{"id":9017,"date":"2025-01-17T13:40:46","date_gmt":"2025-01-17T05:40:46","guid":{"rendered":"https:\/\/ai-stack.ai\/smart_manufacturing_solutions"},"modified":"2025-01-22T14:36:25","modified_gmt":"2025-01-22T06:36:25","slug":"smart_manufacturing_solutions","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ja\/smart_manufacturing_solutions","title":{"rendered":"AIoT\u3068\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\uff1a\u88fd\u9020\u696d\u306b\u304a\u3051\u308bAI-Stack\u306e\u9769\u65b0\u7684\u306a\u5fdc\u7528"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong><strong>\u696d\u52d9\u8ab2\u984c<\/strong><\/strong><\/h2>\n\n\n\n<p 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class=\"wp-block-list\">\n<li>AI-Stack\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u69cb\u6210\u3092\u4f7f\u7528\u3057\u3066\u3001AMR\uff08\u81ea\u5f8b\u79fb\u52d5\u30ed\u30dc\u30c3\u30c8\uff09\u3001\u6a5f\u68b0\u30d3\u30b8\u30e7\u30f3\u3001\u30b9\u30de\u30fc\u30c8\u751f\u7523\u30e9\u30a4\u30f3\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u3002<\/li>\n\n\n\n<li>Kubernetes\u3084Slurm\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u904b\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u81ea\u52d5\u5316\u904b\u7528\u7ba1\u7406\u30c4\u30fc\u30eb\uff1a<\/strong>\n<ul 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class=\"wp-block-list\">\n<li><strong>\u3088\u308a\u8fc5\u901f\u306a\u30e2\u30c7\u30eb\u5b9f\u7528\u5316\u3068\u5c0e\u5165<\/strong>\uff1aAI-Stack\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u958b\u767a\u30c4\u30fc\u30eb\u304a\u3088\u3073\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u63d0\u4f9b\u3057\u3001\u74b0\u5883\u8a2d\u5b9a\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u308f\u305a\u304b1\u5206\u3067\u5b8c\u4e86\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u958b\u767a\u8005\u306f\u30e2\u30c7\u30eb\u5b66\u7fd2\u304b\u3089\u63a8\u8ad6\u307e\u3067\u306e\u5c0e\u5165\u30b5\u30a4\u30af\u30eb\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u751f\u7523\u6700\u9069\u5316\u306e\u5b9f\u73fe<\/strong>\uff1a\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u4e0a\u306e\u63a8\u8ad6\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u3001\u751f\u7523\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8abf\u6574\u3057\u3001\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3068\u540c\u6642\u306b\u3001\u4e0d\u826f\u54c1\u7387\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u767a\u5c55<\/strong>\uff1a\u8907\u6570\u306eGPU\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u5bfe\u5fdc\u3057\u3001\u5168\u4f53\u7684\u306a\u8a08\u7b97\u8cc7\u6e90\u306e\u5229\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3002\u30a4\u30f3\u30d5\u30e9\u3068\u904b\u7528\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u4f01\u696d\u306e\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u76ee\u6a19\u9054\u6210\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u6027\u3068\u4fe1\u983c\u6027\u306e\u5411\u4e0a<\/strong>\uff1a\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u6027\u3092\u5f37\u5316\u3057\u3001\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u591a\u69d8\u306a\u30b7\u30ca\u30ea\u30aa\u3078\u306e\u9069\u5fdc<\/strong>\uff1a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30c7\u30d7\u30ed\u30a4\u3092\u5b9f\u73fe\u3002GPU\u306e\u5f85\u6a5f\u6642\u9593\u3092\u524a\u6e1b\u3057\u3001\u5168\u4f53\u7684\u306a\u30b5\u30fc\u30d0\u30fc\u904b\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3002\u307e\u305f\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u8a2d\u8a08\u3068\u67d4\u8edf\u306a\u30c7\u30d7\u30ed\u30a4\u6a5f\u80fd\u306b\u3088\u308a\u3001\u5de5\u5834\u306e\u30b9\u30de\u30fc\u30c8\u5316\u958b\u767a\u304a\u3088\u3073\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u52b9\u679c\u7684\u306b\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u69cb\u6210<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack \u6a5f\u80fd\u3092\u7d71\u5408\u3057\u305f\u30b9\u30de\u30fc\u30c8\u88fd\u9020\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u6210\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table