{"id":1194,"date":"2024-04-02T12:39:00","date_gmt":"2024-04-02T03:39:00","guid":{"rendered":"https:\/\/www.juniper-ne.jp\/blog\/?p=1194"},"modified":"2024-04-02T12:39:01","modified_gmt":"2024-04-02T03:39:01","slug":"network-ai-1","status":"publish","type":"post","link":"https:\/\/www.juniper-ne.jp\/blog\/trend\/network-ai-1.html","title":{"rendered":"\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u7ba1\u7406\u30fb\u904b\u7528\u306b\u304a\u3051\u308bAI\u306e\u6d3b\u7528"},"content":{"rendered":"\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AI\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4e2d\u5fc3\u3068\u3057\u305fIT\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u696d\u52d9\u3068\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u8fd1\u5e74\u6ce8\u76ee\u304c\u96c6\u307e\u308bAI\u304c\u3001\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u3084\u904b\u7528\u696d\u52d9\u306b\u304a\u3044\u3066\u3001\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3057\u3001\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u30923\u56de\u306b\u5206\u3051\u3066\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#AI\">\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068AI\u306e\u95a2\u4fc2<\/a><\/li><li><a href=\"#AI-2\">AI\u3068\u306f<\/a><ul><li><a href=\"#AI-3\">AI\u306e\u6982\u8981<\/a><\/li><li><a href=\"#AI-4\">AI\u306e\u5b9f\u73fe\u624b\u6bb5<\/a><\/li><li><a href=\"#i\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u6982\u8981<\/a><\/li><li><a href=\"#i-2\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09<\/a><\/li><li><a href=\"#AI-5\">\u751f\u6210AI\u3068\u306f<\/a><\/li><\/ul><\/li><li><a href=\"#AI-6\">\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u304a\u3051\u308bAI\u6280\u8853\u306e\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4f8b<\/a><ul><li><a href=\"#AI-7\">AI\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u30fb\u904b\u7528\u306e\u52b9\u7387\u5316<\/a><\/li><li><a href=\"#AI-8\">AI\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306e\u9ad8\u5ea6\u5316<\/a><\/li><\/ul><\/li><li><a href=\"#i-3\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n<h2><span id=\"AI\"><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068AI\u306e\u95a2\u4fc2<\/strong><\/span><\/h2>\n\n\n\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6280\u8853\u3068AI(\u4eba\u5de5\u77e5\u80fd)\u306b\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u95a2\u4fc2\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p>\u5b9f\u306f\u3001IT\u30a4\u30f3\u30d5\u30e9\u306e\u69cb\u7bc9\u3084\u904b\u7528\u3068AI\u306f\u3068\u3066\u3082\u76f8\u6027\u304c\u826f\u304f\u3001AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u69cb\u7bc9\u3084\u904b\u7528\u696d\u52d9\u3092\u3055\u3089\u306b\u52b9\u7387\u5316\u3001\u9ad8\u5ea6\u5316\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5206\u91ce\u306b\u304a\u3044\u3066AI\u306e\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u308b\u7406\u7531\u3082\u3042\u308a\u307e\u3059\u30021\u3064\u76ee\u306f\u3001\u5c11\u5b50\u9ad8\u9f62\u5316\u306e\u9032\u5c55\u306b\u3088\u308b\u50cd\u304d\u624b\u306e\u6e1b\u5c11\u306b\u4f34\u3044\u3001\u9ad8\u5ea6\u306a\u30b9\u30ad\u30eb\u3092\u6301\u3063\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u78ba\u4fdd\u304c\u96e3\u3057\u304f\u306a\u308b\u305f\u3081\u3067\u3059\u30022\u3064\u76ee\u306f\u3001\u4f01\u696d\u306b\u304a\u3044\u3066DX\u306a\u3069\u306e\u53d6\u308a\u7d44\u307f\u304c\u9032\u5c55\u3057\u3001\u3055\u307e\u3056\u307e\u306aIT\u30b7\u30b9\u30c6\u30e0\u304c\u5c0e\u5165\u3055\u308c\u305f\u3053\u3068\u3067\u3001IT\u62c5\u5f53\u8005\u306e\u696d\u52d9\u7bc4\u56f2\u304c\u5e83\u304c\u3063\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002\u4eba\u624b\u4e0d\u8db3\u306b\u52a0\u3048\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30af\u30e9\u30a6\u30c9\u3001IoT\u306a\u3069\u591a\u7a2e\u591a\u69d8\u306a\u30b7\u30b9\u30c6\u30e0\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