{"id":100567,"date":"2025-01-16T17:19:06","date_gmt":"2025-01-16T09:19:06","guid":{"rendered":"https:\/\/www.techphant.cn\/?p=100567"},"modified":"2025-01-16T17:19:10","modified_gmt":"2025-01-16T09:19:10","slug":"znywptkysxdgnynx","status":"publish","type":"post","link":"https:\/\/www.techphant.cn\/blog\/100567.html","title":{"rendered":"\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u53ef\u4ee5\u5b9e\u73b0\u7684\u529f\u80fd\u6709\u54ea\u4e9b"},"content":{"rendered":"\n<p>\u3000\u3000<strong>\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0<\/strong>\u53ef\u4ee5\u5b9e\u73b0\u7684\u529f\u80fd\u975e\u5e38\u5e7f\u6cdb\uff0c\u6db5\u76d6\u4e86\u591a\u4e2a\u9886\u57df\u548c\u5e94\u7528\u573a\u666f\u3002\u4ee5\u4e0b\u662f\u57fa\u4e8e\u6211\u641c\u7d22\u5230\u7684\u8d44\u6599\u603b\u7ed3\u51fa\u7684\u4e3b\u8981\u529f\u80fd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3000\u3000<strong>\u5b9e\u65f6\u76d1\u63a7\u4e0e\u544a\u8b66<\/strong>\uff1a\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u80fd\u591f\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\u72b6\u6001\uff0c\u5305\u62ec\u670d\u52a1\u5668\u3001\u7f51\u7edc\u3001\u5b58\u50a8\u8bbe\u5907\u7b49\u8fd0\u884c\u60c5\u51b5\uff0c\u5e76\u53ca\u65f6\u53d1\u73b0\u5e76\u5904\u7406\u6545\u969c\uff0c\u51cf\u5c11\u4e1a\u52a1\u635f\u5931\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u81ea\u52a8\u5316\u8fd0\u7ef4<\/strong>\uff1a\u901a\u8fc7\u81ea\u52a8\u5316\u811a\u672c\u548c\u5de5\u5177\uff0c\u5b9e\u73b0\u7cfb\u7edf\u81ea\u52a8\u90e8\u7f72\u3001\u914d\u7f6e\u3001\u5347\u7ea7\u3001\u5907\u4efd\u548c\u6062\u590d\uff0c\u63d0\u9ad8\u8fd0\u7ef4\u6548\u7387\uff0c\u964d\u4f4e\u4eba\u5de5\u6210\u672c\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u6545\u969c\u8bca\u65ad\u4e0e\u9884\u6d4b<\/strong>\uff1a\u5229\u7528\u5927\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5bf9\u7cfb\u7edf\u6f5c\u5728\u98ce\u9669\u8fdb\u884c\u9884\u6d4b\uff0c\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\uff0c\u5e76\u63d0\u4f9b\u667a\u80fd\u51b3\u7b56\u652f\u6301\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u8d44\u4ea7\u7ba1\u7406<\/strong>\uff1a\u5168\u9762\u7ba1\u7406IT\u8d44\u4ea7\uff0c\u5305\u62ec\u8bbe\u5907\u4fe1\u606f\u3001\u914d\u7f6e\u3001\u8f6f\u4ef6\u548c\u5e94\u7528\u7b49\uff0c\u786e\u4fdd\u8d44\u4ea7\u7684\u9ad8\u6548\u5229\u7528\u548c\u7ba1\u7406\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u6570\u636e\u5206\u6790\u4e0e\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u5927\u6570\u636e\u5206\u6790\uff0c\u63a2\u6d4b\u6f5c\u5728\u7684\u98ce\u9669\u548c\u673a\u4f1a\uff0c\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u63d0\u5347\u4e1a\u52a1\u8868\u73b0\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u53ef\u89c6\u5316\u5c55\u793a<\/strong>\uff1a\u63d0\u4f9b\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7406\u89e3\u7cfb\u7edf\u72b6\u6001\u548c\u8fd0\u7ef4\u6570\u636e\uff0c\u4ece\u800c\u505a\u51fa\u66f4\u7cbe\u51c6\u7684\u51b3\u7b56\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u5b89\u5168\u9632\u62a4<\/strong>\uff1a\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u8fd8\u5177\u5907\u5f3a\u5927\u7684\u5b89\u5168\u9632\u62a4\u80fd\u529b\uff0c\u4fdd\u969c\u7cfb\u7edf\u7684\u7a33\u5b9a\u548c\u5b89\u5168\u8fd0\u884c\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u8d44\u6e90\u8c03\u5ea6\u4e0e\u5f39\u6027\u4f38\u7f29<\/strong>\uff1a\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u5206\u914d\uff0c\u786e\u4fdd\u7cfb\u7edf\u5728\u4e0d\u540c\u8d1f\u8f7d\u4e0b\u7684\u9ad8\u6548\u8fd0\u884c\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u77e5\u8bc6\u5e93\u4e0e\u667a\u80fd\u51b3\u7b56\u652f\u6301<\/strong>\uff1a\u901a\u8fc7\u96c6\u6210\u7684\u77e5\u8bc6\u5e93\u548c\u667a\u80fd\u51b3\u7b56\u652f\u6301\u6a21\u5757\uff0c\u4e3a\u8fd0\u7ef4\u4eba\u5458\u63d0\u4f9b\u5b9e\u65f6\u7684\u51b3\u7b56\u5efa\u8bae\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u8de8\u5e73\u53f0\u6574\u5408\u4e0e\u5f00\u653e\u63a5\u53e3<\/strong>\uff1a\u652f\u6301\u8de8\u4e91\u8de8\u5e73\u53f0\u7684\u6574\u5408\uff0c\u5e76\u63d0\u4f9b\u5f00\u653e\u7684API\u4e0e\u63d2\u4ef6\u4f53\u7cfb\uff0c\u65b9\u4fbf\u4e0e\u5176\u4ed6\u7cfb\u7edf\u96c6\u6210\u3002<\/li>\n\n\n\n<li>\u3000\u3000<strong>\u6570\u5b57\u5b6a\u751f\u6280\u672f\u5e94\u7528<\/strong>\uff1a\u5728\u67d0\u4e9b\u9886\u57df\uff0c\u5982\u5efa\u7b51\u6216\u5de5\u4e1a\u8bbe\u5907\u7ba1\u7406\u4e2d\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u8fd8\u7ed3\u5408\u4e86\u6570\u5b57\u5b6a\u751f\u6280\u672f\uff0c\u901a\u8fc7\u865a\u62df\u6a21\u578b\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u76d1\u63a7\u548c\u9884\u6d4b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u901a\u8fc7\u96c6\u6210\u591a\u79cd\u5148\u8fdb\u6280\u672f\uff0c\u5982\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u3001\u7269\u8054\u7f51\u7b49\uff0c\u5b9e\u73b0\u4e86\u4ece\u57fa\u7840\u76d1\u63a7\u5230\u9ad8\u7ea7\u5206\u6790\u9884\u6d4b\u7684\u4e00\u7cfb\u5217\u529f\u80fd\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u4f01\u4e1a\u7684\u8fd0\u7ef4\u6548\u7387\u548c\u7ba1\u7406\u6c34\u5e73\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e00\u3001 \u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u5728\u5b9e\u65f6\u76d1\u63a7\u4e0e\u544a\u8b66\u65b9\u9762\u7684\u6700\u65b0\u6280\u672f<\/h2>\n\n\n\n<p>\u3000\u3000\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u5728\u5b9e\u65f6\u76d1\u63a7\u4e0e\u544a\u8b66\u65b9\u9762\u7684\u6700\u65b0\u6280\u672f\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u9ad8\u6548\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406<\/strong>\uff1a\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u901a\u8fc7\u9ad8\u6548\u7684\u6570\u636e\u91c7\u96c6\u548c\u5904\u7406\u6280\u672f\uff0c\u5b9e\u73b0\u8bbe\u5907\u3001\u5e94\u7528\u3001\u7f51\u7edc\u7684\u5168\u65b9\u4f4d\u5b9e\u65f6\u76d1\u63a7\u3002\u8fd9\u786e\u4fdd\u4e86\u8fd0\u7ef4\u56e2\u961f\u80fd\u591f\u968f\u65f6\u638c\u63e1\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u80fd\u544a\u8b66\u6280\u672f<\/strong>\uff1a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u80fd\u591f\u81ea\u52a8\u53d1\u73b0\u5f02\u5e38\u6a21\u5f0f\u548c\u8d8b\u52bf\uff0c\u5b9e\u73b0\u7cbe\u51c6\u5b9a\u4f4d\u548c\u5feb\u901f\u54cd\u5e94\u3002\u4f8b\u5982\uff0c\u76d1\u63a7\u6613\u7684\u667a\u80fd\u544a\u8b66\u6280\u672f\u53ef\u4ee5\u5b9e\u65f6\u76d1\u6d4b\u6570\u636e\u53d8\u5316\u60c5\u51b5\uff0c\u4e00\u65e6\u53d1\u73b0\u5f02\u5e38\u6216\u8d85\u51fa\u9608\u503c\uff0c\u7acb\u5373\u89e6\u53d1\u544a\u8b66\u3002\u6b64\u5916\uff0c\u667a\u80fd\u544a\u8b66\u5e73\u53f0\u8fd8\u5229\u7528\u5386\u53f2\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u81ea\u52a8\u4f18\u5316\u544a\u8b66\u89c4\u5219\uff0c\u63d0\u9ad8\u51c6\u786e\u6027\u548c\u53ef\u4fe1\u5ea6\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u591a\u6e20\u9053\u901a\u77e5\u4e0e\u54cd\u5e94<\/strong>\uff1a\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u652f\u6301\u591a\u79cd\u544a\u8b66\u65b9\u5f0f\uff0c\u5305\u62ec\u77ed\u4fe1\u3001\u9489\u9489\u3001\u5fae\u4fe1\u3001\u90ae\u4ef6\u7b49\uff0c\u786e\u4fdd\u544a\u8b66\u4fe1\u606f\u80fd\u591f\u53ca\u65f6\u901a\u77e5\u5230\u8fd0\u7ef4\u4eba\u5458\uff0c\u4ee5\u4fbf\u53ca\u65f6\u5904\u7406\u6545\u969c\u3002\u4f8b\u5982\uff0c\u667a\u80fd\u611f\u77e5\u8fd0\u7ef4\u5e73\u53f0\u53ef\u4ee5\u901a\u8fc7APP\u3001\u77ed\u4fe1\u7b49\u65b9\u5f0f\u7b2c\u4e00\u65f6\u95f4\u63a8\u9001\u544a\u8b66\u4fe1\u606f\u7ed9\u76f8\u5173\u8fd0\u7ef4\u4eba\u5458\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u53ef\u89c6\u5316\u4e0e\u6570\u636e\u5206\u6790<\/strong>\uff1a\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u901a\u8fc7\u53ef\u89c6\u5316\u5f15\u64ce\u3001\u89c4\u5219\u5f15\u64ce\u3001\u6d88\u606f\u5f15\u64ce\u7b49\u540e\u53f0\u5904\u7406\u670d\u52a1\uff0c\u5b8c\u6210\u8bbe\u5907\u6570\u636e\u91c7\u96c6\u3001\u5206\u6790\u3001\u544a\u8b66\u3001\u5c55\u793a\u7684\u6570\u636e\u5904\u7406\u5168\u8fc7\u7a0b\u3002\u8fd9\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u76d1\u63a7\u7684\u51c6\u786e\u6027\uff0c\u8fd8\u4e3a\u8fd0\u7ef4\u56e2\u961f\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u652f\u6301\u3002\u4f8b\u5982\uff0c\u667a\u80fd\u611f\u77e5\u8fd0\u7ef4\u5e73\u53f0\u652f\u6301\u5730\u56fe\u5c55\u793a\u8bbe\u5907\u4f4d\u7f6e\u4fe1\u606f\uff0c\u5e76\u6309\u65e5\u3001\u5468\u3001\u6708\u7edf\u8ba1\u8bbe\u5907\u5728\u7ebf\u3001\u6545\u969c\u548c\u62a5\u8b66\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u81ea\u5b9a\u4e49\u544a\u8b66\u7b56\u7565\u4e0e\u7075\u6d3b\u901a\u77e5\u65b9\u5f0f<\/strong>\uff1a\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u5141\u8bb8\u7528\u6237\u81ea\u5b9a\u4e49\u544a\u8b66\u7b56\u7565\u548c\u7075\u6d3b\u7684\u901a\u77e5\u65b9\u5f0f\uff0c\u4ee5\u6ee1\u8db3\u5b9e\u9645\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u667a\u80fd\u544a\u8b66\u5e73\u53f0\u652f\u6301\u81ea\u5b9a\u4e49\u544a\u8b66\u7b56\u7565\u548c\u7075\u6d3b\u901a\u77e5\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6545\u969c\u7ba1\u7406\u4e0e\u4f18\u5316<\/strong>\uff1a\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u901a\u8fc7\u7edf\u4e00\u76d1\u63a7\u5e73\u53f0\u5bf9\u5206\u6563\u7684\u8fd0\u7ef4\u76d1\u63a7\u6570\u636e\u8fdb\u884c\u7edf\u4e00\u91c7\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790\uff0c\u5229\