{"id":40531,"date":"2026-10-23T13:00:43","date_gmt":"2026-10-23T13:00:43","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=40531"},"modified":"2026-10-23T13:00:43","modified_gmt":"2026-10-23T13:00:43","slug":"ai-workload-placement-how-enterprises-are-deciding-what-runs-in-the-cloud-edge-and-data-center","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/ai\/ai-workload-placement-how-enterprises-are-deciding-what-runs-in-the-cloud-edge-and-data-center\/","title":{"rendered":"AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u914d\u7f6e\uff1a\u4f01\u696d\u304c\u30af\u30e9\u30a6\u30c9\u3001\u30a8\u30c3\u30b8\u3001\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306e\u3069\u3053\u3067\u5b9f\u884c\u3059\u308b\u304b\u3092\u3069\u306e\u3088\u3046\u306b\u6c7a\u5b9a\u3057\u3066\u3044\u308b\u304b"},"content":{"rendered":"

\u4f01\u696d\u306eAI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u7acb\u3061\u4e0a\u3052\u308b\u969b\u3001\u30b3\u30b9\u30c8\u3001\u901f\u5ea6\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u3044\u3063\u305f\u8981\u4ef6\u304c\u3059\u3079\u3066\u76f8\u53cd\u3059\u308b\u65b9\u5411\u3092\u5411\u3044\u3066\u3044\u308b\u5834\u5408\u3001\u3069\u3053\u3067\u5b9f\u884c\u3059\u3079\u304d\u3060\u308d\u3046\u304b\u3002 AI\u3092\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u304b\u3089\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u904e\u7a0b\u3067\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u898b\u843d\u3068\u3057\u304c\u3061\u306a\u554f\u984c\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u3002\u30e2\u30c7\u30eb\u81ea\u4f53\u306f\u6a5f\u80fd\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u305d\u308c\u3092\u5b9f\u884c\u3059\u308b\u30a8\u30f3\u30b8\u30f3\u306b\u3088\u3063\u3066\u306f\u3001\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u3063\u305f\u308a\u3001\u51e6\u7406\u304c\u9045\u304f\u306a\u3063\u305f\u308a\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u4e0d\u53ef\u80fd\u306b\u306a\u3063\u305f\u308a\u3059\u308b\u306e\u3060\u3002.<\/p>

Google Cloud\u304c2026\u5e747\u6708\u306b\u5b9f\u65bd\u3057\u305f\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001 83%<\/a> \u8abf\u67fb\u5bfe\u8c61\u3068\u306a\u3063\u305fIT\u90e8\u9580\u306e\u4e0a\u7d1a\u610f\u601d\u6c7a\u5b9a\u8005\u306e\u3046\u3061\u3001\u73fe\u5728\u306e\u30a4\u30f3\u30d5\u30e9\u304c\u5b9f\u904b\u7528\u30ec\u30d9\u30eb\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3066\u3044\u306a\u3044\u3068\u7b54\u3048\u305f\u3002\u554f\u984c\u306f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3001\u30a8\u30c3\u30b8\u306e\u8981\u4ef6\u306e\u3069\u308c\u3092\u9078\u629e\u3059\u3079\u304d\u304b\u3092\u3069\u3046\u5224\u65ad\u3059\u308b\u304b\u3060\u3002.<\/p>

AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30b9\u30da\u30af\u30c8\u30eb\u3092\u7406\u89e3\u3059\u308b<\/h3>

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\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u9ad8\u6027\u80fd\u306aGPU\u3084TPU\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u3001 high-bandwidth<\/a> \u901a\u4fe1\u30c1\u30e3\u30cd\u30eb\u306b\u52a0\u3048\u3001\u5927\u898f\u6a21\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u30e2\u30c7\u30eb\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u66f4\u65b0\u3059\u308b\u305f\u3081\u306e\u5341\u5206\u306a\u8a08\u7b97\u80fd\u529b\u3082\u5fc5\u8981\u3068\u306a\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u8ca0\u8377\u306e\u9ad8\u3044\u51e6\u7406\u306f\u3001\u96c6\u4e2d\u578b\u306e\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u3084\u5c02\u7528\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u4e0a\u3067\u5b9f\u884c\u3067\u304d\u308b\u3002.<\/p>

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\u4eca\u65e5\u306eAI\u306e\u6d3b\u8e8d\u306e\u5834<\/h3>

AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u9069\u5207\u306a\u914d\u7f6e\u5148\u3092\u9078\u3076\u305f\u3081\u306e\u9375\u306f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u5b9f\u884c\u3055\u308c\u308b\u74b0\u5883\u306e\u6a5f\u80fd\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306b\u3042\u308b\u3002\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3001\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u5229\u70b9\u3092\u6301\u30643\u3064\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u74b0\u5883\u3067\u3042\u308a\u3001\u4f01\u696d\u306eAI\u6226\u7565\u306b\u304a\u3044\u3066\u305d\u308c\u305e\u308c\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p>

1. \u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\uff1a\u4fca\u654f\u6027\u3068\u7121\u9650\u306e\u62e1\u5f35\u6027<\/h4>

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2. \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\uff1a\u7ba1\u7406\u3001\u30b3\u30b9\u30c8\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/h4>

\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306f\u3001\u4f01\u696d\u304c\u81ea\u793e\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30c7\u30fc\u30bf\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u3001\u304a\u3088\u3073\u904b\u7528\u74b0\u5883\u3092\u76f4\u63a5\u7ba1\u7406\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u307e\u305f\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u6295\u8cc7\u3092\u6b63\u5f53\u5316\u3067\u304d\u308b\u307b\u3069\u306e\u51e6\u7406\u91cf\u304c\u3042\u308b\u3001\u4e88\u6e2c\u53ef\u80fd\u3067\u7d99\u7d9a\u7684\u306a\u63a8\u8ad6\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u3082\u9069\u3057\u3066\u3044\u308b\u3002 \u307e\u305f\u3001\u4f01\u696d\u306f\u7ba1\u7406\u3055\u308c\u305f\u74b0\u5883\u4e0b\u3067\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u4fe1\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308b\u3002.<\/p>

\u30b3\u30b9\u30c8\u3068\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u8a08\u7b97\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3002\u4e00\u65b9\u3067 \u30af\u30e9\u30a6\u30c9<\/a> \u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u5206\u5358\u4f4d\u3084\u6642\u9593\u5358\u4f4d\u3067\u8ab2\u91d1\u3055\u308c\u308b\u304c\u3001GPU\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6a5f\u5668\u3001\u30b7\u30b9\u30c6\u30e0\u30a4\u30f3\u30d5\u30e9\u306e\u8cfc\u5165\u306f\u8cc7\u672c\u96c6\u7d04\u7684\u306a\u6295\u8cc7\u3067\u3042\u308a\u3001\u904b\u7528\u30b3\u30b9\u30c8\u306f\u4e88\u6e2c\u53ef\u80fd\u3067\u3001\u30af\u30e9\u30a6\u30c9\u306e\u8ab2\u91d1\u4f53\u7cfb\u3088\u308a\u3082\u4e8b\u524d\u306b\u898b\u901a\u3057\u304c\u7acb\u3066\u3084\u3059\u3044\u5834\u5408\u304c\u3042\u308b\u3002\u3082\u3063\u3068\u3082\u3001\u3053\u308c\u306f\u5229\u7528\u7387\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u66f4\u65b0\u30b5\u30a4\u30af\u30eb\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u30b3\u30b9\u30c8\u3001\u5fc5\u8981\u306a\u4eba\u54e1\u6570\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u3002 \u672a\u4f7f\u7528\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306f\u83ab\u5927\u306a\u30b3\u30b9\u30c8\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u8a2d\u8a08\u4e0a\u306e\u5bb9\u91cf\u5236\u9650\u304c\u6210\u9577\u306e\u59a8\u3052\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308b\u3002\u898f\u5236\u4e0a\u306e\u554f\u984c\u306b\u3088\u308a\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u306e\u4fdd\u6709\u304c\u3088\u308a\u5fc5\u8981\u3068\u306a\u308b\u5834\u5408\u3055\u3048\u3042\u308b\u304c\u3001\u3060\u304b\u3089\u3068\u3044\u3063\u3066\u3059\u3079\u3066\u3092\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u30db\u30b9\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002.<\/p>

3. The Edge\uff1a\u8d85\u4f4e\u9045\u5ef6\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30a2\u30af\u30b7\u30e7\u30f3<\/h4>