u904b\u7528\u3092\u3059\u3079\u3066\u624b\u4f5c\u696d\u3067\u884c\u3046\u3053\u3068\u306f\u96e3\u3057\u304f\u3001AI\u306b\u3088\u308b\u81ea\u52d5\u5316\u3068\u30b5\u30dd\u30fc\u30c8\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3057\u3066\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3060\u3051\u3067\u306a\u304f\u3001IT\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u5168\u4f53\u3092\u5909\u9769\u3059\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u306e\u304c\u3001AIOps\u3067\u3059\u3002AIOps\u306b\u3064\u3044\u3066\u306f\u5f8c\u307b\u3069\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u304c\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AIOps\u3092\u8ef8\u306b\u3001\u7279\u306b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068AI\u304c\u7d44\u307f\u5408\u308f\u3055\u308b\u3053\u3068\u3067\u3001\u4f55\u304c\u5909\u308f\u308b\u304b\u3092\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2><span id=\"AI-2\"><strong>AI\u3068\u306f<\/strong><\/span><\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001AIOps\u306e\u307f\u306a\u3089\u305a\u3001\u8fd1\u5e74\u306e\u793e\u4f1a\u5168\u4f53\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u3001AI\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002AIOps\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u3001AI\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u6280\u8853\u304b\u3089\u6210\u308a\u7acb\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u3068\u3044\u3046\u3053\u3068\u306e\u5168\u4f53\u50cf\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3><span id=\"AI-3\"><strong>AI<\/strong><strong>\u306e\u6982\u8981<\/strong><\/span><\/h3>\n\n\n\n<p>AI\u3068\u306f\u306a\u306b\u304b\u3001\u3068\u3044\u3046\u3053\u3068\u306b\u3064\u3044\u3066\u306f\u69d8\u3005\u306a\u8b70\u8ad6\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u3053\u3067\u306f\u300c<strong>\u4eba\u9593\u306e\u77e5\u7684\u6a5f\u80fd\u306e\u4e00\u90e8\u3092\u5b9f\u73fe\u3059\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d7\u30ed\u30b0\u30e9\u30e0<\/strong>\u300d\u3068\u5b9a\u7fa9\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d3\u30b8\u30cd\u30b9\u306a\u3069\u306b\u304a\u3051\u308b\u8ab2\u984c\u89e3\u6c7a\u306bAI\u3092\u6d3b\u7528\u3057\u3088\u3046\u3068\u3044\u3046\u8a66\u307f\u304c\u3001\u3053\u308c\u307e\u3067\u306b\u4f55\u5ea6\u3082\u884c\u308f\u308c\u3066\u304d\u307e\u3057\u305f\u3002<br>1950\u5e74\u4ee3\u304b\u308960\u5e74\u4ee3\u306e\u7b2c\u4e00\u6b21\u30d6\u30fc\u30e0\u30011980\u5e74\u4ee3\u304b\u308990\u5e74\u4ee3\u306e\u7b2c\u4e8c\u6b21\u30d6\u30fc\u30e0\u3001\u305d\u3057\u30662010\u5e74\u4ee3\u304b\u3089\u73fe\u5728\u306b\u81f3\u308b\u7b2c\u4e09\u6b21\u30d6\u30fc\u30e0\u306b\u304a\u3044\u3066\u3001\u69d8\u3005\u306a\u6280\u8853\u306e\u958b\u767a\u3084\u5fdc\u7528\u4e8b\u4f8b\u304c\u751f\u307e\u308c\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u73fe\u5728\u306e\u751f\u6210AI\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u30d6\u30fc\u30e0\u306f\u3001\u4e00\u904e\u6027\u306e\u30d6\u30fc\u30e0\u3067\u306f\u306a\u304f\u3001\u4ed5\u4e8b\u3084\u751f\u6d3b\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u3082\u306e\u3068\u3057\u3066\u5b9a\u7740\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"\/blog\/wp-content\/uploads\/2024\/03\/network-ai-1-01-large.jpg\" alt=\"AI\u306e\u6982\u8981\" class=\"wp-image-1230\"\/><\/figure>\n\n\n\n<h3><span id=\"AI-4\"><strong>AI<\/strong><strong>\u306e\u5b9f\u73fe\u624b\u6bb5<\/strong><\/span><\/h3>\n\n\n\n<p>AI\u3092\u4f5c\u308b\u65b9\u6cd5\u306f\u5927\u307e\u304b\u306b2\u3064\u3042\u308a\u307e\u3059\u3002\u4e00\u3064\u76ee\u306f<strong>\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u3001\u3082\u3046\u4e00\u3064\u306f<strong>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img