{"id":13524,"date":"2024-03-01T15:12:03","date_gmt":"2024-03-01T07:12:03","guid":{"rendered":"http:\/\/www.killtest.com.tw\/?p=13524"},"modified":"2024-03-01T15:12:03","modified_gmt":"2024-03-01T07:12:03","slug":"aiops-%e5%af%a6%e7%8f%be%e5%8d%93%e8%b6%8a%e6%95%b8%e4%bd%8d%e9%ab%94%e9%a9%97","status":"publish","type":"post","link":"https:\/\/www.killtest.com.tw\/?p=13524","title":{"rendered":"AIOps \u5be6\u73fe\u5353\u8d8a\u6578\u4f4d\u9ad4\u9a57"},"content":{"rendered":"\n

\u601d\u79d1\u8054\u5929\u4e0b
<\/p>\n\n\n\n

\u4f5c\u8005\uff1aMurtaza Doctor     <\/p>\n\n\n\n

VP of Engineering\u00a0ThousandEyes<\/h4>\n\n\n\n

\u300a2023 \u5e74\u5168\u7403\u7db2\u8def\u8da8\u52e2\u5831\u544a\u300b\u7cfb\u5217\u90e8\u843d\u683c\u6587\u7ae0\uff08\u56db\uff09<\/p>\n\n\n\n

\u5206\u6563\u5f0f\u54e1\u5de5\u53ca\u5176\u4f7f\u7528\u7684\u5206\u6563\u5f0f\u61c9\u7528\u548c\u670d\u52d9\uff0c\u4f7f\u4f01\u696d\u7684\u7db2\u8def<\/a>\u6a21\u5f0f\u767c\u751f\u4e86\u5de8\u5927\u7684\u6539\u8b8a\u3002 \u73fe\u5728\uff0c\u79c1\u6709\u96f2\u3001\u7db2\u969b\u7db2\u8def\u3001\u516c\u6709\u96f2\u3001\u591a\u96f2\u548c\u8edf\u9ad4\u5373\u670d\u52d9 (SaaS) \u7db2\u8def\u7b49\u8a31\u591a\u9023\u7dda\u7684\u767c\u8d77\u548c\u7d42\u6b62\u4f4d\u7f6e\u90fd\u5728\u50b3\u7d71\u7684\u4f01\u696d\u57fa\u790e\u67b6\u69cb\u4e4b\u5916\u3002 \u9019\u4e9b\u8907\u96dc\u9023\u7d50\u5171\u5b58\uff0c\u4f7f\u7dad\u904b\u5718\u968a\u5728\u78ba\u4fdd\u6548\u80fd\u548c\u670d\u52d9\u54c1\u8cea\u65b9\u9762\u8981\u61c9\u5c0d\u65e5\u76ca\u52a0\u5287\u7684\u96e3\u5ea6\u3002<\/p>\n\n\n\n

