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\u3000\u3000\u5145\u7535\u8bbe\u5907\u5e94\u5177\u5907\u6570\u636e\u6709\u6548\u6027\u6821\u9a8c\u529f\u80fd\uff0c\u4fdd\u8bc1\u6570\u636e\u7b26\u5408\u7cfb\u7edf\u8bbe\u5b9a\u8981\u6c42\uff0c\u5e76\u4e14\u672a\u7ecf\u6388\u6743\u7684\u4efb\u4f55\u5b9e\u4f53\u4e0d\u80fd\u4ece\u52a0\u5bc6\u5b58\u50a8\u533a\u57df\u7684\u6570\u636e\u4e2d\u8fd8\u539f\u51fa\u7528\u6237\u9690\u79c1\u6570\u636e\u7684\u771f\u5b9e\u5185\u5bb9\u3002\u6b64\u5916\uff0c\u5145\u7535\u7ad9\u8fd0\u8425\u5546\u5fc5\u987b\u4ec5\u6536\u96c6\u3001\u5904\u7406\u548c\u4fdd\u7559\u4e3a\u5411\u6d88\u8d39\u8005\u63d0\u4f9b\u5145\u7535\u670d\u52a1\u800c\u5fc5\u9700\u7684\u4e2a\u4eba\u4fe1\u606f\uff0c\u5e76\u91c7\u53d6\u5408\u7406\u63aa\u65bd\u4fdd\u62a4\u6d88\u8d39\u8005\u6570\u636e\u3002<\/p>\n\n\n\n \u3000\u3000\u627f\u5305\u5546\u5e94\u5236\u5b9a\u4e00\u4efd\u6570\u636e\u7ba1\u7406\u548c\u7f51\u7edc\u5b89\u5168\u8ba1\u5212\uff0c\u5e76\u63d0\u4ea4\u7ed9\u76f8\u5173\u90e8\u95e8\u8fdb\u884c\u5ba1\u6838\u3002\u8be5\u8ba1\u5212\u5e94\u5305\u542b\u5408\u540c\u671f\u95f4\u5185\u5bf9\u7f51\u7edc\u5b89\u5168\u7684\u8bc4\u4f30\u65b9\u5f0f\u3001\u7b2c\u4e09\u65b9\u7f51\u7edc\u5b89\u5168\u6d4b\u8bd5\u7684\u7ed3\u679c\u4ee5\u53ca\u4efb\u4f55\u5b89\u5168\u6f0f\u6d1e\u7684\u901a\u77e5\u534f\u8bae\u3002\u6b64\u5916\uff0c\u7b2c\u4e09\u65b9EVSP\u9700\u8981\u63d0\u4f9b\u4e00\u4efd\u5408\u540c\u7f51\u7edc\u5b89\u5168\u8ba1\u5212\uff0c\u8bc1\u660e\u5176\u7b26\u5408\u76f8\u5173\u6cd5\u89c4\u548c\u8054\u90a6\u7684\u7f51\u7edc\u5b89\u5168\u8981\u6c42\u3002<\/p>\n\n\n\n \u3000\u3000\u7cfb\u7edf\u5e94\u5177\u5907\u5168\u5929\u5019\u7684\u5b9e\u65f6\u76d1\u63a7\u3001\u81ea\u52a8\u5e94\u6025\u54cd\u5e94\u9884\u9632\u3001\u81ea\u52a8\u8865\u4e01\u66f4\u65b0\u3001AI\u98ce\u9669\u5904\u7f6e\u4e0e\u5206\u6790\u7b49\u529f\u80fd\u3002\u8fd9\u6709\u52a9\u4e8e\u53ca\u65f6\u53d1\u73b0\u548c\u5e94\u5bf9\u6f5c\u5728\u7684\u5b89\u5168\u5a01\u80c1\uff0c\u786e\u4fdd\u7cfb\u7edf\u7684\u6301\u7eed\u5b89\u5168\u8fd0\u884c\u3002<\/p>\n\n\n\n \u3000\u3000\u5728\u5145\u7535\u6869\u6570\u636e\u5b58\u50a8\u4e0e\u5206\u6790\u4e2d\uff0c\u4e91\u5e73\u53f0\u76f8\u6bd4\u4f20\u7edf\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u5177\u6709\u591a\u65b9\u9762\u7684\u4f18\u52bf\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5206\u6790\uff1a<\/p>\n\n\n\n \u3000\u3000\u4e91\u5e73\u53f0\u80fd\u591f\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u81ea\u52a8\u6269\u7f29\u5bb9\uff0c\u4f7f\u5b9e\u9645\u8d44\u6e90\u4f7f\u7528\u91cf\u5b9e\u65f6\u5339\u914d\u4e8e\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u907f\u514d\u56e0\u9884\u5148\u90e8\u7f72\u8d44\u6e90\u4e0d\u8db3\u5bfc\u81f4\u7684\u4e1a\u52a1\u5bb9\u91cf\u74f6\u9888\u3002\u8fd9\u79cd\u5f39\u6027\u4f7f\u5f97\u5145\u7535\u6869\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u52a8\u6001\u8c03\u6574\uff0c\u4ece\u800c\u63d0\u9ad8\u8d44\u6e90\u5229\u7528\u7387\u548c\u7cfb\u7edf\u7684\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n \u3000\u3000\u4e91\u5e73\u53f0\u901a\u5e38\u7ef4\u62a4\u591a\u4e2a\u8ba1\u7b97\u548c\u5b58\u50a8\u526f\u672c\uff0c\u5e76\u4e14\u5e95\u5c42\u4e91\u57fa\u7840\u8bbe\u65bd\u8de8\u5730\u57df\u90e8\u7f72\uff0c\u80fd\u591f\u6709\u6548\u5e94\u5bf9\u5355\u4e00\u6570\u636e\u4e2d\u5fc3\u7684\u6781\u7aef\u707e\u96be\u3002\u4f8b\u5982\uff0c\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u7684\u5145\u7535\u57fa\u7840\u8bbe\u65bd\u5927\u6570\u636e\u5206\u6790\u5177\u5907\u81ea\u52a8\u5316\u3001\u514d\u7ef4\u62a4\u3001\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u6548\u7387\u7684\u7279\u70b9\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n \u3000\u3000\u4e91\u5e73\u53f0\u91c7\u7528\u6309\u9700\u8ba1\u8d39\u6a21\u578b\uff0c\u7528\u6237\u4ec5\u9700\u4e3a\u5b9e\u9645\u8d44\u6e90\u4f7f\u7528\u91cf\u4ed8\u8d39\uff0c\u800c\u975e\u4f20\u7edf\u7684\u9884\u7f6e\u6a21\u5f0f\u3002\u8fd9\u5927\u5e45\u964d\u4f4e\u4e86\u4f01\u4e1a\u7684\u524d\u671f\u5efa\u8bbe\u4e0e\u8fd0\u7ef4\u6210\u672c\u3002\u6b64\u5916\uff0c\u4e91\u5e73\u53f0\u8fd8\u63d0\u4f9b\u4e86\u5168\u751f\u547d\u5468\u671f\u7684\u6570\u636e\u5e93\u7ba1\u7406\u670d\u52a1\uff0c\u964d\u4f4e\u7cfb\u7edf\u590d\u6742\u6027\uff0c\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\u3002<\/p>\n\n\n\n \u3000\u3000\u4e91\u5e73\u53f0\u901a\u8fc7\u4e92\u8054\u7f51\u6280\u672f\u5c06\u5145\u7535\u8fd0\u8425\u670d\u52a1\u5e73\u53f0\u8fdb\u884c\u4e91\u5316\u90e8\u7f72\uff0c\u63d0\u4f9b\u573a\u7ad9\u7ba1\u7406\u3001\u5145\u7535\u6869\u914d\u7f6e\u53ca\u8bbe\u5907\u7ba1\u7406\u3001\u5145\u7535\u7ad9\u4e1a\u52a1\u8fd0\u8425\u5206\u6790\u7b49\u529f\u80fd\uff0c\u4ece\u800c\u63d0\u5347\u5145\u7535\u6869\u7684\u6574\u4f53\u5229\u7528\u7387\u3002\u4f8b\u5982\uff0cEMQ\u91c7\u7528\u524d\u540e\u7aef\u5206\u79bb\u3001\u5168\u5f02\u6b65\u3001\u5206\u5e03\u5f0f\u96c6\u7fa4\u67b6\u6784\uff0c\u5229\u7528\u5145\u7535\u6869\u300c\u6570\u636e\u5165\u53e3\u300d\u7684\u7279\u8d28\uff0c\u6784\u5efa\u5145\u7535\u7f51\u3001\u8f66\u8054\u7f51\u3001\u4e92\u8054\u7f51\u4e09\u8005\u8d2f\u901a\u7684\u4e91\u5e73\u53f0\u3002<\/p>\n\n\n\n \u3000\u3000\u4e91\u5e73\u53f0\u652f\u6301\u5927\u6570\u636e\u7684\u4fe1\u606f\u6316\u6398\u4e0e\u667a\u80fd\u9884\u6d4b\uff0c\u53ef\u4ee5\u5bf9\u5145\u7535\u8bbe\u65bd\u8fdb\u884c\u7cbe\u51c6\u8c03\u5ea6\u548c\u6545\u969c\u8bca\u65ad\uff0c\u5b9e\u73b0\u4ece\u8fdc\u7a0b\u6545\u969c\u8bca\u65ad\u5230\u7ebf\u4e0b\u540c\u6b65\u7ef4\u62a4\u3002\u4f8b\u5982\uff0c\u5229\u7528 Amazon EMR \u5927\u6570\u636e\u5e73\u53f0\u5b58\u50a8\u548c\u6e05\u6d17\u6570\u636e\uff0c\u901a\u8fc7\u805a\u5408\u67e5\u8be2 S3 \u4e2d\u5b58\u50a8\u7684 csv \u6587\u4ef6\uff0c\u7ed3\u5408 BI \u5de5\u5177\u8fdb\u884c\u53ef\u89c6\u5316\u67e5\u8be2\u548c\u5206\u6790\u3002<\/p>\n\n\n\n \u3000\u3000\u4e91\u5e73\u53f0\u5177\u5907\u5b89\u5168\u5408\u89c4\u7684\u7279\u70b9\uff0c\u65e0\u5168\u7403IoT\u5b89\u5168\u5408\u89c4\u9690\u60a3\uff0c\u5e76\u4e14\u4f01\u4e1a\u638c\u63a7\u5e73\u53f0\u6570\u636e\u6240\u6709\u6743\u4e0e\u63a7\u5236\u6743\u3002\u7cfb\u7edf\u5b89\u5168\u6027\u6d89\u53ca\u4e0a\u4f20\u5145\u7535\u6869\u4fe1\u606f\u3001\u7535\u52a8\u6c7d\u8f66\u4fe1\u606f\u3001\u7528\u6237\u4fe1\u606f\u7b49\u6570\u636e\uff0c\u91c7\u7528MD5\u548c\u5341\u516d\u8fdb\u5236\u52a0\u5bc6\u4f20\u8f93\u5bc6\u7801\u6570\u636e\uff0c\u786e\u4fdd\u6570\u636e\u4f20\u8f93\u7684\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n \u3000\u3000\u4e91\u5e73\u53f0\u5728\u5145\u7535\u6869\u6570\u636e\u5b58\u50a8\u4e0e\u5206\u6790\u4e2d\u76f8\u8f83\u4e8e\u4f20\u7edf\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u5177\u6709\u663e\u8457\u7684\u4f18\u52bf\uff0c\u5305\u62ec\u5f39\u6027\u6269\u5c55\u3001\u9ad8\u53ef\u7528\u6027\u3001\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u7684\u6570\u636e\u63a5\u5165\u4e0e\u5904\u7406\u80fd\u529b\u3001\u667a\u80fd\u8fd0\u7ef4\u4e0e\u6570\u636e\u5206\u6790\u4ee5\u53ca\u5b89\u5168\u5408\u89c4\u7b49\u65b9\u9762\u3002<\/p>\n\n\n\n \u3000\u3000\u5145\u7535\u6869\u8fdc\u7a0b\u76d1\u63a7\u548c\u63a7\u5236\u7cfb\u7edf\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd\uff1a<\/p>\n\n\n\n \u3000\u3000\u8fd9\u4e9b\u7cfb\u7edf\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u63d0\u9ad8\u7528\u6237\u4f53\u9a8c\uff1a<\/p>\n\n\n\n \u3000\u3000\u5145\u7535\u6869\u6570\u636e\u65e0\u7ebf …<\/p>\n\n
\u3000\u3000\u4e00\u3001 \u5145\u7535\u6869\u6570\u636e\u65e0\u7ebf\u91c7\u96c6\u4e2d\uff0c\u54ea\u4e9b\u4f20\u611f\u5668\u6280\u672f\u6700\u9002\u5408\u76d1\u6d4b\u7535\u6d41\u3001\u7535\u538b\u548c\u6e29\u5ea6\u7b49\u5173\u952e\u53c2\u6570?<\/h2>\n\n\n\n
\u3000\u30001. \u7535\u6d41\u4f20\u611f\u5668<\/strong>\uff1a<\/h3>\n\n\n\n
\n
\u3000\u30002. \u7535\u538b\u4f20\u611f\u5668<\/strong>\uff1a<\/h3>\n\n\n\n
\n
\u3000\u30003. \u6e29\u5ea6\u4f20\u611f\u5668<\/strong>\uff1a<\/h3>\n\n\n\n
\n
\u3000\u3000\u4e8c\u3001 \u5728\u5145\u7535\u6869\u6570\u636e\u65e0\u7ebf\u4f20\u8f93\u6280\u672f\u4e2d\uff0cGPRS\u30013G\/4G\u548cLoRa\u5404\u81ea\u7684\u4f18\u52bf\u548c\u5c40\u9650\u6027\u662f\u4ec0\u4e48?<\/h2>\n\n\n\n
\u3000\u30001. GPRS(\u901a\u7528\u6570\u636e\u5305\u65e0\u7ebf\u670d\u52a1)<\/h3>\n\n\n\n
\u3000\u30002. 3G\/4G(\u7b2c\u4e09\u4ee3\u548c\u7b2c\u56db\u4ee3\u79fb\u52a8\u901a\u4fe1\u6280\u672f)<\/h3>\n\n\n\n
\u3000\u30003. LoRa(\u4f4e\u529f\u8017\u5e7f\u57df\u7f51)<\/h3>\n\n\n\n
\u3000\u3000\u4e09\u3001 \u5982\u4f55\u786e\u4fdd\u5145\u7535\u6869\u6570\u636e\u65e0\u7ebf\u91c7\u96c6\u7cfb\u7edf\u7684\u7f51\u7edc\u5b89\u5168\u6027\u548c\u6570\u636e\u900f\u660e\u6027?<\/h2>\n\n\n\n
\u3000\u3000\u56db\u3001 \u5145\u7535\u6869\u6570\u636e\u5b58\u50a8\u4e0e\u5206\u6790\u4e2d\uff0c\u4e91\u5e73\u53f0\u76f8\u6bd4\u4f20\u7edf\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u6709\u54ea\u4e9b\u4f18\u52bf?<\/h2>\n\n\n\n
\u3000\u3000\u4e94\u3001 \u5145\u7535\u6869\u8fdc\u7a0b\u76d1\u63a7\u548c\u63a7\u5236\u7cfb\u7edf\u7684\u5b9e\u73b0\u65b9\u5f0f\u6709\u54ea\u4e9b<\/h2>\n\n\n\n
\n
\n