src=\"\/blog\/wp-content\/uploads\/2024\/03\/network-ai-1-02.png\" alt=\"AI\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\" class=\"wp-image-1231\"\/><figcaption>AI\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/figcaption><\/figure><\/div>\n\n\n\n<p><strong>\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u306f\u3001\u300c\u3053\u3046\u3044\u3046\u6761\u4ef6\u306e\u6642\u306b\u306f\u3053\u3046\u632f\u308b\u821e\u3046\u300d\u3068\u3044\u3046\u30eb\u30fc\u30eb\u3092\u4eba\u9593\u304c\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u3001\u767b\u9332\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/strong>\u3057\u304b\u3057\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u3042\u3089\u3086\u308b\u30b1\u30fc\u30b9\u3092\u60f3\u5b9a\u3057\u3066\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3057\u3001\u3053\u308c\u307e\u3067\u306b\u5b58\u5728\u3057\u306a\u3044\u30bf\u30a4\u30d7\u306e\u554f\u984c\u3001\u4f8b\u3048\u3070\u672a\u77e5\u306e\u30a6\u30a4\u30eb\u30b9\u306e\u632f\u308b\u821e\u3044\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u306f\u96e3\u3057\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305fAI\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3><span id=\"i\"><strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u6982\u8981<\/strong><\/span><\/h3>\n\n\n\n<p><strong>\u6a5f\u68b0\u5b66\u7fd2(Machine Learning)\u3068\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u542b\u307e\u308c\u308b\u30d1\u30bf\u30fc\u30f3(\u95a2\u4fc2\u6027)\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u81ea\u8eab\u304c\u767a\u898b\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/strong>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u898b\u3064\u3051\u305f\u30d1\u30bf\u30fc\u30f3\u306e\u3053\u3068\u3092\u30e2\u30c7\u30eb\u3068\u8a00\u3044\u307e\u3059\u3002\u5b66\u7fd2(\u30e2\u30c7\u30eb\u4f5c\u6210)\u306e\u4ed5\u65b9\u306f\u5927\u304d\u304f3\u3064\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001\u5f37\u5316\u5b66\u7fd2\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li><strong>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/strong>\uff1a\u30c7\u30fc\u30bf\u3092\u76ee\u7684\u5909\u6570\u3068\u8aac\u660e\u5909\u6570\u3068\u3044\u3046\u5f79\u5272\u306b\u5206\u3051\u3001\u8aac\u660e\u5909\u6570\u306e\u5909\u52d5\u3067\u76ee\u7684\u5909\u6570\u306e\u5024\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/li><li><strong>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<\/strong>\uff1a\u30c7\u30fc\u30bf\u9593\u306e\u985e\u4f3c\u5ea6\u3092\u3082\u3068\u306b\u3001\u4f3c\u305f\u30c7\u30fc\u30bf\u3069\u3046\u3057\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u8cfc\u8cb7\u5c65\u6b74\u3092\u3082\u3068\u306b\u3001\u4f3c\u305f\u8cfc\u8cb7\u50be\u5411\u306e\u9867\u5ba2\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li><li><strong>\u5f37\u5316\u5b66\u7fd2<\/strong>\uff1a\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u632f\u308b\u821e\u3044\u306b\u5831\u916c\u307e\u305f\u306f\u7f70\u5247\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u6700\u9069\u306a\u884c\u52d5\u3092\u5f90\u3005\u306b\u5b66\u7fd2\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<p>\u3053\u308c\u30893\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u4e2d\u3067\u3001\u3055\u3089\u306b\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u304b\u3068\u3044\u3046\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u8907\u6570\u3042\u308a\u307e\u3059\u3002\u4eca\u56de\u306f\u8a73\u3057\u304f\u306f\u89e6\u308c\u307e\u305b\u3093\u304c\u3001\u4eba\u9593\u306e\u8133\u306e\u69cb\u9020\u3092\u6a21\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u8868\u73fe\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u3044\u3046\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3><span