\u60f3\u8981\u89e3\u6c7a\u9019\u7a2e\u8907\u96dc\u6027\uff0c\u4e00\u500b\u80fd\u5920\u63d0\u4f9b\u771f\u6b63\u7aef\u5230\u7aef\u53ef\u8996\u6027\u529f\u80fd\u7684\u7db2\u8def\u72c0\u614b\u611f\u77e5\u5e73\u53f0\u4e0d\u53ef\u6216\u7f3a\u3002 \u9019\u7a2e\u8996\u89ba\u6027\u4e0d\u50c5\u9700\u8981\u6d1e\u5bdf\u7528\u6236\u53ca\u5176\u8a2d\u5099\u3001\u4f4d\u7f6e\u548c\u9023\u63a5\u7684\u4e8b\u7269\uff0c\u9084\u5fc5\u9808\u5168\u9762\u6d1e\u6089\u63a5\u5165\u7db2\u8def\u3001\u7db2\u8def\u670d\u52d9\u3001\u591a\u500b\u96f2\u7aef\u4ee5\u53ca\u4f01\u696d\u8cc7\u6599\u4e2d\u5fc3\u548c\u61c9\u7528\u7a0b\u5f0f\uff08\u5716 1\uff09\u3002 \u5982\u679c\u89e3\u6c7a\u65b9\u6848\u80fd\u5920\u5408\u4f75\u4e0a\u8ff0\u5404\u7a2e\u4e0d\u540c\u6578\u64da\u96c6\u4e26\u63a1\u7528\u4eba\u5de5\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2(AI\/ML) \u6280\u8853\u4f86\u5206\u6790\u6578\u64da\uff0c\u5c31\u53ef\u4ee5\u5e6b\u52a9\u4f01\u696d\u5718\u968a\u505a\u51fa\u660e\u667a\u6c7a\u7b56\uff0c\u8f49\u8b8a\u5176\u7db2\u8def\u7dad\u904b\u6a21\u5f0f\uff0c\u5316\u88ab\u52d5\u53cd\u61c9\u70ba\u4e3b\u52d5 \u51fa\u64ca\u548c\u9810\u6e2c\u524d\u77bb\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u6839\u64da\u6211\u5011\u300a2023 \u5e74\u5168\u7403\u7db2\u7d61\u8da8\u52e2\u5831\u544a\u300b\u4e2d\u7684\u6578\u64da\uff0c\u8fd1\u534a\u6578(47%) \u7684\u53d7\u8a2a\u8005\u8868\u793a\uff0c\u4ed6\u5011\u672a\u4f86\u5169\u5e74\u5167\u7684\u9996\u8981\u4efb\u52d9\u662f\u63a1\u7528\u9810\u6e2c\u6027\u7db2\u7d61\u5206\u6790\uff0c\u4e3b\u8981\u7528\u65bc\u5e6b\u52a9\u7ba1\u7406\u9060\u7aef\u54e1\u5de5\u7684\u9023\u63a5\u548c \u6578\u4f4d\u9ad4\u9a57\u3002
\n\u9810\u6e2c\u6027\u7db2\u8def\u5206\u6790\u89e3\u6c7a\u65b9\u6848\u5fc5\u9808\u80fd\u5920\u5927\u898f\u6a21\u5730\u5373\u6642\u95dc\u806f\u6d77\u91cf\u7db2\u8def\u6578\u64da\u3002 \u900f\u904e\u6301\u7e8c\u5206\u6790\u6027\u80fd\u6578\u64da\u4e26\u904b\u7528\u9810\u6e2c\u5f0f\u5efa\u6a21\u4f86\u9810\u6e2c\u72c0\u6cc1\u548c\u63d0\u51fa\u64cd\u4f5c\u5efa\u8b70\uff0c\u5c31\u80fd\u6210\u529f\u5be6\u73fe\u9810\u6e2c\u80fd\u529b\u3002 \u9810\u6e2c\u6027\u5206\u6790\u80fd\u5e6b\u52a9\u5718\u968a\u907f\u514d\u61c9\u7528\u7a0b\u5f0f\u5c0d\u5206\u6563\u5f0f\u54e1\u5de5\u9020\u6210\u4e0d\u5229\u5f71\u97ff\uff0c\u78ba\u4fdd\u63d0\u4f9b\u6700\u4f73\u7684\u4f7f\u7528\u8005\u9ad4\u9a57\u3002<\/p>\n\n\n\n

\u9069\u7528\u65bc SD-WAN \u548c\u4ee5\u7db2\u969b\u7db2\u8def\u70ba\u4e2d\u5fc3\u7684\u74b0\u5883\u7684\u9810\u6e2c\u6027\u5206\u6790<\/p>\n\n\n\n

\u5c0d\u65bc\u8edf\u9ad4\u5b9a\u7fa9\u5ee3\u57df\u7db2\u8def (SD-WAN<\/a>)\uff0c\u63a1\u7528 IT \u904b\u7dad\u7684\u4eba\u5de5\u667a\u6167 (AIOps) \u7684\u5e73\u53f0\u53ef\u63d0\u4f9b\u7528\u65bc\u9810\u6e2c\u6548\u80fd\u7684\u9810\u6e2c\u6027\u5206\u6790\u529f\u80fd\uff08\u5716 2\uff09\u3002 AIOps \u662f\u6307\u7b56\u7565\u5316\u5730\u4f7f\u7528 AI\u3001ML \u548c\u6a5f\u5668\u63a8\u7406 (MR) \u6280\u8853\u4f86\u7c21\u5316\u548c\u7cbe\u7c21 IT \u6d41\u7a0b\u4e26\u512a\u5316 IT \u8cc7\u6e90\u7684\u4f7f\u7528\u3002 \u900f\u904e\u95dc\u806f\u548c\u5206\u6790\u5373\u6642\u53ca\u6b77\u53f2 SD-WAN \u6548\u80fd\u8cc7\u6599\u4e26\u61c9\u7528\u9810\u6e2c\u6a21\u578b\uff0cAIOps \u5c31\u53ef\u4ee5\u4f7f\u7528\u9019\u4e9b\u9810\u6e2c\u7d50\u679c\u6309\u61c9\u7528\u7a0b\u5f0f\u985e\u578b\u70ba\u6bcf\u500b\u7ad9\u9ede\u63d0\u4f9b\u6700\u4f73\u8def\u5f91\u9078\u64c7\u5efa\u8b70\uff0c\u5f9e\u800c\u57fa\u65bc\u53ef\u7528\u8def\u5f91\u5be6\u73fe\u6700\u4f73\u9ad4\u9a57\u3002<\/p>\n\n\n\n

