{"id":37302,"date":"2025-05-15T10:56:05","date_gmt":"2025-05-15T02:56:05","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/37302.html"},"modified":"2025-05-15T10:56:05","modified_gmt":"2025-05-15T02:56:05","slug":"%e6%95%b0%e6%8d%ae%e5%ba%93%e6%95%85%e9%9a%9c%e6%8e%92%e6%9f%a5%e6%8c%87%e5%8d%97-%e6%9c%8d%e5%8a%a1%e5%99%a8%e8%bf%87%e7%83%ad%e5%af%bc%e8%87%b4%e6%95%b0%e6%8d%ae%e5%ba%93%e8%bf%9b%e7%a8%8b%e5%b4%a9","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/37302.html","title":{"rendered":"\u6570\u636e\u5e93\u6545\u969c\u6392\u67e5\u6307\u5357-\u670d\u52a1\u5668\u8fc7\u70ed\u5bfc\u81f4\u6570\u636e\u5e93\u8fdb\u7a0b\u5d29\u6e83"},"content":{"rendered":"<p>\u6839\u636e\u591a\u7bc7\u6280\u672f\u6587\u6863\u548c\u7814\u7a76\u62a5\u544a\uff0c\u4ee5\u4e0b\u662f\u6570\u636e\u5e93\u5e38\u89c1\u6545\u969c\u53ca\u670d\u52a1\u5668\u8fc7\u70ed\u5bfc\u81f4\u6570\u636e\u5e93\u8fdb\u7a0b\u5d29\u6e83\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u7ed3\u5408\u5927\u6570\u636e\u65b9\u6cd5\u7684\u89e3\u8bfb\u548c\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n<hr>\n<h4>\u4e00\u3001\u6570\u636e\u5e93\u5e38\u89c1\u6545\u969c\u95ee\u9898\uff08\u57fa\u4e8e\u591a\u6765\u6e90\u8bc1\u636e\u6574\u5408\uff09<\/h4>\n<li>\n<p>\u786c\u4ef6\u6545\u969c<\/p>\n<ul>\n<li>\u78c1\u76d8\u635f\u574f\u3001\u5185\u5b58\u6545\u969c\uff08\u5bfc\u81f4\u6570\u636e\u4e22\u5931\/\u670d\u52a1\u5d29\u6e83\uff09<\/li>\n<li>CPU\u8fc7\u70ed\uff08\u89e6\u53d1\u81ea\u52a8\u964d\u9891\u6216\u5173\u673a\uff09<\/li>\n<li>\u7535\u6e90\u6545\u969c\uff08\u5bfc\u81f4\u5f02\u5e38\u5173\u673a\uff09<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8d44\u6e90\u8017\u5c3d<\/p>\n<ul>\n<li>CPU\/\u5185\u5b58\u8fc7\u8f7d\uff08\u6162\u67e5\u8be2\u3001\u9ad8\u5e76\u53d1\u5bfc\u81f4\u8d44\u6e90\u8017\u5c3d\uff09<\/li>\n<li>\u8fde\u63a5\u6570\u8d85\u9650\uff08\u8fde\u63a5\u6c60\u6cc4\u6f0f\u6216\u914d\u7f6e\u4e0d\u5f53\uff09<\/li>\n<li>\u78c1\u76d8I\/O\u5e26\u5bbd\u8d85\u9650\uff08\u5927\u6570\u636e\u5199\u5165\u538b\u529b\uff09<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8f6f\u4ef6\u4e0e\u914d\u7f6e\u95ee\u9898<\/p>\n<ul>\n<li>\u6570\u636e\u5e93\u53c2\u6570\u914d\u7f6e\u9519\u8bef\uff08\u5185\u5b58\u5206\u914d\u4e0d\u5408\u7406\u3001\u7d22\u5f15\u5931\u6548\uff09<\/li>\n<li>\u6b7b\u9501\u4e0e\u4e8b\u52a1\u51b2\u7a81\uff08\u4e1a\u52a1\u903b\u8f91\u6216\u9501\u673a\u5236\u95ee\u9898\uff09<\/li>\n<li>\u6162\u67e5\u8be2\u4e0e\u4f4e\u6548SQL\uff08\u672a\u4f7f\u7528\u7d22\u5f15\u3001\u590d\u6742JOIN\uff09<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u73af\u5883\u4e0e\u5916\u90e8\u56e0\u7d20<\/p>\n<ul>\n<li>\u670d\u52a1\u5668\u6563\u70ed\u4e0d\u826f\uff08\u7070\u5c18\u5806\u79ef\u3001\u98ce\u6247\u6545\u969c\uff09<\/li>\n<li>\u7f51\u7edc\u4e2d\u65ad\u6216\u5e26\u5bbd\u4e0d\u8db3\uff08\u8fde\u63a5\u95ea\u65ad\uff09<\/li>\n<li>\u6076\u610f\u653b\u51fb\uff08DDoS\u3001SQL\u6ce8\u5165\uff09<\/li>\n<\/ul>\n<\/li>\n<hr>\n<h4>\u4e8c\u3001\u670d\u52a1\u5668\u8fc7\u70ed\u5bfc\u81f4\u6570\u636e\u5e93\u5d29\u6e83\u7684\u89e3\u51b3\u65b9\u6848<\/h4>\n<h5>1. \u4f20\u7edf\u786c\u4ef6\u4e0e\u8fd0\u7ef4\u63aa\u65bd<\/h5>\n<ul>\n<li>\u786c\u4ef6\u68c0\u67e5\uff1a\u6e05\u7406\u670d\u52a1\u5668\u5185\u90e8\u7070\u5c18\uff0c\u66f4\u6362\u6545\u969c\u98ce\u6247\uff0c\u91cd\u65b0\u6d82\u62b9\u6563\u70ed\u818f\u3002<\/li>\n<li>\u73af\u5883\u4f18\u5316\uff1a\u786e\u4fdd\u673a\u623f\u901a\u98ce\uff0c\u4f7f\u7528\u7a7a\u8c03\u6216\u6db2\u51b7\u7cfb\u7edf\u63a7\u5236\u6e29\u5ea6\u3002<\/li>\n<li>\u76d1\u63a7\u544a\u8b66\uff1a\u90e8\u7f72\u6e29\u5ea6\u4f20\u611f\u5668\uff08\u5982IPMI\u5de5\u5177\uff09\uff0c\u8bbe\u7f6e\u9608\u503c\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h5>2. \u5927\u6570\u636e\u9a71\u52a8\u7684\u65b9\u6cd5<\/h5>\n<ul>\n<li>\u5b9e\u65f6\u6e29\u5ea6\u76d1\u63a7\u4e0e\u9884\u6d4b \u4f7f\u7528\u65f6\u5e8f\u6570\u636e\u5e93\uff08\u5982InfluxDB\uff09\u5b58\u50a8\u6e29\u5ea6\u6570\u636e\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\uff08\u5982LSTM\uff09\u9884\u6d4b\u6e29\u5ea6\u8d8b\u52bf\uff0c\u63d0\u524d\u89e6\u53d1\u6269\u5bb9\u6216\u8fc1\u79fb\u3002<\/li>\n<\/ul>\n<p>  <span class=\"token comment\"># \u793a\u4f8b\uff1a\u4f7f\u7528Python\u83b7\u53d6\u670d\u52a1\u5668\u6e29\u5ea6\uff08\u9700\u5b89\u88c5psutil\uff09<\/span><br \/>\n  <span class=\"token keyword\">import<\/span> psutil<br \/>\n  <span class=\"token keyword\">import<\/span> time<\/p>\n<p>  <span class=\"token keyword\">def<\/span> <span class=\"token function\">monitor_temperature<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n          temp <span class=\"token operator\">=<\/span> psutil<span class=\"token punctuation\">.<\/span>sensors_temperatures<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">\\&#8217;coretemp\\&#8217;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>current<br \/>\n          <span class=\"token keyword\">if<\/span> temp <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u9608\u503c\u8bbe\u4e3a80\u2103<\/span><br \/>\n              <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\\&#8221;\u8b66\u62a5\uff1aCPU\u6e29\u5ea6\u8fc7\u9ad8\uff01\u5f53\u524d\u6e29\u5ea6\uff1a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<br \/>\n     <\/span>temp<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u2103\\&#8221;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n              <span class=\"token comment\"># \u89e6\u53d1\u81ea\u52a8\u964d\u8f7d\u6216\u8fc1\u79fb\u4efb\u52a1<\/span><br \/>\n          time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">60<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u6bcf\u5206\u949f\u68c0\u6d4b\u4e00\u6b21<\/span><\/p>\n<ul>\n<li>\u7ea2\u5916\u56fe\u50cf\u70ed\u6545\u969c\u8bca\u65ad \u57fa\u4e8e\u7ea2\u5916\u56fe\u50cf\u5206\u6790\uff08\u5982\u8bba\u6587\u65b9\u6cd5\uff09\uff0c\u63d0\u53d6\u7eb9\u7406\u7279\u5f81\u548c\u71b5\u7279\u5f81\uff0c\u4f7f\u7528SVM\u5206\u7c7b\u5668\u8bc6\u522b\u6563\u70ed\u5f02\u5e38\u533a\u57df\uff1a<\/li>\n<\/ul>\n<p>  <span class=\"token comment\"># \u793a\u4f8b\uff1a\u4f7f\u7528scikit-learn\u8bad\u7ec3SVM\u5206\u7c7b\u5668<\/span><br \/>\n  <span class=\"token keyword\">from<\/span> sklearn<span class=\"token punctuation\">.<\/span>svm <span class=\"token keyword\">import<\/span> SVC<br \/>\n  <span class=\"token keyword\">from<\/span> sklearn<span class=\"token punctuation\">.<\/span>decomposition <span class=\"token keyword\">import<\/span> PCA<br \/>\n  <span class=\"token keyword\">from<\/span> sklearn<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb778\u6b21\uff0c\u70b9\u8d5e14\u6b21\uff0c\u6536\u85cf16\u6b21\u3002\u670d\u52a1\u5668\u8fc7\u70ed\u95ee\u9898\u9700\u7ed3\u5408\u786c\u4ef6\u7ef4\u62a4\u3001\u73af\u5883\u4f18\u5316\u548c\u5927\u6570\u636e\u76d1\u63a7\uff08\u5982\u65f6\u5e8f\u9884\u6d4b\u3001\u56fe\u50cf\u8bca\u65ad\uff09\u7efc\u5408\u89e3\u51b3\u3002\u901a\u8fc7\u81ea\u52a8\u5316\u811a\u672c\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u53ef\u5b9e\u73b0\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9884\u9632\u7684\u5347\u7ea7\uff0c\u4fdd\u969c\u6570\u636e\u5e93\u9ad8\u53ef\u7528\u6027\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,3183,43],"topic":[],"class_list":["post-37302","post","type-post","status-publish","format-standard","hentry","category-server","tag-50","tag-3183","tag-43"],"yoast_head":"<!-- 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