id=\"i-2\"><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09<\/strong><\/span><\/h3>\n\n\n\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u4eba\u9593\u306e\u8133\u795e\u7d4c\u7cfb\u306e\u4ed5\u7d44\u307f\u3092\u6a21\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3001\u3088\u308a\u8907\u96d1\u3067\u300c\u6df1\u3044\u300d\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3057\u305f\u3082\u306e\u304c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u3067\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3053\u308c\u307e\u3067\u6271\u3044\u304c\u96e3\u3057\u304b\u3063\u305f\u753b\u50cf\u3084\u97f3\u58f0\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u306a\u3069\u3082\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6271\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"\/blog\/wp-content\/uploads\/2024\/03\/network-ai-1-03-large.jpg\" alt=\"\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\" class=\"wp-image-1232\"\/><\/figure>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u304c\u4e00\u6c17\u306b\u9032\u5c55\u3057\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u5b66\u7fd2\u3057\u305f\u6210\u679c\u304c\u3001\u73fe\u5728\u6700\u3082\u6ce8\u76ee\u3055\u308c\u308b\u751f\u6210AI\u3067\u3059\u3002<\/p>\n\n\n\n<h3><span id=\"AI-5\"><strong>\u751f\u6210AI\u3068\u306f<\/strong><\/span><\/h3>\n\n\n\n<p>\u751f\u6210AI(Generative AI)\u306e\u80cc\u5f8c\u306b\u306f\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5b66\u7fd2\u3057\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u304c\u3042\u308a\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM\uff1aLarge Language Model)\u3068\u547c\u3070\u308c\u307e\u3059\u3002LLM\u306f\u3001\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u4e00\u7a2e\u3067\u3001\u4e0e\u3048\u3089\u308c\u305f\u6587\u5b57\u5217\u304b\u3089\u300c\u6b21\u306b\u6765\u308b\u5358\u8a9e\u300d\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3092\u7e70\u308a\u8fd4\u3057\u3001\u6587\u7ae0\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>LLM\u3092\u4f7f\u3044\u3084\u3059\u3044\u30c1\u30e3\u30c3\u30c8\u306e\u5f62\u3067\u5b9f\u88c5\u3057\u305f\u306e\u304c\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u751f\u6210AI\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u751f\u6210AI\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306a\u304f\u753b\u50cf\u30fb\u52d5\u753b\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u3001\u69d8\u3005\u306a\u6a5f\u5668\u306e\u8a2d\u5b9a\u30b3\u30de\u30f3\u30c9\u306a\u3069\u3082\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6307\u793a\u306e\u4ed5\u65b9\u306b\u3088\u3063\u3066\u306f\u3001\u753b\u50cf\u30fb\u52d5\u753b\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u3042\u308b\u6a5f\u5668\u3068\u3057\u3066\u632f\u308b\u821e\u308f\u305b\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img src=\"\/blog\/wp-content\/uploads\/2024\/03\/network-ai-1-04-large.jpg\" alt=\"\u751f\u6210AI\u3068\u306f\" class=\"wp-image-1233\"\/><\/figure>\n\n\n\n<p>\u3053\u3053\u307e\u3067AI\u306e\u6b74\u53f2\u3084\u6982\u8981\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3053\u3053\u304b\u3089\u306f\u751f\u6210AI\u3092\u306f\u3058\u3081\u3068\u3057\u305fAI\u6280\u8853\u304c\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4e2d\u5fc3\u3068\u3057\u305fIT\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3001\u904b\u7528\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3059\u306e\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2><span id=\"AI-6\"><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u304a\u3051\u308bAI\u6280\u8853\u306e\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4f8b<\/strong><\/span><\/h2>\n\n\n\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u7bc9\u3084\u904b\u7528\u306b\u304a\u3044\u3066\u3001AI\u6280\u8853\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7528\u9014\u3067\u306e\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li>\u751f\u6210AI\u306e\u6d3b\u7528\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u3084\u904b\u7528\u306e\u52b9\u7387\u5316<\/li><li>\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306e\u9ad8\u5ea6\u5316<\/li><li>\u751f\u6210AI\u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f37\u5316<\/li><li>\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u3088\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8ca0\u8377\u306e\u4f4e\u6e1b<\/li><\/ul>\n\n\n\n<p>\u306a\u304a\u3001\u3053\u306e\u3088\u3046\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u542b\u3081\u305fIT\u904b\u7528\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u53d6\u308a\u7d44\u307f\u3092\u3001AIOps\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>AIOps\u306f\u3001Artificial