u7528\u89c4\u5219\u548c\u7b97\u6cd5\u9501\u5b9a\u6700\u91cd\u8981\u7684\u544a\u8b66\u4fe1\u606f\uff0c\u5e76\u534f\u52a9\u67e5\u8be2\u65e5\u5fd7\u53ca\u5176\u4ed6\u6545\u969c\u6570\u636e\uff0c\u66f4\u5feb\u5730\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u5728\u5b9e\u65f6\u76d1\u63a7\u4e0e\u544a\u8b66\u65b9\u9762\u7684\u6700\u65b0\u6280\u672f\u4e3b\u8981\u96c6\u4e2d\u5728\u9ad8\u6548\u7684\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406\u3001\u667a\u80fd\u544a\u8b66\u6280\u672f\u3001\u591a\u6e20\u9053\u901a\u77e5\u4e0e\u54cd\u5e94\u3001\u53ef\u89c6\u5316\u4e0e\u6570\u636e\u5206\u6790\u3001\u81ea\u5b9a\u4e49\u544a\u8b66\u7b56\u7565\u4e0e\u7075\u6d3b\u901a\u77e5\u65b9\u5f0f\u4ee5\u53ca\u6545\u969c\u7ba1\u7406\u4e0e\u4f18\u5316\u7b49\u65b9\u9762\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e8c\u3001 \u667a\u80fd\u8fd0\u7ef4\u4e2d\uff0c\u54ea\u4e9b\u81ea\u52a8\u5316\u5de5\u5177\u548c\u811a\u672c\u88ab\u8bc1\u660e\u6700\u6709\u6548?<\/h2>\n\n\n\n<p>\u3000\u3000\u5728\u81ea\u52a8\u5316\u8fd0\u7ef4\u4e2d\uff0c\u6700\u6709\u6548\u7684\u81ea\u52a8\u5316\u5de5\u5177\u548c\u811a\u672c\u5305\u62ec\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>Ansible<\/strong>\uff1aAnsible \u662f\u4e00\u79cd\u65e0\u4ee3\u7406\u7684\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u901a\u8fc7 SSH \u8fde\u63a5\u6765\u7ba1\u7406\u8282\u70b9\u3002\u5b83\u7b80\u5355\u6613\u7528\uff0c\u9002\u5408\u5927\u89c4\u6a21\u7cfb\u7edf\u7ba1\u7406\uff0c\u80fd\u591f\u663e\u8457\u51cf\u5c11\u914d\u7f6e\u65f6\u95f4\u548c\u9519\u8bef\u7387\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>Puppet<\/strong>\uff1aPuppet \u662f\u4e00\u79cd\u57fa\u4e8e\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u67b6\u6784\u7684\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u4f7f\u7528 Ruby \u8bed\u8a00\u7f16\u5199\u811a\u672c\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u81ea\u5b9a\u4e49\u80fd\u529b\u3002\u5b83\u9002\u7528\u4e8e\u590d\u6742\u7684\u7cfb\u7edf\u7ba1\u7406\u548c\u914d\u7f6e\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>Chef<\/strong>\uff1aChef \u4f7f\u7528 Ruby \u8bed\u8a00\u7f16\u5199\u811a\u672c\uff0c\u7528\u4e8e\u81ea\u52a8\u5316\u914d\u7f6e\u7ba1\u7406\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u63d2\u4ef6\u751f\u6001\u7cfb\u7edf\uff0c\u652f\u6301\u591a\u79cd\u57fa\u7840\u8bbe\u65bd\u548c\u4e91\u63d0\u4f9b\u5546\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>SaltStack<\/strong>\uff1aSaltStack \u662f\u4e00\u79cd\u9ad8\u6027\u80fd\u7684\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u652f\u6301\u5e76\u53d1\u7ba1\u7406\u548c\u5feb\u901f\u90e8\u7f72\u3002\u5b83\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u7cfb\u7edf\u7ba1\u7406\uff0c\u5177\u6709\u826f\u597d\u7684\u6269\u5c55\u6027\u548c\u517c\u5bb9\u6027\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>Jenkins<\/strong>\uff1aJenkins \u662f\u4e00\u79cd\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u4ea4\u4ed8(CI\/CD)\u5de5\u5177\uff0c\u652f\u6301\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u3002\u5b83\u4e0e GitLab CI\u3001Jenkins CI \u7b49\u5de5\u5177\u6df1\u5ea6\u96c6\u6210\uff0c\u63d0\u4f9b\u4ee3\u7801\u7684\u81ea\u52a8\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>Prometheus<\/strong>\u548c<strong>Zabbix<\/strong>\uff1a\u8fd9\u4e9b\u76d1\u63a7\u5de5\u5177\u7528\u4e8e\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd\u3001\u8d44\u6e90\u4f7f\u7528\u548c\u670d\u52a1\u72b6\u6001\uff0c\u5e76\u53ca\u65f6\u62a5\u8b66\u4ee5\u91c7\u53d6\u81ea\u52a8\u5316\u7684\u8865\u6551\u63aa\u65bd\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>Kubernetes<\/strong>\u548c<strong>Docker<\/strong>\uff1a\u8fd9\u4e9b\u5bb9\u5668\u7f16\u6392\u548c\u865a\u62df\u5316\u6280\u672f\u7528\u4e8e\u7ba1\u7406\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\uff0c\u652f\u6301\u5e94\u7528\u7684\u81ea\u52a8\u6269\u5c55\u548c\u8d1f\u8f7d\u5747\u8861\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u811a\u672c\u5de5\u5177<\/strong>\uff1a\u5982 Bash \u548c PowerShell\uff0c\u7528\u4e8e\u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\u5b8c\u6210\u7cfb\u7edf\u64cd\u4f5c\u4efb\u52a1\uff0c\u5982\u65e5\u5fd7\u6e05\u7406\u3001\u5907\u4efd\u7b49\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u884c\u4e91\u7ba1\u5bb6<\/strong>\uff1a\u8fd9\u662f\u4e00\u4e2a\u7efc\u5408\u6027\u7684\u81ea\u52a8\u5316\u8fd0\u7ef4\u5e73\u53f0\uff0c\u652f\u6301\u591a\u79cd\u81ea\u52a8\u5316\u8fd0\u7ef4\u5de5\u5177\uff0c\u5982 SaltStack \u548c Ansible\u3002\u7528\u6237\u53ef\u4ee5\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u7f16\u6392\u8fd0\u7ef4\u4efb\u52a1\uff0c\u8bbe\u7f6e\u89e6\u53d1\u6761\u4ef6\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u6267\u884c\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u8fd9\u4e9b\u5de5\u5177\u548c\u811a\u672c\u5728\u63d0\u9ad8\u6548\u7387\u3001\u51cf\u5c11\u9519\u8bef\u7387\u3001\u786e\u4fdd\u9ad8\u53ef\u7528\u6027\u548c\u7a33\u5b9a\u6027\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e09\u3001 \u667a\u80fd\u8fd0\u7ef4\u6545\u969c\u8bca\u65ad\u4e0e\u9884\u6d4b\u4e2d\u6709\u54ea\u4e9b\u673a\u5668\u5b66\u4e60\u6a21\u578b?