\u900f\u904e\u5c07\u9810\u6e2c\u6027\u5206\u6790\u529f\u80fd\u6574\u5408\u5230 SD-WAN \u89e3\u6c7a\u65b9\u6848\u4e2d\uff0cIT \u5718\u968a\u53ef\u4ee5\u4fc3\u9032\u5099\u7528\u8def\u5f91\u9593\u7684\u667a\u6167\u8def\u7531\uff0c\u6539\u5584\u61c9\u7528\u670d\u52d9\u7b49\u7d1a\u7684\u52d5\u614b\u5be6\u65bd\uff0c\u5f9e\u800c\u907f\u514d\u7db2\u8def\u6548\u80fd\u4e0b\u964d\u3002<\/p>\n\n\n\n

\"\"
\u56fe 2. \u901a\u8fc7\u6301\u7eed\u7684\u53cd\u9988\u5faa\u73af\u8fdb\u884c\u9884\u6d4b\u6027\u5206\u6790\uff08\u70b9\u51fb\u653e\u5927\uff09 <\/figcaption><\/figure>\n\n\n\n

\u7d50\u5408\u4f86\u81ea\u7d44\u7e54\u751f\u614b\u7cfb\u7d71\uff08\u7531 ISP\u3001\u96f2\u7aef\u4f9b\u61c9\u5546\u3001SaaS \u61c9\u7528\u548c\u5176\u4ed6\u5916\u90e8\u670d\u52d9\u7d44\u6210\uff09\u7684\u6d41\u91cf\u8cc7\u6599\u96c6\uff0c\u53ef\u4ee5\u9032\u4e00\u6b65\u8c50\u5bcc\u9810\u6e2c\u6027\u5206\u6790\u7cfb\u7d71\u7684\u8cc7\u6599\u3002 \u7dad\u904b\u5718\u968a\u80fd\u5920\u5229\u7528\u7db2\u8def\u9059\u6e2c\u8cc7\u6599\u5feb\u901f\u767c\u73fe\u3001\u4e0a\u5831\u4e26\u4fee\u5fa9\u4f9b\u61c9\u5546\u9047\u5230\u7684\u554f\u984c\u3002 \u5982\u679c\u5075\u6e2c\u5230\u7db2\u8def\u4e2d\u65b7\u884c\u70ba\uff0c\u7dad\u904b\u5718\u968a\u53ef\u4ee5\u627e\u51fa\u6839\u672c\u539f\u56e0\u4e26\u544a\u77e5\u4f9b\u61c9\u5546\uff0c\u4ee5\u4fbf\u4ed6\u5011\u512a\u5148\u4fee\u5fa9\u554f\u984c\u6216\u5c07\u554f\u984c\u56de\u5831\u81f3\u5176\u4ed6\u670d\u52d9\u63d0\u4f9b\u8005\u548c\u50b3\u8f38\u670d\u52d9\u63d0\u4f9b\u8005\u3002<\/p>\n\n\n\n

\u9810\u6e2c\u6027\u5206\u6790\u7684\u5be6\u969b\u61c9\u7528<\/p>\n\n\n\n

\u7f8e\u570b\u6700\u5927\u7684\u4eba\u529b\u8cc7\u6e90\u4ee3\u7406\u6a5f\u69cb\u4e4b\u4e00 Insight Global \u5728\u5141\u8a31\u54e1\u5de5\u8fd4\u5d17\u5fa9\u5de5\u6642\uff0c\u5229\u7528\u4f86\u81ea ThousandEyes WAN Insights \u7684\u8a0a\u606f\uff0c\u5316\u88ab\u52d5\u70ba\u4e3b\u52d5\uff0c\u6301\u7e8c\u512a\u5316 SD-WAN \u7b56\u7565\u4e26\u6539\u5584\u61c9\u7528\u9ad4\u9a57\u3002 \u5728\u90e8\u7f72\u8a72\u89e3\u6c7a\u65b9\u6848\u5f8c\uff0c\u4ed6\u5011\u5c0d\u95dc\u9375\u7db2\u8def\u74b0\u5883\u548c\u8def\u7531\u7684\u53ef\u8996\u6027\u5927\u5e45\u63d0\u5347\uff0cInsight Global \u7684 IT \u5718\u968a\u80fd\u5920\u66f4\u597d\u5730\u6aa2\u6e2c\u548c\u907f\u514d\u6f5b\u5728\u554f\u984c\uff0c\u4ee5\u9632\u9019\u4e9b\u554f\u984c\u5c0d\u696d\u52d9\u9020\u6210\u5f71\u97ff\u3002<\/p>\n\n\n\n