\u30a8\u30c3\u30b8\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u610f\u601d\u6c7a\u5b9a\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308a\u8fd1\u3044\u5834\u6240\u3067\u4eba\u5de5\u77e5\u80fd\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5de5\u5834\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u3001\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3001\u7523\u696d\u7528IoT\u3001\u7269\u7406\u74b0\u5883\u306b\u57fa\u3065\u304f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u5206\u91ce\u3067\u6d3b\u7528\u3067\u304d\u308b\u3002\u30a8\u30c3\u30b8\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u5199\u771f\u3084\u6e2c\u5b9a\u5024\u3092\u4e00\u3064\u3072\u3068\u3064\u30af\u30e9\u30a6\u30c9\u30b7\u30b9\u30c6\u30e0\u306b\u8ee2\u9001\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002.<\/p>

\u751f\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u3078\u306e\u4f9d\u5b58\u5ea6\u3092\u4f4e\u6e1b\u3057\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u91cf\u3092\u524a\u6e1b\u3067\u304d\u308b\u3002\u3055\u3089\u306b\u3001\u3053\u306e\u624b\u6cd5\u306f\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3001\u3042\u308b\u3044\u306f\u63a5\u7d9a\u304c\u306a\u3044\u74b0\u5883\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u3002\u30a8\u30a2\u30ae\u30e3\u30c3\u30d7\u74b0\u5883\u3067\u306f\u3001\u5fc5\u8981\u306a\u30e2\u30c7\u30eb\u3001\u30c7\u30fc\u30bf\u3001\u30a4\u30f3\u30d5\u30e9\u304c\u30ed\u30fc\u30ab\u30eb\u306b\u5b58\u5728\u3059\u308c\u3070\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u306a\u304f\u30ed\u30fc\u30ab\u30eb\u63a8\u8ad6\u3092\u5b9f\u884c\u3067\u304d\u308b\u3002 \u305f\u3060\u3057\u3001\u30a8\u30c3\u30b8\u30a4\u30f3\u30d5\u30e9\u306f\u96c6\u4e2d\u578b\u30a4\u30f3\u30d5\u30e9\u306b\u6bd4\u3079\u3066\u6f14\u7b97\u80fd\u529b\u3001\u30e1\u30e2\u30ea\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5236\u7d04\u6761\u4ef6\u3082\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u3053\u308c\u306f\u3001\u4f01\u696d\u304c\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3001\u7cbe\u5ea6\u3001\u66f4\u65b0\u983b\u5ea6\u3001\u304a\u3088\u3073\u30a8\u30c3\u30b8\u5074\u306e\u6f14\u7b97\u80fd\u529b\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002.<\/p>

AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u6c7a\u5b9a\u30de\u30c8\u30ea\u30c3\u30af\u30b9<\/h3>

\u307e\u305a\u306f4\u3064\u306e\u8cea\u554f\u304b\u3089\u59cb\u307e\u308b\u3002\u3053\u308c\u3089\u306f\u3001IT\u30ea\u30fc\u30c0\u30fc\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30b3\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30a4\u30f3\u30d5\u30e9\u3092\u7ba1\u7406\u3059\u308b\u4e0a\u3067\u5f79\u7acb\u3064\u3002.<\/p>

    \n
  1. \u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u6027\u306f\u3069\u306e\u7a0b\u5ea6\u304b\u3001\u307e\u305f\u30c7\u30fc\u30bf\u306e\u79fb\u52d5\u306f\u5bb9\u6613\u304b\u3002<\/strong><\/li>\n<\/ol>

    \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5834\u5408\u3001\u8ee2\u9001\u306b\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u3001\u6642\u9593\u3082\u304b\u304b\u308b\u3002\u30c7\u30fc\u30bf\u306e\u4e3b\u6a29\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306b\u95a2\u3057\u3066\u306f\u3001\u30aa\u30f3\u30b5\u30a4\u30c8\u307e\u305f\u306f\u627f\u8a8d\u3055\u308c\u305f\u5834\u6240\u3067\u306e\u4fdd\u7ba1\u304c\u5fc5\u8981\u3068\u306a\u308b\u5834\u5408\u304c\u3042\u308b\u3002\u3053\u308c\u306fHIPAA\u3084GDPR\u306b\u304a\u3051\u308b\u8981\u4ef6\u3067\u306f\u306a\u3044\u3002\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u6027\u3084\u898f\u5236\u3001\u9045\u5ef6\u3001\u63a5\u7d9a\u6027\u3001\u904b\u7528\u30a2\u30af\u30bb\u30b9\u3001\u304a\u3088\u3073\u8010\u969c\u5bb3\u6027\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u3066\u3044\u308b\u3002.<\/p>

      \n
    1. AI\u306f\u3069\u306e\u304f\u3089\u3044\u306e\u901f\u3055\u3067\u56de\u7b54\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\uff1f<\/strong><\/li>\n<\/ol>