<\/h2>\n\n\n\n<p>\u3000\u3000\u76ee\u524d\u6700\u5148\u8fdb\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5728\u6545\u969c\u8bca\u65ad\u4e0e\u9884\u6d4b\u4e2d\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09<\/strong>&nbsp;\uff1aCNN\u5728\u56fe\u50cf\u5904\u7406\u548c\u6a21\u5f0f\u8bc6\u522b\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u591f\u81ea\u52a8\u63d0\u53d6\u7279\u5f81\u5e76\u8fdb\u884c\u5206\u7c7b\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09<\/strong>&nbsp;\uff1aRNN\u7279\u522b\u9002\u7528\u4e8e\u5904\u7406\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u53ef\u4ee5\u6355\u6349\u6570\u636e\u4e2d\u7684\u65f6\u95f4\u4f9d\u8d56\u6027\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff08LSTM\uff09<\/strong>&nbsp;\uff1aLSTM\u662fRNN\u7684\u4e00\u79cd\u53d8\u4f53\uff0c\u80fd\u591f\u66f4\u597d\u5730\u5904\u7406\u957f\u5e8f\u5217\u6570\u636e\uff0c\u5e38\u7528\u4e8e\u65f6\u5e8f\u9884\u6d4b\u548c\u5206\u7c7b\u4efb\u52a1\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u95e8\u63a7\u5faa\u73af\u5355\u5143\uff08GRU\uff09<\/strong>&nbsp;\uff1aGRU\u662f\u53e6\u4e00\u79cd\u6539\u8fdb\u7684RNN\u6a21\u578b\uff0c\u5177\u6709\u66f4\u5feb\u7684\u8bad\u7ec3\u901f\u5ea6\u548c\u66f4\u597d\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u7ec4\u5408\u6a21\u578b<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>CNN-SVM\u7ec4\u5408\u6a21\u578b<\/strong>\uff1a\u7ed3\u5408\u4e86\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u548c\u652f\u6301\u5411\u91cf\u673a\u7684\u4f18\u52bf\uff0c\u7528\u4e8e\u6545\u969c\u8bca\u65ad\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>Transformer-Adaboost\u6a21\u578b<\/strong>\uff1a\u5229\u7528Transformer\u6a21\u578b\u7684\u5f3a\u5927\u7279\u5f81\u63d0\u53d6\u80fd\u529b\u548cAdaboost\u7b97\u6cd5\u7684\u96c6\u6210\u5b66\u4e60\u4f18\u52bf\uff0c\u8fdb\u884c\u591a\u7279\u5f81\u5206\u7c7b\u9884\u6d4b\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>CNN-GRU\u7ec4\u5408\u6a21\u578b<\/strong>\uff1a\u7ed3\u5408\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u548c\u95e8\u63a7\u5faa\u73af\u5355\u5143\uff0c\u7528\u4e8e\u5904\u7406\u65f6\u7a7a\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09<\/strong>&nbsp;\uff1a\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5206\u7c7b\u548c\u56de\u5f52\u4efb\u52a1\uff0c\u5177\u6709\u826f\u597d\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u968f\u673a\u68ee\u6797\uff08RF\uff09<\/strong>&nbsp;\uff1a\u901a\u8fc7\u6784\u5efa\u591a\u4e2a\u51b3\u7b56\u6811\u5e76\u7efc\u5408\u5176\u7ed3\u679c\uff0c\u63d0\u9ad8\u4e86\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u51b3\u7b56\u6811\uff08DT\uff09<\/strong>&nbsp;\uff1a\u7b80\u5355\u6613\u61c2\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u7c7b\u578b\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000GNN\u5728\u5904\u7406\u56fe\u7ed3\u6784\u6570\u636e\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u591f\u6355\u6349\u8282\u70b9\u4e4b\u95f4\u7684\u590d\u6742\u5173\u7cfb\uff0c\u9002\u7528\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u6545\u969c\u8bca\u65ad\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u5f3a\u5316\u5b66\u4e60\u6a21\u578b<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000\u5f3a\u5316\u5b66\u4e60\u6a21\u578b\u901a\u8fc7\u4e0e\u73af\u5883\u7684\u4ea4\u4e92\u5b66\u4e60\u6700\u4f18\u7b56\u7565\uff0c\u9002\u7528\u4e8e\u52a8\u6001\u53d8\u5316\u7684\u6545\u969c\u8bca\u65ad\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u8fd9\u4e9b\u6a21\u578b\u5728\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u4e2d\u5404\u6709\u4f18\u52bf\uff0c\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u9700\u8981\u6839\u636e\u5177\u4f53\u95ee\u9898\u548c\u6570\u636e\u7279\u6027\u6765\u51b3\u5b9a\u3002\u4f8b\u5982\uff0c\u5728\u5904\u7406\u5927\u89c4\u6a21\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u65f6\uff0cLSTM\u548cGRU\u53ef\u80fd\u66f4\u4e3a\u5408\u9002;\u800c\u5728\u5904\u7406\u56fe\u50cf\u6570\u636e\u65f6\uff0cCNN\u5219\u8868\u73b0\u6700\u4f73\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u56db\u3001 \u5728\u8d44\u4ea7\u7ba1\u7406\u65b9\u9762\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u5982\u4f55\u5b9e\u73b0IT\u8d44\u4ea7\u7684\u9ad8\u6548\u5229\u7528\u548c\u7ba1\u7406?