Intelligence for IT Operation(IT\u904b\u7528\u306e\u305f\u3081\u306e\u4eba\u5de5\u77e5\u80fd)\u307e\u305f\u306fAlgorithmic IT Operations(\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u305fIT\u904b\u7528)\u3068\u3044\u3046\u8a00\u8449\u306e\u7565\u79f0\u3067\u3001IT\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u3092\u81ea\u52d5\u5316\u3001\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u6280\u8853\u3092\u5fdc\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img src=\"\/blog\/wp-content\/uploads\/2024\/03\/network-ai-1-05.png\" alt=\"\" class=\"wp-image-1234\"\/><figcaption>AIOps\u306e\u30a4\u30e1\u30fc\u30b8<\/figcaption><\/figure><\/div>\n\n\n\n<p>AIOps\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u5206\u6790\u3057\u3001\u305d\u3053\u3067\u5f97\u305f\u77e5\u8b58\u3092\u3082\u3068\u306b\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u691c\u77e5\u3084\u5bfe\u51e6\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u6700\u9069\u5316\u306a\u3069\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u696d\u754c\u5927\u624b\u306eJuniper Networks\u3082\u3001AIOps\u306b\u5bfe\u5fdc\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3057\u3001\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002Juniper Networks\u306eAIOps\u306f\u3001\u7121\u7dda\u3001\u6709\u7dda\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5168\u9818\u57df\u3067\u3001\u904b\u7528\u3092\u7c21\u7d20\u5316\u30fb\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Juniper Networks\u306eAIOps\u306b\u95a2\u3059\u308b\u53d6\u308a\u7d44\u307f\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/www.juniper.net\/jp\/ja\/research-topics\/what-is-aiops.html\">AIOps\u3068\u306f\uff1f<\/a><\/li><li><a href=\"https:\/\/www.juniper.net\/jp\/ja\/solutions\/artificial-intelligence-for-it-operations-aiops.html\">IT\u904b\u7528\u306e\u305f\u3081\u306e\u4eba\u5de5\u77e5\u80fd\uff08AIOps\uff09\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/a><\/li><li><a href=\"https:\/\/blogs.juniper.net\/ja-jp\/japanese-blog\/why-aiops-matters-jp\">AIOps\u304c\u91cd\u8981\u306a\u7406\u7531<\/a><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3053\u3053\u304b\u3089\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u304a\u3044\u3066AI\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u5177\u4f53\u7684\u306a\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3><span id=\"AI-7\"><strong>AI\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u30fb\u904b\u7528\u306e\u52b9\u7387\u5316<\/strong><\/span><\/h3>\n\n\n\n<p>AIOps\u3067\u306f\u3001AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3088\u308a\u9ad8\u5ea6\u3067\u52b9\u7387\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u30fb\u904b\u7528\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u307e\u305a\u3001\u751f\u6210AI\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u4f5c\u696d\u304c\u3088\u308a\u52b9\u7387\u7684\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><strong>\u751f\u6210AI\u306b\u3088\u308b\u5404\u7a2e\u6a5f\u5668\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210<\/strong><br>\u524d\u8ff0\u306e\u3088\u3046\u306b\u3001ChatGPT\u306a\u3069\u306e\u751f\u6210AI\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u591a\u6570\u306e\u30c7\u30fc\u30bf(\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u7b49)\u3092\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4f8b\u3048\u3070\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6a5f\u5668\u306e\u8a2d\u5b9a(Config\uff1a\u30b3\u30f3\u30d5\u30a3\u30b0)\u306a\u3069\u306b\u3064\u3044\u3066\u3082\u3001\u4ed5\u69d8\u3084\u5236\u7d04\u306a\u3069\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u307e\u307e\u5229\u7528\u53ef\u80fd\u306a\u51fa\u529b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u5b9f\u969b\u306b\u3001\u524d\u51fa\u306eJuniper