      \u969c\u5bb3\u306e\u7279\u5b9a\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u5236\u5fa1\u3001\u3042\u308b\u3044\u306f\u6570\u30df\u30ea\u79d2\u4ee5\u5185\u306b\u30bb\u30f3\u30b5\u30fc\u5165\u529b\u306b\u5fdc\u7b54\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u306f\u3001\u30a8\u30c3\u30b8\u63a8\u8ad6\u304c\u7528\u3044\u3089\u308c\u308b\u3002\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u884c\u3046\u3053\u3068\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u9045\u5ef6\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u305d\u308c\u307b\u3069\u53b3\u3057\u3044\u9045\u5ef6\u8981\u4ef6\u304c\u306a\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3064\u3044\u3066\u306f\u3001\u30af\u30e9\u30a6\u30c9\u3084\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u51e6\u7406\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3060\u3002.<\/p>

        \n
      1. \u9700\u8981\u306f\u3069\u306e\u7a0b\u5ea6\u4e88\u6e2c\u53ef\u80fd\u304b\u3002<\/strong><\/li>\n<\/ol>

        \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u6bd4\u8f03\u7684\u6301\u7d9a\u7684\u3067\u5b89\u5b9a\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u5c02\u7528\u30a4\u30f3\u30d5\u30e9\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u5c02\u7528\u30a4\u30f3\u30d5\u30e9\u306b\u304a\u3044\u3066\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u5341\u5206\u306b\u5927\u304d\u3044\u5834\u5408\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u96fb\u529b\u3001\u304a\u3088\u3073\u4fdd\u5b88\u306e\u30b3\u30b9\u30c8\u3092\u6b63\u5f53\u5316\u3067\u304d\u308b\u3060\u308d\u3046\u3002.<\/p>

          \n
        1. \u8cc7\u6e90\u306e\u6709\u52b9\u6d3b\u7528\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b\u3060\u308d\u3046\u304b\uff1f<\/strong><\/li>\n<\/ol>

          \u8ffd\u52a0\u306eGPU\u3092\u5c0e\u5165\u3059\u308b\u524d\u306b\u3001\u65e2\u5b58\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u5b9f\u65bd\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u3042\u308bAWS\u306e\u97f3\u58f0\u8a8d\u8b58\u5c0e\u5165\u4e8b\u4f8b\u3067\u306f\u3001NVIDIA Multi-Process Service\u3068Triton Inference Server\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5fc5\u8981\u306aGPU\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u91cf\u3092 75%<\/a> \u3053\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u304a\u3044\u3066\u306f\u3001\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u52d5\u4f5c\u70b9\u306b\u304a\u3044\u3066\u30011\u79d2\u672a\u6e80\u306e\u6587\u5b57\u8d77\u3053\u3057\u9045\u5ef6\u3092\u7dad\u6301\u3057\u3064\u3064\u3002.<\/p>

          \u914d\u7f6e\u306f\u3001\u4e00\u3064\u306e\u74b0\u5883\u3067\u3059\u3079\u3066\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3068\u3044\u3046\u8aa4\u3063\u305f\u524d\u63d0\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306e\u4f5c\u696d\u8ca0\u8377\u306e\u8981\u4ef6\u3068\u7dcf\u6240\u6709\u30b3\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066\u884c\u3046\u3079\u304d\u3060\u3002.<\/p>

          \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u914d\u7f6e\u306e\u5b9f\u8df5<\/h3>

          \"AI-Workload\"\u3060\u304b\u3089\u3053\u305d\u3001AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u914d\u7f6e\u306b\u304a\u3044\u3066\u306f\u3001\u30bf\u30b9\u30af\u3001\u74b0\u5883\u3001\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u304c\u91cd\u8981\u3068\u306a\u308b\u306e\u3060\u3002.<\/p>