<\/h2>\n\n\n\n<p>\u3000\u3000\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0(AIOps)\u901a\u8fc7\u5efa\u7acb\u5728<strong>\u81ea\u52a8\u5316\u8fd0\u7ef4<\/strong>\u548c<strong>\u673a\u5668\u5b66\u4e60<\/strong>\u6280\u672f\u57fa\u7840\u4e0a\u7684\u667a\u80fd\u67b6\u6784\uff0c\u786e\u4fddIT\u8d44\u4ea7\u7684\u5168\u751f\u547d\u5468\u671f\u53ef\u89c1\u6027\u548c\u7ba1\u7406\u3002\u5e73\u53f0\u7684\u57fa\u7840\u67b6\u6784\u5305\u62ec\u6570\u636e\u91c7\u96c6\u6a21\u5757\u3001\u5206\u6790\u4e0e\u51b3\u7b56\u5f15\u64ce\u3001\u8d44\u4ea7\u7ba1\u7406\u6a21\u5757\u3001\u81ea\u52a8\u5316\u8fd0\u7ef4\u6a21\u5757\u548c\u53cd\u9988\u673a\u5236\u7b49\u591a\u4e2a\u5c42\u6b21\u3002\u901a\u8fc7\u96c6\u6210\u7684\u67b6\u6784\uff0c\u5e73\u53f0\u80fd\u591f\u5b9e\u65f6\u8ddf\u8e2a\u548c\u76d1\u63a7IT\u8d44\u4ea7\u7684\u5065\u5eb7\u72b6\u51b5\u3001\u6027\u80fd\u548c\u4f7f\u7528\u60c5\u51b5\uff0c\u63d0\u4f9b\u8de8\u8bbe\u5907\u3001\u8de8\u7cfb\u7edf\u7684\u7edf\u4e00\u89c6\u56fe\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u901a\u8fc7\u4e0eIT\u8d44\u4ea7\u7ba1\u7406\u7cfb\u7edf(ITAM)\u548c\u4f01\u4e1a\u8d44\u6e90\u89c4\u5212(ERP)\u7cfb\u7edf\u7684\u7d27\u5bc6\u96c6\u6210\uff0c\u5b9e\u73b0\u4e86\u8d44\u4ea7\u7ba1\u7406\u4e0e\u8d44\u6e90\u8c03\u5ea6\u7684\u65e0\u7f1d\u5bf9\u63a5\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u81ea\u52a8\u5316\u8fd0\u7ef4<\/strong>\u662f\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u7684\u6838\u5fc3\u4f18\u52bf\u4e4b\u4e00\uff0c\u5b83\u901a\u8fc7\u81ea\u52a8\u5316\u811a\u672c\u548c\u5de5\u5177\u6267\u884c\u8fd0\u7ef4\u4efb\u52a1\uff0c\u5982\u6545\u969c\u8bca\u65ad\u3001\u4fee\u590d\u548c\u914d\u7f6e\u7ba1\u7406\uff0c\u51cf\u5c11\u4e86\u4eba\u5de5\u5e72\u9884\uff0c\u63d0\u5347\u4e86\u8fd0\u7ef4\u6548\u7387\u3002\u81ea\u52a8\u5316\u7684\u8fc7\u7a0b\u4e0d\u4ec5\u51cf\u5c11\u4e86\u4eba\u4e3a\u9519\u8bef\uff0c\u8fd8\u63d0\u9ad8\u4e86IT\u8d44\u4ea7\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u7a33\u5b9a\u6027\u3002\u6b64\u5916\uff0c\u8fd0\u7ef4\u5e73\u53f0\u901a\u5e38\u5177\u5907\u9ad8\u5ea6\u53ef\u6269\u5c55\u7684\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u80fd\u591f\u6839\u636e\u4f01\u4e1a\u7684\u4e0d\u540c\u9700\u6c42\u5feb\u901f\u5b9a\u5236\u548c\u6269\u5c55\uff0c\u652f\u6301\u4ece\u5355\u4e00\u8bbe\u5907\u5230\u5927\u89c4\u6a21\u6570\u636e\u4e2d\u5fc3\u7684\u5e7f\u6cdb\u5e94\u7528\u3002\u8fd9\u79cd\u96c6\u6210\u7684\u67b6\u6784\u548c\u9ad8\u5ea6\u81ea\u52a8\u5316\u7684\u8fd0\u7ef4\u80fd\u529b\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e86\u6301\u7eed\u3001\u9ad8\u6548\u7684IT\u8d44\u4ea7\u7ba1\u7406\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u6570\u636e\u91c7\u96c6\u4e0e\u76d1\u63a7\u7684\u5b9e\u65f6\u6027\u4e0e\u7cbe\u51c6\u6027<\/p>\n\n\n\n<p>\u3000\u3000\u5728\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u4e2d\uff0c\u6570\u636e\u91c7\u96c6\u4e0e\u76d1\u63a7\u6a21\u5757\u662f\u786e\u4fddIT\u8d44\u4ea7\u9ad8\u6548\u7ba1\u7406\u7684\u5173\u952e\u73af\u8282\u3002\u901a\u8fc7\u91c7\u7528**\u7269\u8054\u7f51(IoT)**\u6280\u672f\u548c\u5404\u79cd\u4f20\u611f\u5668\uff0c\u5e73\u53f0\u80fd\u591f\u5b9e\u65f6\u91c7\u96c6IT\u8d44\u4ea7\u7684\u5404\u79cd\u8fd0\u884c\u6570\u636e\uff0c\u5305\u62ec\u8bbe\u5907\u7684CPU\u5229\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u3001\u7f51\u7edc\u5e26\u5bbd\u3001\u786c\u76d8\u72b6\u6001\u3001\u80fd\u6e90\u6d88\u8017\u7b49\u5173\u952e\u6307\u6807\u3002\u8fd9\u4e9b\u6570\u636e\u4e0d\u4ec5\u5305\u62ec\u8bbe\u5907\u672c\u8eab\u7684\u6280\u672f\u6027\u80fd\uff0c\u8fd8\u5305\u62ec\u5916\u90e8\u73af\u5883\u5982\u6e29\u5ea6\u3001\u6e7f\u5ea6\u3001\u632f\u52a8\u7b49\u5bf9\u8bbe\u5907\u8fd0\u884c\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u4e3a\u51b3\u7b56\u63d0\u4f9b\u66f4\u52a0\u5168\u9762\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u5b9e\u65f6\u6570\u636e\u76d1\u63a7\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u4f01\u4e1a\u5bf9IT\u8d44\u4ea7\u72b6\u6001\u7684\u53ef\u89c1\u6027\uff0c\u8fd8\u4e3a\u95ee\u9898\u7684\u9884\u6d4b\u4e0e\u89e3\u51b3\u63d0\u4f9b\u4e86\u5148\u673a\u3002\u901a\u8fc7<strong>\u5927\u6570\u636e\u5206\u6790<\/strong>\uff0c\u5e73\u53f0\u80fd\u591f\u8bc6\u522b\u51fa\u6f5c\u5728\u7684\u6545\u969c\u8d8b\u52bf\u6216\u6027\u80fd\u74f6\u9888\uff0c\u5e76\u63d0\u524d\u53d1\u51fa\u9884\u8b66\u3002\u8fd9\u79cd\u667a\u80fd\u76d1\u63a7\u548c\u9884\u6d4b\u80fd\u529b\uff0c\u4f7f\u5f97\u8d44\u4ea7\u7ba1\u7406\u8005\u80fd\u591f\u8fc5\u901f\u54cd\u5e94\uff0c\u907f\u514d\u7531\u4e8e\u8bbe\u5907\u6545\u969c\u6216\u6027\u80fd\u4e0b\u964d\u5bfc\u81f4\u7684\u751f