Networks\u88fd\u54c1\u306eOS\u3067\u3042\u308bJunos\u306e\u8a2d\u5b9a\u30b3\u30de\u30f3\u30c9\u3092\u51fa\u529b\u3059\u308b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002ChatGPT\u306a\u3069\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6307\u793a(\u30d7\u30ed\u30f3\u30d7\u30c8)\u3092\u4e0e\u3048\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>Juniper EX4300\u3067\u3001VLAN ID 10\u306820\u306e2\u3064\u306eVLAN\u3092\u4f5c\u6210\u3059\u308b\u8a2d\u5b9a\u3092\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3059\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"has-background\" style=\"background-color:#eeeeee\">Juniper EX4300\u3067VLAN ID 10\u306820\u306e2\u3064\u306eVLAN\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br><br>set vlans VLAN10 vlan-id 10<br>set vlans VLAN20 vlan-id 20<br><br>\u4e0a\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u305d\u308c\u305e\u308cVLAN ID 10\u306820\u3092\u6301\u3064VLAN\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002VLAN\u306e\u540d\u524d\u306f`VLAN10`\u3068`VLAN20`\u3068\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u4efb\u610f\u306e\u540d\u524d\u306b\u5909\u66f4\u53ef\u80fd\u3067\u3059\u3002\u8a2d\u5b9a\u3092\u53cd\u6620\u3055\u305b\u308b\u306b\u306f\u3001\u6700\u5f8c\u306b`commit`\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br><br>commit<br><br>\u3053\u308c\u3067\u3001VLAN ID 10\u306820\u306e2\u3064\u306eVLAN\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u6975\u3081\u3066\u30b7\u30f3\u30d7\u30eb\u306a\u4f8b\u3092\u6319\u3052\u307e\u3057\u305f\u304c\u3001\u751f\u6210AI\u306fJuniper\u88fd\u54c1\u3084\u4ed6\u793e\u88fd\u54c1\u306e\u64cd\u4f5c\u306b\u3064\u3044\u3066\u3082\u5b66\u7fd2\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8a72\u5f53\u88fd\u54c1\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u3001\u4ed5\u69d8\u66f8\u3084\u8a2d\u8a08\u66f8\u3092\u3082\u3068\u306b\u6b63\u3057\u3044\u8a2d\u5b9a\u3092\u884c\u3046\u305f\u3081\u306e\u30b3\u30de\u30f3\u30c9\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u4ed5\u69d8\u66f8\u306b\u6cbf\u3063\u3066\u8a2d\u5b9a\u3092\u884c\u3063\u305f\u5834\u5408\u306b\u751f\u3058\u5f97\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u6027\u80fd\u9762\u3067\u306e\u30ea\u30b9\u30af\u306b\u3064\u3044\u3066\u3082\u3001\u751f\u6210AI\u306b\u30ec\u30d3\u30e5\u30fc\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8a2d\u8a08\u30df\u30b9\u3084\u8003\u616e\u6f0f\u308c\u306a\u3069\u306b\u3088\u308b\u30c8\u30e9\u30d6\u30eb\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u7d50\u679c\u306b\u3088\u3063\u3066\u306f\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5834\u5408\u3082\u3042\u308b\u305f\u3081\u3001100\uff05\u4fe1\u7528\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u53c2\u8003\u7a0b\u5ea6\u306b\u3068\u3069\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u751f\u6210AI\u306b\u3088\u308b\u904b\u7528\u95a2\u9023\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u691c\u7d22<\/strong><br>\u751f\u6210AI\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u793e\u5185\u306e\u30ed\u30fc\u30ab\u30eb\u306a\u6587\u66f8\u3001\u30c7\u30fc\u30bf\u3092\u60c5\u5831\u6e90\u3068\u3057\u3066\u6271\u3046\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001Microsoft 365\u3067\u63d0\u4f9b\u3055\u308c\u308b\u201cCopilot for Microsoft 