{"id":890,"date":"2026-01-19T22:07:14","date_gmt":"2026-01-19T14:07:14","guid":{"rendered":"https:\/\/www.ndnlab.com\/?p=890"},"modified":"2026-01-19T22:07:16","modified_gmt":"2026-01-19T14:07:16","slug":"edge-computing-driven-internet-of-things-a-survey","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=890","title":{"rendered":"Edge-computing-driven Internet of Things: A Survey"},"content":{"rendered":"\n

Source: https:\/\/dl.acm.org\/doi\/10.1145\/3555308<\/a>
\u7269\u8054\u7f51<\/a> BIT-NetLab \u53d1\u5e03\u4e8e ACM Computing Surveys, Volume 55, Issue 8 (August 2023)<\/p>\n\n\n\n

Kong L, Tan J, Huang J, et al. Edge-computing-driven Internet of Things: A Survey[J]. ACM Computing Surveys, 2022, 55(8): 1-41.<\/p>\n\n\n\n

\u968f\u7740\u7269\u8054\u7f51\u8bbe\u5907\u6570\u91cf\u9884\u8ba1\u57282025\u5e74\u7a81\u7834500\u4ebf\uff0c\u4f20\u7edf\u7684\u4e91\u8ba1\u7b97\u67b6\u6784\u6b63\u9762\u4e34\u524d\u6240\u672a\u6709\u7684\u6311\u6218\u2014\u2014\u9ad8\u5ef6\u8fdf\u3001\u5e26\u5bbd\u74f6\u9888\u4ee5\u53ca\u9690\u79c1\u5b89\u5168\u95ee\u9898\u3002\u8fb9\u7f18\u8ba1\u7b97\u9a71\u52a8\u7684\u7269\u8054\u7f51\uff08ECDriven-IoT\uff09<\/strong> \u4f5c\u4e3a\u4e00\u79cd\u65b0\u5174\u8303\u5f0f\uff0c\u5c06\u6570\u636e\u5904\u7406\u4ece\u8fdc\u7a0b\u4e91\u7aef\u8fc1\u79fb\u81f3\u7f51\u7edc\u8fb9\u7f18\uff0c\u4e3a\u6784\u5efa\u53ef\u6269\u5c55\u3001\u4f4e\u5ef6\u8fdf\u7684\u7269\u8054\u7f51\u7cfb\u7edf\u63d0\u4f9b\u4e86\u5168\u65b0\u601d\u8def\u3002\u672c\u6587\u53d1\u8868\u4e8e ACM Computing Surveys\uff0c\u7cfb\u7edf\u6027\u5730\u68b3\u7406\u4e86\u8fd9\u4e00\u4ea4\u53c9\u9886\u57df\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u4e3a\u7814\u7a76\u8005\u63d0\u4f9b\u4e86\u4e00\u5e45\u5b8c\u6574\u7684\u6280\u672f\u56fe\u666f\u3002<\/p>\n\n\n\n

\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u52a8\u673a\uff1a\u4e3a\u4f55\u8fb9\u7f18\u8ba1\u7b97\u662f\u7269\u8054\u7f51\u7684\u5fc5\u7136\u9009\u62e9\uff1f<\/h2>\n\n\n\n

\u4f20\u7edf\u4e91\u8ba1\u7b97\u6a21\u5f0f\u4e0b\uff0c\u7269\u8054\u7f51\u6570\u636e\u9700\u8981\u4f20\u8f93\u5230\u8fdc\u7a0b\u6570\u636e\u4e2d\u5fc3\u8fdb\u884c\u5904\u7406\uff0c\u8fd9\u5e26\u6765\u4e86\u4e09\u4e2a\u6838\u5fc3\u95ee\u9898\uff1a\u9ad8\u7f51\u7edc\u5ef6\u8fdf<\/strong>\u65e0\u6cd5\u6ee1\u8db3VR\/AR\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u5b9e\u65f6\u5e94\u7528\u9700\u6c42\uff1b\u5e26\u5bbd\u538b\u529b<\/strong>\u968f\u7740\u8bbe\u5907\u89c4\u6a21\u589e\u957f\u800c\u6025\u5267\u6076\u5316\uff1b\u9690\u79c1\u98ce\u9669<\/strong>\u56e0\u654f\u611f\u6570\u636e\u8fdc\u7a0b\u4f20\u8f93\u800c\u52a0\u5267\u3002<\/p>\n\n\n\n