\u4ea7\u4e2d\u65ad\u3002\u901a\u8fc7\u6301\u7eed\u7684\u76d1\u63a7\u4e0e\u6570\u636e\u91c7\u96c6\uff0c\u5e73\u53f0\u80fd\u5f62\u6210\u5b8c\u6574\u7684\u8bbe\u5907\u8fd0\u884c\u5386\u53f2\u8bb0\u5f55\uff0c\u4e3a\u540e\u7eed\u7684\u8d44\u4ea7\u4f18\u5316\u548c\u51b3\u7b56\u63d0\u4f9b\u6709\u529b\u7684\u652f\u6301\u3002\u6b64\u5916\uff0c\u6570\u636e\u5206\u6790\u8fd8\u80fd\u591f\u8bc6\u522b\u51fa\u4f4e\u6548\u6216\u95f2\u7f6e\u7684\u8d44\u4ea7\uff0c\u5e2e\u52a9\u4f01\u4e1a\u91cd\u65b0\u5206\u914d\u8d44\u6e90\uff0c\u5b9e\u73b0\u66f4\u4e3a\u7cbe\u7ec6\u5316\u7684\u8d44\u4ea7\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u3000\u3000IT\u8d44\u4ea7\u751f\u547d\u5468\u671f\u7ba1\u7406\u7684\u4f18\u5316<\/p>\n\n\n\n<p>\u3000\u3000IT\u8d44\u4ea7\u751f\u547d\u5468\u671f\u7ba1\u7406\u662f\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u7684\u53e6\u4e00\u4e2a\u6838\u5fc3\u529f\u80fd\u3002\u5e73\u53f0\u4e0d\u4ec5\u4ec5\u5173\u6ce8\u8bbe\u5907\u7684\u65e5\u5e38\u8fd0\u884c\u72b6\u6001\uff0c\u8fd8\u80fd\u591f\u7ba1\u7406\u8bbe\u5907\u4ece\u91c7\u8d2d\u3001\u90e8\u7f72\u3001\u4f7f\u7528\u3001\u7ef4\u62a4\u5230\u6dd8\u6c70\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u3002\u901a\u8fc7\u96c6\u6210\u7684\u751f\u547d\u5468\u671f\u7ba1\u7406\u6a21\u5757\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u8ddf\u8e2a\u6bcf\u4e00\u53f0IT\u8bbe\u5907\u7684\u4f7f\u7528\u60c5\u51b5\uff0c\u5b9a\u671f\u6267\u884c\u8d44\u4ea7\u5065\u5eb7\u8bc4\u4f30\uff0c\u5e76\u6839\u636e\u8bbe\u5907\u7684\u4f7f\u7528\u5468\u671f\u548c\u6027\u80fd\u72b6\u6001\u51b3\u5b9a\u662f\u5426\u8fdb\u884c\u7ef4\u62a4\u3001\u5347\u7ea7\u6216\u66f4\u6362\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u8d44\u4ea7\u8ffd\u8e2a<\/strong>\u6280\u672f\uff0c\u7ed3\u5408RFID\u6807\u7b7e\u3001\u6761\u5f62\u7801\u626b\u63cf\u7b49\u65b9\u5f0f\uff0c\u80fd\u591f\u5b9e\u73b0\u8bbe\u5907\u7684\u7cbe\u786e\u5b9a\u4f4d\u548c\u8eab\u4efd\u786e\u8ba4\u3002\u65e0\u8bba\u662f\u6570\u636e\u4e2d\u5fc3\u4e2d\u7684\u670d\u52a1\u5668\uff0c\u8fd8\u662f\u4f01\u4e1a\u529e\u516c\u5ba4\u4e2d\u7684\u4e2a\u4eba\u8ba1\u7b97\u673a\uff0c\u5e73\u53f0\u90fd\u80fd\u591f\u51c6\u786e\u8bb0\u5f55\u5176\u4f4d\u7f6e\u3001\u4f7f\u7528\u72b6\u6001\u3001\u7ef4\u4fee\u5386\u53f2\u53ca\u6240\u6709\u8005\u4fe1\u606f\u3002\u8fd9\u79cd\u5168\u751f\u547d\u5468\u671f\u7684\u7ba1\u7406\u65b9\u5f0f\uff0c\u4e0d\u4ec5\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u4e86\u8bbe\u5907\u7684\u7cbe\u51c6\u8ffd\u8e2a\uff0c\u8fd8\u80fd\u591f\u63d0\u9ad8\u8d44\u4ea7\u7684\u4f7f\u7528\u7387\u548c\u4ef7\u503c\u3002\u901a\u8fc7\u5bf9\u8bbe\u5907\u8fdb\u884c\u5b9a\u671f\u7ef4\u62a4\u548c\u53ca\u65f6\u5347\u7ea7\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u80fd\u591f\u5ef6\u957f\u8d44\u4ea7\u7684\u4f7f\u7528\u5bff\u547d\uff0c\u51cf\u5c11\u56e0\u8bbe\u5907\u8001\u5316\u6216\u6545\u969c\u5bfc\u81f4\u7684\u98ce\u9669\u3002\u6b64\u5916\uff0c\u5e73\u53f0\u7684\u81ea\u52a8\u5316\u8c03\u5ea6\u529f\u80fd\u80fd\u591f\u786e\u4fdd\u8d44\u6e90\u7684\u6700\u4f73\u5229\u7528\uff0c\u51cf\u5c11\u4e86\u5197\u4f59\u8bbe\u5907\u548c\u8fc7\u5ea6\u91c7\u8d2d\u73b0\u8c61\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u4f18\u5316\u51b3\u7b56\u4e0e\u9884\u6d4b\u5206\u6790<\/p>\n\n\n\n<p>\u3000\u3000\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u7684\u53e6\u4e00\u5927\u4f18\u52bf\u5728\u4e8e\u5176\u901a\u8fc7<strong>\u9884\u6d4b\u5206\u6790<\/strong>\u548c<strong>\u667a\u80fd\u51b3\u7b56<\/strong>\u5e2e\u52a9\u4f01\u4e1a\u4f18\u5316IT\u8d44\u4ea7\u7684\u914d\u7f6e\u548c\u4f7f\u7528\u3002\u5e73\u53f0\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\uff0c\u7ed3\u5408\u8bbe\u5907\u8fd0\u884c\u8d8b\u52bf\uff0c\u80fd\u591f\u9884\u6d4b\u672a\u6765\u7684\u8d44\u6e90\u9700\u6c42\u548c\u53ef\u80fd\u51fa\u73b0\u7684\u6545\u969c\uff0c\u63d0\u524d\u505a\u51fa\u8d44\u6e90\u8c03\u914d\u548c\u7ef4\u62a4\u8ba1\u5212\u3002\u8fd9\u79cd\u57fa\u4e8e\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u6a21\u578b\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7ba1\u7406\u8005\u66f4\u597d\u5730\u89c4\u5212IT\u8d44\u6e90\uff0c\u51cf\u5c11\u8fc7\u5ea6\u91c7\u8d2d\u548c\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u673a\u5668\u5b66\u4e60<\/strong>\u6280\u672f\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u5e73\u53f0\u901a\u8fc7\u4e0d\u65ad\u8bad\u7ec3\u6a21\u578b\uff0c\u80fd\u591f\u8bc6\u522b\u51fa\u4e0d\u540c\u7c7b\u578b\u7684\u8d44\u6e90\u9700\u6c42\u6a21\u5f0f\uff0c\u5e76\u636e\u6b64\u9884\u6d4b\u672a\u6765\u7684\u8bbe\u5907\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u5728\u9ad8\u5cf0\u671f\u6216\u9879\u76ee\u5b9e\u65bd\u671f\u95f4\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