u00a0 \u7576\u9700\u8981\u5373\u6642\u8a2a\u554f\u5206\u6563\u5f0f\u6578\u64da\u6e90\u4ee5\u9032\u884c\u904b\u71df\u5206\u6790\u3001\u5ba2\u6236 360 \u5ea6\u6aa2\u8996\u548c\u6cd5\u898f\u5831\u544a\u6642\uff0c\u8acb\u4f7f\u7528\u6578\u64da\u865b\u64ec\u5316\u3002<\/p>\n

–\u00a0 \u5c07\u6578\u64da\u865b\u64ec\u5316\u7528\u65bc\u6578\u64da\u96c6\u6210\u654f\u6377\u6027\u548c\u9748\u6d3b\u6027\u81f3\u95dc\u91cd\u8981\u7684\u5834\u666f\uff0c\u4f8b\u5982\u654f\u6377\u6578\u64da\u4ea4\u4ed8\u548c\u52d5\u614b\u6578\u64da\u806f\u5408\u3002<\/p>\n

–\u00a0 \u4f7f\u7528\u6578\u64da\u865b\u64ec\u5316\uff0c\u901a\u904e\u63d0\u4f9b\u5c0d\u96c6\u6210\u6578\u64da\u8cc7\u7522\u7684\u5373\u6642\u8a2a\u554f\u4f86\u88dc\u5145\u6578\u64da\u6e56\u8a08\u5283\uff0c\u4ee5\u9032\u884c\u4e92\u52d5\u5f0f\u5206\u6790\u548c\u6c7a\u7b56\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n

\u7d50\u8ad6\uff1a<\/strong><\/h2>\n

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