\u8fb9\u7f18\u8ba1\u7b97\u901a\u8fc7\u5c06\u8ba1\u7b97\u80fd\u529b\u90e8\u7f72\u5728\u9760\u8fd1\u6570\u636e\u6e90\u7684\u4f4d\u7f6e\uff0c\u80fd\u591f\u6709\u6548\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\u3002\u8bba\u6587\u6307\u51fa\uff0cECDriven-IoT\u53ef\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u53d7\u76ca\uff1a\uff081\uff09\u5b9e\u65f6\u54cd\u5e94\u4e0e\u9ad8QoS<\/strong>\uff1a\u8fb9\u7f18\u670d\u52a1\u5668\u5730\u7406\u4f4d\u7f6e\u66f4\u8fd1\uff0c\u7f51\u7edc\u5ef6\u8fdf\u66f4\u4f4e\uff1b\uff082\uff09\u4f4e\u80fd\u8017<\/strong>\uff1aIoT\u8282\u70b9\u4ec5\u9700\u5c06\u6570\u636e\u53d1\u9001\u81f3\u672c\u5730\u8fb9\u7f18\u670d\u52a1\u5668\uff0c\u663e\u8457\u964d\u4f4e\u4f20\u8f93\u80fd\u8017\uff1b\uff083\uff09\u9ad8\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u8fb9\u7f18\u670d\u52a1\u5668\u4ee5\u5206\u5e03\u5f0f\u65b9\u5f0f\u63d0\u4f9b\u8ba1\u7b97\u8d44\u6e90\uff0c\u907f\u514d\u4e91\u7aef\u6210\u4e3a\u74f6\u9888\u3002<\/p>\n\n\n\n

\"Edge-computing-driven<\/figure>\n\n\n\n

\u56fe\u4e00\u3001ECDriven-IoT\u5206\u7c7b\u4f53\u7cfb<\/p>\n\n\n\n

\u4e8c\u3001\u6838\u5fc3\u6311\u6218\uff1a\u8fb9\u7f18\u8ba1\u7b97\u9047\u89c1\u7269\u8054\u7f51\u7684\u4e09\u5927\u96be\u9898<\/h2>\n\n\n\n

\u8bba\u6587\u6df1\u523b\u5256\u6790\u4e86ECDriven-IoT\u9762\u4e34\u7684\u4e09\u5927\u65b0\u6311\u6218\uff1a<\/p>\n\n\n\n

\u6311\u6218\u4e00\uff1a\u5f02\u6784\u6027\u95ee\u9898\u3002<\/strong> \u7269\u8054\u7f51\u8bbe\u5907\u79cd\u7c7b\u7e41\u591a\uff0c\u901a\u4fe1\u534f\u8bae\u5404\u5f02\uff1b\u8fb9\u7f18\u8282\u70b9\u7684\u90e8\u7f72\u67b6\u6784\u4e5f\u56e0\u573a\u666f\u4e0d\u540c\u800c\u5dee\u5f02\u5de8\u5927\u3002\u5982\u4f55\u7edf\u4e00\u8fd9\u79cd\u591a\u6837\u6027\uff0c\u5efa\u7acb\u884c\u4e1a\u6807\u51c6\uff0c\u662f\u9996\u8981\u96be\u9898\u3002<\/p>\n\n\n\n

\u6311\u6218\u4e8c\uff1a\u901a\u4fe1\u4e0e\u8ba1\u7b97\u7684\u534f\u8c03\u3002<\/strong> \u8fb9\u7f18\u8ba1\u7b97\u5f15\u5165\u540e\uff0c\u7cfb\u7edf\u590d\u6742\u5ea6\u663e\u8457\u589e\u52a0\u3002IoT\u8bbe\u5907\u4e0e\u8fb9\u7f18\u8282\u70b9\u4e4b\u95f4\u7684\u901a\u4fe1\u5e26\u6765\u989d\u5916\u5f00\u9500\uff0c\u800c\u4e24\u8005\u7684\u8ba1\u7b97\u80fd\u529b\u548c\u529f\u8017\u90fd\u53d7\u5230\u4e25\u683c\u9650\u5236\u3002\u5982\u4f55\u5728\u901a\u4fe1\u6210\u672c\u4e0e\u8ba1\u7b97\u6548\u7387\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff0c\u9700\u8981\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u4efb\u52a1\u5378\u8f7d\u7b56\u7565\u3002<\/p>\n\n\n\n