u80fd\u591f\u6839\u636e\u5386\u53f2\u8d1f\u8f7d\u60c5\u51b5\u9884\u6d4b\u51fa\u67d0\u4e9bIT\u8bbe\u5907\u7684\u9700\u6c42\u589e\u52a0\uff0c\u4ece\u800c\u63d0\u524d\u8c03\u914d\u8bbe\u5907\u6216\u6269\u5145\u8d44\u6e90\uff0c\u907f\u514d\u56e0\u8d44\u6e90\u4e0d\u8db3\u5f71\u54cd\u4e1a\u52a1\u8fd0\u884c\u3002\u540c\u6837\uff0c\u9884\u6d4b\u5206\u6790\u8fd8\u80fd\u5728\u8bbe\u5907\u6027\u80fd\u4e0b\u964d\u4e4b\u524d\u53d1\u51fa\u8b66\u544a\uff0c\u8fdb\u884c\u9884\u9632\u6027\u7ef4\u62a4\uff0c\u4ece\u800c\u907f\u514d\u8bbe\u5907\u505c\u673a\u6216\u51fa\u73b0\u4e25\u91cd\u6545\u969c\uff0c\u51cf\u5c11\u56e0\u6545\u969c\u5e26\u6765\u7684\u6210\u672c\u548c\u635f\u5931\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u901a\u8fc7\u8fd9\u79cd\u667a\u80fd\u51b3\u7b56\u4e0e\u9884\u6d4b\u5206\u6790\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u4e0d\u4ec5\u80fd\u591f\u4f18\u5316IT\u8d44\u4ea7\u7684\u914d\u7f6e\uff0c\u63d0\u5347\u8d44\u6e90\u7684\u4f7f\u7528\u6548\u7387\uff0c\u8fd8\u80fd\u591f\u901a\u8fc7\u63d0\u524d\u8bc6\u522b\u98ce\u9669\u548c\u95ee\u9898\uff0c\u786e\u4fdd\u4f01\u4e1a\u7684IT\u57fa\u7840\u8bbe\u65bd\u59cb\u7ec8\u4fdd\u6301\u9ad8\u6548\u3001\u7a33\u5b9a\u7684\u8fd0\u884c\u72b6\u6001\u3002\u7ed3\u5408\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\uff0c\u5e73\u53f0\u80fd\u591f\u5728\u63d0\u9ad8\u8d44\u4ea7\u5229\u7528\u7387\u7684\u540c\u65f6\uff0c\u964d\u4f4eIT\u8fd0\u8425\u6210\u672c\uff0c\u5e76\u8fdb\u4e00\u6b65\u63d0\u5347\u4f01\u4e1a\u7684\u6574\u4f53\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u901a\u8fc7\u96c6\u6210\u81ea\u52a8\u5316\u8fd0\u7ef4\u3001\u5b9e\u65f6\u76d1\u63a7\u3001\u5927\u6570\u636e\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60\u7b49\u591a\u9879\u6280\u672f\uff0c\u4e3aIT\u8d44\u4ea7\u7684\u9ad8\u6548\u5229\u7528\u548c\u7ba1\u7406\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u901a\u8fc7\u4f18\u5316\u6570\u636e\u91c7\u96c6\u3001\u63d0\u5347\u751f\u547d\u5468\u671f\u7ba1\u7406\u548c\u667a\u80fd\u9884\u6d4b\u51b3\u7b56\uff0c\u5e73\u53f0\u80fd\u591f\u5728\u786e\u4fdd\u8d44\u4ea7\u9ad8\u6548\u5229\u7528\u7684\u540c\u65f6\uff0c\u964d\u4f4e\u4f01\u4e1a\u7684IT\u8fd0\u7ef4\u6210\u672c\uff0c\u63d0\u9ad8\u8bbe\u5907\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u5c06\u5728IT\u8d44\u4ea7\u7ba1\u7406\u9886\u57df\u53d1\u6325\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u66f4\u52a0\u9ad8\u6548\u3001\u7075\u6d3b\u548c\u667a\u80fd\u7684\u8d44\u4ea7\u7ba1\u7406\u65b9\u6848\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3000\u3000\u4e94\u3001 \u6570\u5b57\u5b6a\u751f\u6280\u672f\u5728\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u4e2d\u7684\u5e94\u7528<\/h2>\n\n\n\n<p>\u3000\u3000\u6570\u5b57\u5b6a\u751f\u6280\u672f\u5728\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\u975e\u5e38\u5e7f\u6cdb\uff0c\u6db5\u76d6\u4e86\u591a\u4e2a\u884c\u4e1a\u548c\u9886\u57df\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5177\u4f53\u7684\u5e94\u7528\u6848\u4f8b\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u5efa\u7b51\u8fd0\u7ef4\u7ba1\u7406<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u4e1c\u839e\u56fd\u8d38\u4e2d\u5fc3<\/strong>\uff1a\u901a\u8fc7\u6570\u5b57\u5b6a\u751f\u6280\u672f\u5b9e\u73b0\u5efa\u7b51\u8fd0\u7ef4\u6a21\u578b\u76841:1\u8fd8\u539f\uff0c\u7cbe\u51c6\u6821\u6838\u5efa\u7b51\u6a21\u578b\uff0c\u5e76\u96c6\u6210\u6570\u636e\u4e0e\u7edf\u4e00\u7ba1\u7406\u697c\u5b87\u667a\u80fd\u5316\u5b50\u7cfb\u7edf\u6570\u636e\u63a5\u53e3\u534f\u8bae\uff0c\u63d0\u9ad8\u6570\u636e\u96c6\u6210\u6548\u7387\u3002\u6b64\u5916\uff0c\u8fd8\u5177\u5907\u667a\u80fd\u5de1\u68c0\u3001\u8bbe\u5907\u8bca\u65ad\u3001\u6f0f\u6c34\u8b66\u62a5\u5b9a\u4f4d\u3001\u80fd\u6e90\u7ba1\u7406\u7b49\u667a\u80fd\u8fd0\u7ef4\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u6df1\u521b\u6295\u5e7f\u573a<\/strong>\uff1a\u540c\u6837\u5229\u7528\u6570\u5b57\u5b6a\u751f\u6280\u672f\u8fdb\u884c\u5efa\u7b51\u8fd0\u7ef4\u7ba1\u7406\uff0c\u63d0\u5347\u8fd0\u7ef4\u6548\u7387\u548c\u7cbe\u51c6\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u56ed\u533a<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u56ed\u533a<\/strong>\uff1a\u901a\u8fc7\u96c6\u6210\u591a\u79cd\u6570\u636e\u8d44\u6e90\uff0c\u8fd0\u75283D\u6280\u672f\u5236\u4f5c\u56ed\u533a\u4e09\u7ef4\u6a21\u578b\uff0c\u5bf9\u4ea7\u4e1a\u3001\u8d44\u4ea7\u3001\u57fa\u7840\u8bbe\u65bd\u7b49\u5173\u952e\u6307\u6807\u8fdb\u884c\u7efc\u5408\u76d1\u6d4b\uff0c\u5b9e\u73b0\u9ad8\u6548\u79d1\u5b66\u7684\u56ed\u533a\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u533b\u4fdd<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u533b\u4fdd<\/strong>\uff1a\u5c06\u4e8c\u7ef4\