          \u88fd\u9020\uff1a <\/strong>\u30a8\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u3092\u642d\u8f09\u3057\u305f\u751f\u7523\u30e9\u30a4\u30f3\u306f\u3001\u88fd\u54c1\u304c\u901a\u904e\u3059\u308b\u969b\u306b\u554f\u984c\u3092\u691c\u77e5\u3067\u304d\u308b\u3002\u30c7\u30d0\u30a4\u30b9\u4e0a\u3067\u306e\u63a8\u8ad6\u306b\u3088\u308a\u3001\u5404\u6620\u50cf\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u88fd\u54c1\u306e\u4e0d\u5177\u5408\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u691c\u51fa\u3067\u304d\u308b\u3002\u3042\u308b\u4f01\u696d\u306e\u7523\u696d\u7528\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001 AWS<\/a> \u307e\u305f\u3001Edge Impulse\u306f\u30ed\u30fc\u30ab\u30eb\u3067\u306e\u7269\u4f53\u691c\u51fa\u306b\u52a0\u3048\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u9001\u4fe1\u3055\u308c\u308b\u751f\u52d5\u753b\u306e\u91cf\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u901a\u4fe1\u74b0\u5883\u306e\u5236\u7d04\u3092\u88dc\u3046\u3002.<\/p>

          \u91d1\u878d\u30b5\u30fc\u30d3\u30b9\uff1a<\/strong> \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u578b\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u9280\u884c\u304c\u9867\u5ba2\u306b\u5bc4\u308a\u6dfb\u3044\u3001\u30ea\u30b9\u30af\u3092\u5206\u62c5\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u306e\u9867\u5ba2\u5411\u3051\u6a5f\u80fd\u306f\u3001\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u30fb\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u304c\u53ef\u80fd\u306a\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u4e0a\u3067\u7a3c\u50cd\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4e0d\u6b63\u691c\u77e5\u6a5f\u80fd\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30a2\u30af\u30bb\u30b9\u3001\u7d71\u5408\u306b\u95a2\u3059\u308b\u8003\u616e\u4e8b\u9805\u304c\u30aa\u30f3\u30b5\u30a4\u30c8\u904b\u7528\u306b\u306f\u308b\u304b\u306b\u9069\u3057\u305f\u3001\u7ba1\u7406\u3055\u308c\u305f\u74b0\u5883\u4e0b\u3067\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u7a3c\u50cd\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p>

          \u75c5\u9662\u304c\u60a3\u8005\u60c5\u5831\u306e\u7ba1\u7406\u5f37\u5316\u3092\u6c42\u3081\u3001\u4ed6\u306e\u81e8\u5e8a\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u3092\u5f37\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3001AI\u533b\u7642\u753b\u50cf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u5c0e\u5165\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3057\u304b\u3057\u3001\u898f\u5236\u4e0a\u3001\u5fc5\u305a\u3057\u3082\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u306e\u5c0e\u5165\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u898f\u5247\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u60a3\u8005\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u65b9\u6cd5\u306b\u3088\u3063\u3066\u306f\u3001\u8a31\u53ef\u3055\u308c\u305f\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3082\u9078\u629e\u80a2\u306e\u4e00\u3064\u3068\u306a\u308b\u3002.<\/p>

          \u3053\u308c\u3089\u306e\u4f8b\u304c\u793a\u3059\u3088\u3046\u306b\u3001AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u914d\u7f6e\u3068\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u3042\u3089\u3086\u308b\u5074\u9762\u3092\u4e00\u304b\u6240\u306b\u96c6\u7d04\u3057\u3088\u3046\u3068\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u3055\u307e\u3056\u307e\u306a\u5074\u9762\u3092\u74b0\u5883\u9593\u3067\u30d0\u30e9\u30f3\u30b9\u3088\u304f\u914d\u5206\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002.<\/p>

          \u672a\u6765\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u3060<\/h3>

          \u6210\u529f\u3059\u308b\u53ef\u80fd\u6027\u306f\u4f4e\u3044 AI\u30a4\u30f3\u30d5\u30e9<\/a> \u3053\u306e\u6226\u7565\u3067\u306f\u30011\u7a2e\u985e\u306e\u74b0\u5883\u306e\u307f\u3092\u5bfe\u8c61\u3068\u3059\u308b\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9AI\u30a4\u30f3\u30d5\u30e9\u306e\u5834\u5408\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u306e\u5229\u7528\u3084\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u306f\u5f15\u304d\u7d9a\u304d\u30af\u30e9\u30a6\u30c9\u3092\u6d3b\u7528\u3057\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u5236\u5fa1\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3092\u5229\u7528\u3057\u3001\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u306f\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p>

          \u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a AsiaQuest\u3068\u30ea\u30b3\u30fc\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7d71\u5408\u3092\u8a66\u9a13\u7684\u306b\u5b9f\u65bd<\/a><\/h4>