\u6311\u6218\u4e09\uff1a\u5b89\u5168\u4e0e\u9690\u79c1\u95ee\u9898\u3002<\/strong> ECDriven-IoT\u7684\u5f02\u6784\u6027\u548c\u6709\u9650\u8ba1\u7b97\u80fd\u529b\u4f7f\u5f97\u5b89\u5168\u95ee\u9898\u66f4\u52a0\u68d8\u624b\u3002IoT\u8bbe\u5907\u548c\u8fb9\u7f18\u670d\u52a1\u5668\u90fd\u5bb9\u6613\u53d7\u5230\u5404\u79cd\u653b\u51fb\uff0c\u4e00\u65e6\u4efb\u4f55\u4e00\u70b9\u88ab\u653b\u7834\uff0c\u6574\u4e2a\u7cfb\u7edf\u90fd\u5c06\u9762\u4e34\u98ce\u9669\u3002<\/p>\n\n\n\n

\"Edge-computing-driven<\/figure>\n\n\n\n

\u56fe\u4e8c\u3001ECDriven-IoT\u6a21\u578b\u67b6\u6784<\/p>\n\n\n\n

\u4e09\u3001\u516d\u5c42\u5206\u7c7b\u4f53\u7cfb\uff1a\u4ece\u5e95\u5c42\u5230\u5e94\u7528\u7684\u5168\u6808\u89c6\u89d2<\/h2>\n\n\n\n

\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u7cfb\u7edf\u6027\u7684\u516d\u5c42\u5206\u7c7b\u4f53\u7cfb\uff0c\u81ea\u5e95\u5411\u4e0a\u8986\u76d6ECDriven-IoT\u7684\u5404\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n

\u7b2c\u4e00\u5c42\uff1a\u786c\u4ef6\u67b6\u6784\u5c42\u3002<\/strong> \u5305\u62ec\u901a\u7528\u786c\u4ef6\u67b6\u6784\u3001\u8f6f\u4ef6\u5b9a\u4e49\u67b6\u6784\u548c\u6df7\u5408\u67b6\u6784\u3002\u8bba\u6587\u8be6\u7ec6\u4ecb\u7ecd\u4e86EdgeX Foundry\u7b49\u5f00\u6e90\u6846\u67b6\uff0c\u4ee5\u53caSDN\/NFV\u6280\u672f\u5728\u8fb9\u7f18\u7f51\u7edc\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n

\u7b2c\u4e8c\u5c42\uff1a\u64cd\u4f5c\u7cfb\u7edf\u5c42\u3002<\/strong> \u6bd4\u8f83\u4e86Contiki\u3001TinyOS\u3001LiteOS\u3001RETOS\u3001RIOT\u7b49\u4e3b\u6d41IoT\u64cd\u4f5c\u7cfb\u7edf\u5728\u67b6\u6784\u8bbe\u8ba1\u3001\u5b9e\u65f6\u8c03\u5ea6\u3001\u7f51\u7edc\u6808\u548c\u529f\u8017\u7ba1\u7406\u65b9\u9762\u7684\u7279\u70b9\u3002\u8bba\u6587\u6307\u51fa\uff0cRIOT\u91c7\u7528\u5fae\u5185\u6838\u67b6\u6784\uff0c\u652f\u6301\u8f6f\u5b9e\u65f6\u80fd\u529b\uff0c\u662fECDriven-IoT\u7684\u7406\u60f3\u9009\u62e9\u4e4b\u4e00\u3002<\/p>\n\n\n\n