\u9810\u6e2c\u6027\u7684\u4e3b\u52d5\u5f0f\u7dad\u904b\u662f\u767c\u5c55\u65b9\u5411<\/p>\n\n\n\n

\u5728\u7576\u4eca\u6642\u4ee3\uff0c\u8981\u6c42\u7d44\u7e54\u900f\u904e\u7aef\u5230\u7aef\u53ef\u8996\u6027\u4ee5\u53ca\u7531AI\/ML \u6280\u8853\u63d0\u4f9b\u652f\u63f4\u7684\u9810\u6e2c\u6027\u5206\u6790\uff0c\u5f9e\u88ab\u52d5\u5f0f\u904b\u7dad\u7ba1\u7406\u8f49\u8b8a\u70ba\u4e3b\u52d5\u5f0f\u904b\u7dad\u7ba1\u7406\uff1b\u4e5f\u8981\u6c42\u7d44\u7e54\u63a1\u7528\u4e00\u81f4\u7684\u65b9\u5f0f\u9032\u884c\u81ea\u52d5\u5316\u64cd\u4f5c\u4ee5\u53ca\u554f\u984c \u5206\u6790\u548c\u8a3a\u65b7\uff0c\u4e26\u5728\u6240\u6709\u4e0d\u540c\u7db2\u57df\u4e2d\u78ba\u4fdd\u63d0\u4f9b\u4e00\u81f4\u7684\u4f7f\u7528\u8005\u9ad4\u9a57\u3002<\/p>\n\n\n\n

\u6211\u5011\u5805\u4fe1\u9019\u662f\u672a\u4f86\u7684\u767c\u5c55\u65b9\u5411\u3002 \u5b83\u4e5f\u662f\u601d\u79d1\u7db2\u8def\u72c0\u614b\u611f\u77e5\u65b9\u6cd5\u548c Cisco Networking Cloud \u9858\u666f\u7684\u57fa\u77f3\u3002 Cisco Networking Cloud \u662f\u7d71\u4e00\u7ba1\u7406\u9ad4\u9a57\u5e73\u53f0\uff0c\u53ef\u540c\u6642\u652f\u63f4\u672c\u5730\u548c\u96f2\u7aef\u904b\u7dad\u6a21\u5f0f\uff0c\u5f9e\u800c\u5927\u898f\u6a21\u5168\u9762\u7c21\u5316 IT \u7dad\u904b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u601d\u79d1\u8054\u5929\u4e0b \u4f5c\u8005\uff1aMurtaza Doctor      VP of Engineering\u00a0ThousandEyes \u300a2023 \u5e74\u5168\u7403\u7db2\u8def\u8da8\u52e2\u5831\u544a\u300b\u7cfb\u5217\u90e8\u843d\u683c\u6587\u7ae0\uff08\u56db\uff09 \u5206\u6563\u5f0f\u54e1\u5de5\u53ca\u5176\u4f7f\u7528\u7684\u5206\u6563\u5f0f\u61c9\u7528\u548c\u670d\u52d9\uff0c\u4f7f\u4f01\u696d\u7684\u7db2\u8def\u6a21\u5f0f\u767c\u751f\u4e86\u5de8\u5927\u7684\u6539\u8b8a\u3002 \u73fe\u5728\uff0c\u79c1\u6709\u96f2\u3001\u7db2\u969b\u7db2\u8def\u3001\u516c\u6709\u96f2\u3001\u591a\u96f2\u548c\u8edf\u9ad4\u5373\u670d\u52d9 (SaaS) \u7db2\u8def\u7b49\u8a31\u591a\u9023\u7dda\u7684\u767c\u8d77\u548c\u7d42\u6b62\u4f4d\u7f6e\u90fd\u5728\u50b3\u7d71\u7684\u4f01\u696d\u57fa\u790e\u67b6\u69cb\u4e4b\u5916\u3002 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