365\u201d\u3067\u306f\u3001\u793e\u5185\u306b\u5b58\u5728\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u3059\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u9069\u5207\u306a\u5834\u6240\u306b\u914d\u7f6e\u3059\u308c\u3070\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7279\u6709\u306e\u4e8b\u67c4\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u3082\u6b63\u78ba\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u306e\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u77e5\u308a\u305f\u3044\u60c5\u5831\u304c\u3069\u3053\u306e\u30d5\u30a9\u30eb\u30c0\u30fc\u306e\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u3044\u3066\u3042\u308b\u304b\u63a2\u3059\u3088\u3046\u306a\u3053\u3068\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u4ed6\u306b\u3082\u3001\u4f8b\u3048\u3070\u5f8c\u304b\u3089\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53c2\u52a0\u3057\u305f\u30e1\u30f3\u30d0\u30fc\u304c\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u3092\u7d20\u65e9\u304f\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3><span id=\"AI-8\"><strong><strong>AI\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306e\u9ad8\u5ea6\u5316<\/strong><\/strong><\/span><\/h3>\n\n\n\n<p>\u6b21\u306b\u3001AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3055\u307e\u3056\u307e\u306a\u30ea\u30b9\u30af\u3092\u3088\u308a\u65e9\u304f\u3001\u6b63\u78ba\u306b\u691c\u77e5\u3057\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30ed\u30b0\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u5fc5\u8981\u6027<\/strong><br>\u4f55\u3088\u308a\u91cd\u8981\u306a\u306e\u306f\u3001AI\u306b\u5224\u65ad\u3055\u305b\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5f93\u6765\u304b\u3089\u3001\u904b\u7528\u7ba1\u7406\u306e\u305f\u3081\u306b\u69d8\u3005\u306a\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u84c4\u7a4d\u3057\u3066\u3044\u307e\u3059\u304c\u3001AI\u306f\u30c7\u30fc\u30bf\u306e\u91cf\u304c\u591a\u3044\u307b\u3069\u3001\u305d\u3057\u3066\u7d30\u304b\u3044\u307b\u3069\u6b63\u78ba\u306b\u5224\u65ad\u3001\u4e88\u6e2c\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u4eca\u5f8c\u306f\u3088\u308a\u8a73\u7d30\u3067\u9ad8\u983b\u5ea6\u306a\u30ed\u30b0\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001AI\u306f\u8907\u6570\u306e\u6a5f\u5668\u3067\u767a\u751f\u3059\u308b\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3068\u3057\u3066\u306e\u30ea\u30b9\u30af\u3084\u7570\u5e38\u3092\u767a\u898b\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30ed\u30b0\u3092\u7d71\u5408\u3057\u3066\u4e00\u7b87\u6240\u306b\u84c4\u7a4d\u3059\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u969b\u3001\u4ee5\u524d\u304b\u3089\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u306b\u3001fluentd\u304c\u3042\u308a\u307e\u3059\u3002fluentd\u306f\u3001\u591a\u6570\u306e\u88fd\u54c1\u3001\u30b5\u30fc\u30d3\u30b9\u306b\u5bfe\u5fdc\u3057\u305f\u30ed\u30b0\u53ce\u96c6\u30fb\u7d71\u5408\u30c4\u30fc\u30eb\u3067\u3001Juniper\u88fd\u54c1\u3082fluentd\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001Junos Telemetry Interface(JTI)\u3092\u901a\u3058\u3066\u3001\u6a5f\u5668\u306e\u30ed\u30b0\u3092JSON\u306a\u3069\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u53ce\u96c6\u3001\u84c4\u7a4d\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u3001\u3044\u304f\u3064\u304b\u306efluentd\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/www.juniper.net\/documentation\/jp\/ja\/software\/junos\/interfaces-telemetry\/topics\/concept\/jti-opensource-plugins.html\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u30b3\u30ec\u30af\u30bf\u5411\u3051JTI\u30d7\u30e9\u30b0\u30a4\u30f3<\/a><\/li><\/ul>\n\n\n\n<p><strong>AI\u306b\u3088\u308b\u7570\u5e38\u691c\u77e5<\/strong><br>\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7570\u5e38\u691c\u77e5\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u306f\u8907\u6570\u3042\u308a\u307e\u3059\u304c\u3001\u4f8b\u3048\u3070\u3001\u73fe\u5728\u554f\u984c\u306a\u304f\u7a3c\u50cd\u3057\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b0\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001\u6a5f\u5668\u306e\u6e29\u5ea6\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u901a\u4fe1\u91cf\u306a\u3069\u306e\u300c\u6b63\u5e38\u306a\u7bc4\u56f2\u300d\u3092AI\u306b\u7406\u89e3\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u4eca\u5f8c\u305d\u306e\u7bc4\u56f2\u304b\u3089\u5916\u308c\u308b\u3088\u3046\u306a\u7570\u5e38\u5024\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u3001\u3044\u3061\u65e9\u304f\u305d\u308c\u3092\u691c\u77e5\u3057\u3001\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img