\u7b2c\u4e09\u5c42\uff1a\u901a\u4fe1\u534f\u8bae\u5c42\u3002<\/strong> \u7cfb\u7edf\u68b3\u7406\u4e86\u77ed\u8ddd\u79bb\uff08Wi-Fi\u3001\u84dd\u7259\u3001ZigBee\u3001UWB\u30016LoWPAN\uff09\u548c\u957f\u8ddd\u79bb\uff08NB-IoT\u3001LoRaWAN\u30015G\uff09\u901a\u4fe1\u534f\u8bae\u7684\u7279\u6027\u3002\u7279\u522b\u503c\u5f97\u5173\u6ce8\u7684\u662f\u8de8\u6280\u672f\u901a\u4fe1\uff08CTC\uff09<\/strong> \u7684\u5174\u8d77\uff0c\u5982ZiFi\u548cFreeBee\u7b49\u65b9\u6848\uff0c\u53ef\u5b9e\u73b0\u4e0d\u540c\u65e0\u7ebf\u6280\u672f\u4e4b\u95f4\u7684\u76f4\u63a5\u901a\u4fe1\u3002<\/p>\n\n\n\n

\u7b2c\u56db\u5c42\uff1a\u8ba1\u7b97\u5c42\u3002<\/strong> \u6db5\u76d6\u8ba1\u7b97\u5378\u8f7d\u3001\u5206\u5e03\u5f0f\u8ba1\u7b97\u3001\u7f13\u5b58\u7b56\u7565\u4ee5\u53caSDN\/NFV\u6280\u672f\u3002\u8bba\u6587\u8be6\u7ec6\u8ba8\u8bba\u4e86\u57fa\u4e8e\u535a\u5f08\u8bba\u7684\u8ba1\u7b97\u5378\u8f7d\u51b3\u7b56\u3001\u80fd\u91cf\u91c7\u96c6\u8bbe\u5907\u7684\u7eff\u8272\u8fb9\u7f18\u8ba1\u7b97\u7b56\u7565\u7b49\u524d\u6cbf\u7814\u7a76\u3002<\/p>\n\n\n\n

\u7b2c\u4e94\u5c42\uff1a\u5b89\u5168\u4e0e\u9690\u79c1\u5c42\u3002<\/strong> \u5168\u9762\u5206\u6790\u4e86DDoS\u653b\u51fb\u3001\u7a83\u542c\u3001\u5e72\u6270\u653b\u51fb\u3001\u6076\u610f\u6ce8\u5165\u3001\u672a\u6388\u6743\u8bbf\u95ee\u3001\u9690\u79c1\u6cc4\u9732\u7b49\u5a01\u80c1\u7c7b\u578b\uff0c\u5e76\u603b\u7ed3\u4e86\u52a0\u5bc6\u65b9\u6848\u3001\u5b89\u5168\u6570\u636e\u805a\u5408\u3001\u533a\u5757\u94fe\u6280\u672f\u3001\u53ef\u4fe1\u6267\u884c\u73af\u5883\uff08TEE\uff09\u3001\u5165\u4fb5\u68c0\u6d4b\u7cfb\u7edf\u7b49\u5bf9\u7b56\u3002<\/p>\n\n\n\n

\u7b2c\u516d\u5c42\uff1a\u5e94\u7528\u5c42\u3002<\/strong> \u4ecb\u7ecd\u4e86\u667a\u80fd\u5bb6\u5c45\/\u57ce\u5e02\u3001\u667a\u6167\u533b\u7597\u3001\u79fb\u52a8VR\/AR\u3001\u5de5\u4e1a\u7269\u8054\u7f51\u7b49\u5178\u578b\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

\"Edge-computing-driven<\/figure>\n\n\n\n

\u56fe\u4e09\u3001\u5b89\u5168\u4e0e\u9690\u79c1\u5a01\u80c1\u53ca\u89e3\u51b3\u65b9\u6848<\/p>\n\n\n\n

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\u8bba\u6587\u603b\u7ed3\u4e86\u56db\u6761\u5173\u952e\u7ecf\u9a8c\uff1a<\/p>\n\n\n\n