          Kubernetes\u306a\u3069\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30c4\u30fc\u30eb\u306f\u3001\u74b0\u5883\u3092\u6a2a\u65ad\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5c55\u958b\u30fb\u5b9f\u884c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002\u307e\u305f\u3001\u7d71\u4e00\u3055\u308c\u305fGenAIOps\u306e\u539f\u5247\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u76e3\u8996\u3001\u5236\u5fa1\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u7ba1\u7406\u306b\u5411\u3051\u305f\u5358\u4e00\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3002\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u79fb\u884c\u304c\u5fc5\u8981\u3060\u304c\u3001\u305d\u306e\u969b\u306b\u306f\u4e92\u63db\u6027\u3001\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u3044\u3063\u305f\u8ab2\u984c\u3092\u8003\u616e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002.<\/p>

          \u7d50\u8ad6<\/h3>

          \u7d44\u7e54\u304c\u301c\u304b\u3089\u79fb\u884c\u3059\u308b\u306b\u3064\u308c\u3001AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u914d\u7f6e\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u6c7a\u5b9a\u4e8b\u9805\u306e\u4e00\u3064\u3068\u306a\u308b\u898b\u8fbc\u307f\u3060\u3002 \u30d1\u30a4\u30ed\u30c3\u30c8\u305f\u3061<\/a> \u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306b\u304a\u3044\u3066\u3002\u5fc5\u8981\u306a\u306e\u306f\u3001\u5404\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u3001\u6f14\u7b97\u80fd\u529b\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u30b3\u30b9\u30c8\u306e\u9069\u5207\u306a\u7d44\u307f\u5408\u308f\u305b\u3092\u9069\u5408\u3055\u305b\u308b\u3053\u3068\u3060\u3002\u5404\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u306f\u305d\u308c\u305e\u308c\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u304c\u3001\u3042\u3089\u3086\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u81ea\u52d5\u7684\u306b\u9069\u7528\u3067\u304d\u308b\u89e3\u6c7a\u7b56\u306f\u5b58\u5728\u3057\u306a\u3044\u3002 \u4eca\u5fc5\u8981\u306a\u306e\u306f\u3001\u5b9f\u969b\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u30b7\u30ca\u30ea\u30aa\u3092\u5206\u6790\u3057\u3001\u30c6\u30b9\u30c8\u3092\u901a\u3058\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u691c\u8a3c\u3057\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u6c7a\u5b9a\u306b\u5148\u7acb\u3063\u3066\u7dcf\u6240\u6709\u30b3\u30b9\u30c8\uff08TCO\uff09\u3092\u7b97\u51fa\u3059\u308b\u3053\u3068\u3060\u3002\u8981\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066AI\u30a4\u30f3\u30d5\u30e9\u3092\u8a2d\u8a08\u3057\u3001\u305d\u306e\u57fa\u76e4\u3068\u306a\u308b\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3057\u3001\u6f14\u7b97\u80fd\u529b\u306e\u4fa1\u5024\u3092\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u3060\u3002.<\/p>

           <\/p>

           <\/p>","protected":false},"excerpt":{"rendered":"

          You’re launching your enterprise’s AI workloads. Where should they run if all of your cost, speed, security, and scalability requirements are pulled in different directions? Moving AI from prototype to production has revealed an issue that many businesses overlook while the model may work, the engine you’re running it on can make getting there expensive, slow, or impossible to scale.Google Cloud’s July 2026 survey shows that 83% of surveyed senior IT decision-makers said their current infrastructure didn’t meet the requirements of a production-grade agentic AI. The question is how to decide between public cloud, on-premises data centers, and edge requirements based on workload needs.Understanding the AI Workload SpectrumMost companies have […]<\/p>\n","protected":false},"author":5,"featured_media":40559,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[186,8098,85],"tags":[14386,1309,384,115,16509],"ppma_author":[324],"class_list":["post-40531","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai","category-news-articles","category-tech","tag-ai-workload","tag-aws","tag-cloud","tag-data-center","tag-edge"],"yoast_head":"\nHow Enterprises Choose Where to Run AI Workloads<\/title>\n<meta name=\"description\" content=\"Enterprises weigh performance, cost, latency and security when placing AI workloads in the cloud, at the edge or in data centers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/ai\/ai-workload-placement-how-enterprises-are-deciding-what-runs-in-the-cloud-edge-and-data-center\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Enterprises Choose Where to Run AI Workloads\" \/>\n<meta property=\"og:description\" content=\"Enterprises weigh performance, cost, latency and security when placing AI workloads in the cloud, at the edge or in data centers.\" \/>\n<meta property=\"og:url\" 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