src=\"\/blog\/wp-content\/uploads\/2024\/03\/network-ai-1-06.png\" alt=\"AI\u306b\u3088\u308b\u7570\u5e38\u691c\u77e5\" class=\"wp-image-1235\"\/><figcaption>\u7570\u5e38\u691c\u77e5\u306e\u30a4\u30e1\u30fc\u30b8 \u7570\u5e38\u5024\u3092\u691c\u77e5\u3057\u3001\u8d64\u3044\u70b9\u3067\u793a\u3057\u3066\u3044\u308b<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u7570\u5e38\u691c\u77e5\u306e\u4ed5\u7d44\u307f\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u5927\u304d\u306a\u30c8\u30e9\u30d6\u30eb\u306b\u3064\u306a\u304c\u308b\u4e88\u5146\u306b\u65e9\u3044\u6bb5\u968e\u3067\u6c17\u3065\u304d\u3001\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u5b9f\u969b\u306b\u969c\u5bb3\u304c\u767a\u751f\u3057\u3066\u304b\u3089\u306e\u5bfe\u5fdc\u3067\u306f\u306a\u304f\u3001\u4e88\u9632\u7684\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u7a3c\u50cd\u7387\u3092\u4e0a\u3052\u3001\u5b89\u5b9a\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2><span id=\"i-3\"><strong>\u307e\u3068\u3081<\/strong><\/span><\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068AI\u6280\u8853\u306e\u95a2\u4fc2\u3068\u3001\u305d\u306e\u57fa\u790e\u3068\u306a\u308bAI\u306b\u3064\u3044\u3066\u306e\u6982\u8981\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u7bc9\u3084\u904b\u7528\u306bAI\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u5b9f\u73fe\u3067\u304d\u308b\u4e8b\u4f8b\u3068\u3057\u3066\u3001\u904b\u7528\u306e\u52b9\u7387\u5316\u3001\u9ad8\u5ea6\u5316\u306b\u3064\u3044\u3066\u5177\u4f53\u7684\u306b\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u6b21\u56de\u306f\u3001AI\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6280\u8853\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u3001<a rel=\"noreferrer noopener\" href=\"\/blog\/trend\/network-ai-2.html\" target=\"_blank\">AI\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u53ca\u307c\u3059\u5f71\u97ff\u3068\u5909\u5316<\/a>\u3068<a href=\"\/blog\/trend\/network-ai-3.html\">IoT\u3068\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u53ca\u307c\u3059\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3078\u306e\u5f71\u97ff<\/a>\u3092\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AI\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4e2d\u5fc3\u3068\u3057\u305fIT\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u696d\u52d9\u3068\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u8fd1\u5e74\u6ce8\u76ee\u304c\u96c6\u307e\u308bAI\u304c\u3001\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u3084\u904b\u7528\u696d\u52d9\u306b\u304a\u3044\u3066\u3001\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3057\u3001\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u30923\u56de\u306b\u5206\u3051\u3066\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002  [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1190,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"_links":{"self":[{"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/posts\/1194"}],"collection":[{"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/comments?post=1194"}],"version-history":[{"count":1,"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/posts\/1194\/revisions"}],"predecessor-version":[{"id":1195,"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/posts\/1194\/revisions\/1195"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/media\/1190"}],"wp:attachment":[{"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/media?parent=1194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/categories?post=1194"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.juniper-ne.jp\/blog\/wp-json\/wp\/v2\/tags?post=1194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}