    \n
  1. \u7edf\u4e00\u67b6\u6784\u4e0e\u6807\u51c6\u7684\u8feb\u5207\u9700\u6c42\u3002<\/strong> \u5f53\u524d\u7814\u7a76\u788e\u7247\u5316\u4e25\u91cd\uff0c\u7f3a\u4e4f\u7edf\u4e00\u7684\u6d4b\u91cf\u6807\u51c6\u548c\u63a5\u53e3\u89c4\u8303\uff0c\u4e25\u91cd\u963b\u788d\u4e86ECDriven-IoT\u7684\u89c4\u6a21\u5316\u90e8\u7f72\u3002<\/li>\n\n\n\n
  2. \u9ad8\u6548\u7684\u901a\u4fe1\u4e0e\u8ba1\u7b97\u534f\u8c03\u3002<\/strong> \u8de8\u6280\u672f\u901a\u4fe1\uff08CTC\uff09\u867d\u7136\u524d\u666f\u5e7f\u9614\uff0c\u4f46\u76ee\u524d\u4ec5\u9650\u4e8e\u4e24\u5230\u4e09\u79cd\u6280\u672f\u4e4b\u95f4\u7684\u901a\u4fe1\uff0c\u4ecd\u9700\u8fdb\u4e00\u6b65\u63a2\u7d22\u3002<\/li>\n\n\n\n
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  4. \u573a\u666f\u9a71\u52a8\u7684\u5dee\u5f02\u5316\u8bbe\u8ba1\u3002<\/strong> \u5b9e\u65f6\u5e94\u7528\u66f4\u5173\u6ce8\u8ba1\u7b97\u548c\u901a\u4fe1\u590d\u6742\u5ea6\uff0c\u800c\u957f\u5bff\u547d\u5e94\u7528\u66f4\u5173\u6ce8\u529f\u8017\uff0c\u7cfb\u7edf\u8bbe\u8ba1\u9700\u8981\u6839\u636e\u5177\u4f53\u573a\u666f\u8fdb\u884c\u6743\u8861\u3002<\/li>\n<\/ol>\n\n\n\n

    \u672a\u6765\u7814\u7a76\u65b9\u5411\u5305\u62ec\uff1a\u5f02\u6784\u5e73\u53f0\u7684\u7edf\u4e00\u7ba1\u7406\u3001\u52a8\u6001\u4efb\u52a1\u5206\u914d\u7b56\u7565\u3001\u6570\u636e\u62bd\u8c61\u5c42\u8bbe\u8ba1\u3001\u8fb9\u7f18\u8282\u70b9\u5b89\u5168\u4ee5\u53ca\u5f00\u53d1\u5de5\u5177\u94fe\u7684\u5b8c\u5584\u3002<\/p>\n\n\n\n

    \"Edge-computing-driven<\/figure>\n\n\n\n

    \u56fe\u56db\u3001ECDriven-IoT\u5e94\u7528\u573a\u666f<\/p>\n\n\n\n

    \u4e94\u3001\u603b\u7ed3<\/h2>\n\n\n\n

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    \u968f\u77405G\/6G\u548cAI\u6280\u672f\u7684\u53d1\u5c55\uff0cECDriven-IoT\u6709\u671b\u5728\u667a\u6167\u57ce\u5e02\u3001\u5de5\u4e1a4.0\u3001\u5143\u5b87\u5b99\u7b49\u9886\u57df\u53d1\u6325\u66f4\u5927\u4f5c\u7528\u3002\u5982\u4f55\u5728\u4fdd\u8bc1\u5b9e\u65f6\u6027\u3001\u5b89\u5168\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u6d77\u91cf\u5f02\u6784\u8bbe\u5907\u7684\u9ad8\u6548\u534f\u540c\uff0c\u5c06\u662f\u672a\u6765\u6301\u7eed\u5173\u6ce8\u7684\u7126\u70b9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    Source: https:\/\/dl.acm.org\/doi\/10.1145\/3555308\u7269\u8054\u7f51 BIT-NetLab \u53d1\u5e03\u4e8e ACM Computing Surveys, Volume 55, Issue 8 (August 2023) Kong L, Tan J, Huang J, et al. Edge-computing-driven Internet of Things: A Survey[J]. ACM Computing Surveys, 2022, 55(8 … \u7ee7\u7eed\u9605\u8bfb →<\/span><\/a><\/p>\n","protected":false},"author":6,"featured_media":894,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-890","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/890","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=890"}],"version-history":[{"count":1,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/890\/revisions"}],"predecessor-version":[{"id":895,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/890\/revisions\/895"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/media\/894"}],"wp:attachment":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=890"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=890"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=890"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}