u6570\u636e\u4e0e\u4e09\u7ef4GIS\u7a7a\u95f4\u6570\u636e\u7ed3\u5408\uff0c\u5168\u9762\u63a5\u5165\u7ba1\u7406\u6570\u636e\uff0c\u5b9e\u73b0\u7cbe\u7ec6\u5316\u3001\u76f4\u89c2\u7684\u533b\u4fdd\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u519c\u4e1a<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u519c\u4e1a<\/strong>\uff1a\u7ed3\u5408\u7269\u8054\u7f51\u8bbe\u5907\u548c3D\u7a7a\u95f4\u6e32\u67d3\u6280\u672f\uff0c\u76f4\u89c2\u89c2\u5bdf\u5927\u68da\u79cd\u690d\u6307\u6807\uff0c\u5b9e\u73b0\u667a\u6167\u5927\u68da\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u793e\u533a<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u667a\u6167\u793e\u533a<\/strong>\uff1a\u6574\u5408\u793e\u533a\u6570\u636e\u6e90\uff0c\u5305\u62ec\u793e\u533a\u8fd0\u7ef4\u6570\u636e\u3001IoT\u8bbe\u5907\u6570\u636e\u4e0e\u4e09\u7ef4\u57ce\u5e02\u7a7a\u95f4\u6570\u636e\uff0c\u7edf\u4e00\u7ba1\u7406\u793e\u533a\u73af\u5883\u3001\u7269\u4e1a\u7ba1\u7406\u548c\u515a\u5efa\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u98ce\u7535\u884c\u4e1a<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u98ce\u7535\u8bbe\u5907<\/strong>\uff1a\u6570\u5b57\u5b6a\u751f\u6280\u672f\u63d0\u5347\u98ce\u7535\u673a\u7ec4\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u6c34\u5e73\uff0c\u5feb\u901f\u4eff\u771f\u4e0e\u5b9e\u65f6\u6620\u5c04\u4e3a\u98ce\u7535\u7cfb\u7edf\u7684\u5065\u5eb7\u7ba1\u7406\u5960\u5b9a\u57fa\u7840\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u70ed\u7535\u884c\u4e1a<\/strong>\uff1a\u57fa\u4e8e\u6570\u5b57\u5b6a\u751f\u6280\u672f\u7684\u9505\u7089\u8fd0\u7ef4\u5e73\u53f0\uff0c\u63d0\u5347\u751f\u4ea7\u7ba1\u63a7\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u98ce\u7535\u8fd0\u7ef4<\/strong>\uff1a\u5929\u6cfd\u667a\u4e91\u7684\u65e0\u5fe7\u98ce\u7535\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u6570\u5b57\u5b6a\u751f\u5e73\u53f0\u7cfb\u7edf\uff0c\u63d0\u5347\u96c6\u56e2\u5c42\u9762\u7684\u7efc\u5408\u8fd0\u8425\u7ba1\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u673a\u623f\u8fd0\u7ef4<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u673a\u623f\u6570\u5b57\u5b6a\u751f\u8fd0\u7ef4\u7ba1\u7406\u5e73\u53f0<\/strong>\uff1a\u901a\u8fc7\u6570\u5b57\u5b6a\u751f\u6280\u672f\u5728\u4fe1\u606f\u7a7a\u95f4\u4e2d\u521b\u5efa\u7269\u7406\u5b9e\u4f53\u7684\u6570\u5b57\u955c\u50cf\uff0c\u5b9e\u73b0\u7269\u7406\u5b9e\u4f53\u4e0e\u6570\u5b57\u5b6a\u751f\u4f53\u7684\u5b9e\u65f6\u6570\u636e\u540c\u6b65\uff0c\u5177\u5907\u9884\u6d4b\u3001\u4f18\u5316\u548c\u6545\u969c\u5206\u6790\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u7535\u6c14\u8bbe\u5907\u8fd0\u7ef4<\/strong>\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<strong>\u676d\u5dde\u67ef\u6797\u7535\u6c14\u80a1\u4efd\u6709\u9650\u516c\u53f8<\/strong>\uff1a\u57fa\u4e8e\u6570\u5b57\u5b6a\u751f\u6280\u672f\uff0c\u5efa\u7acb\u591a\u7269\u7406\u573a\u3001\u591a\u5c3a\u5ea6\u3001\u591a\u533a\u57df\u7684\u7535\u6c14\u8bbe\u5907\u4eff\u771f\u6a21\u578b\uff0c\u5f00\u53d1\u4e00\u7ad9\u5f0f\u667a\u80fd\u5e94\u7528\u5f00\u53d1\u5e73\u53f0\uff0c\u5b9e\u73b0\u7535\u6c14\u8bbe\u5907\u7684\u591a\u7ef4\u5ea6\u72b6\u6001\u8bc4\u4ef7\u53ca\u8fd0\u68c0\u4f18\u5316\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u901a\u8fc7\u96c6\u6210\u591a\u79cd\u5148\u8fdb\u6280\u672f\uff0c\u5982\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u3001\u7269\u8054\u7f51\u7b49\uff0c\u5b9e\u73b0\u4e86\u4ece\u57fa\u7840\u76d1\u63a7\u5230\u9ad8\u7ea7\u5206\u6790\u9884\u6d4b\u7684\u4e00\u7cfb\u5217\u529f\u80fd\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u4f01\u4e1a\u7684\u8fd0\u7ef4\u6548\u7387\u548c\u7ba1\u7406\u6c34\u5e73<\/p>\n","protected":false},"author":1,"featured_media":99585,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[36],"tags":[154],"class_list":["post-100567","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ycyw"],"_links":{"self":[{"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/posts\/100567","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/comments?post=100567"}],"version-history":[{"count":1,"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/posts\/100567\/revisions"}],"predecessor-version":[{"id":100570,"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/posts\/100567\/revisions\/100570"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/media\/99585"}],"wp:attachment":[{"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/media?parent=100567"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/categories?post=100567"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.techphant.cn\/wp-json\/wp\/v2\/tags?post=100567"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}