class=\"has-border-color has-palette-color-3-border-color\" style=\"border-width:1px\"><thead><tr><th>\u968e\u5c64<\/th><th>\u8aac\u660e<\/th><th>AI-Stack\u306e\u95a2\u9023\u6a5f\u80fd<\/th><\/tr><\/thead><tbody><tr><td>\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u5c64<\/td><td>\u30c7\u30fc\u30bf\u53ce\u96c6\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\uff1a\u30bb\u30f3\u30b5\u30fc\u3001\u6a5f\u68b0\u30d3\u30b8\u30e7\u30f3\u30c7\u30d0\u30a4\u30b9\u3001\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30c7\u30d0\u30a4\u30b9\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u51e6\u7406\u3092\u884c\u3044\u3001\u4f4e\u9045\u5ef6\u306a\u8a08\u7b97\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/td><td>GPU\u5206\u5272\u6280\u8853\u306b\u3088\u308a\u3001\u8907\u6570\u30bf\u30b9\u30af\u306e\u30ea\u30bd\u30fc\u30b9\u5206\u914d\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u51e6\u7406\u5c64<\/td><td>\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3001\u6a19\u6e96\u5316\u3001\u5206\u6790\uff1a\u5404\u7a2e\u30c7\u30fc\u30bf\u3092\u96c6\u4e2d\u7ba1\u7406\u3057\u3001\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3084\u591a\u69d8\u306a\u30b7\u30ca\u30ea\u30aa\u3067\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/td><td>HPC\u652f\u63f4\u306e\u5206\u6563\u8a08\u7b97\u6280\u8853\uff08\u591a\u30ce\u30fc\u30c9\u5206\u6563\u5b66\u7fd2\u3084\u9ad8\u52b9\u7387\u4e26\u5217\u51e6\u7406\uff09\u3092\u6d3b\u7528\u3057\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u306b\u51e6\u7406\u3057\u307e\u3059\u3002\u5185\u8535\u3055\u308c\u305fGPU\u6700\u9069\u5316\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u4f4e\u9045\u5ef6\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5b9f\u73fe\u3057\u3001\u30c7\u30fc\u30bf\u4e8b\u524d\u51e6\u7406\u304a\u3088\u3073\u30e2\u30c7\u30eb\u63a8\u8ad6\u3092\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u591a\u69d8\u306a\u30b7\u30ca\u30ea\u30aa\u3067\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u8abf\u6574\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/td><\/tr><tr><td>\u5fdc\u7528\u7ba1\u7406\u5c64<\/td><td>\u30e2\u30c7\u30eb\u5b66\u7fd2\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\uff1a\u5927\u898f\u6a21\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3068\u8fc5\u901f\u306a\u30c7\u30d7\u30ed\u30a4\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u4e88\u77e5\u4fdd\u5168\u3084\u81ea\u52d5\u5316\u751f\u7523\u30e9\u30a4\u30f3\u76e3\u8996\u306a\u3069\u3001\u591a\u69d8\u306a\u5fdc\u7528\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u5fdc\u3057\u307e\u3059\u3002<\/td><td>HPC\u52a0\u901f\u306b\u3088\u308bAI\u5b66\u7fd2\u3068\u63a8\u8ad6\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u898f\u6a21\u4e26\u5217\u8a08\u7b97\u3068\u591a\u30ce\u30fc\u30c9\u5354\u8abf\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306eMLOps\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u63d0\u4f9b\u3057\u3001\u30e2\u30c7\u30eb\u306e\u958b\u767a\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u76e3\u8996\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u591a\u30ce\u30fc\u30c9\u5206\u6563\u5b66\u7fd2\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30e2\u30c7\u30eb\u306e\u52b9\u7387\u3068\u7cbe\u5ea6\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/td><\/tr><tr><td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u5c64<\/td><td>\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u3068\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff1a\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u30c7\u30fc\u30bf\u3068\u30ea\u30bd\u30fc\u30b9\u304c\u672a\u627f\u8a8d\u306e\u30a2\u30af\u30bb\u30b9\u3092\u53d7\u3051\u306a\u3044\u3088\u3046\u4fdd\u8b77\u3059\u308b\u3068\u540c\u6642\u306b\u3001\u52b9\u7387\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u914d\u5206\u3068\u5354\u8abf\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/td><td>\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff08RBAC\uff09\u3092\u5185\u8535\u3057\u3001GPU\u30ea\u30bd\u30fc\u30b9\u306e\u30d7\u30fc\u30eb\u7ba1\u7406\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3068\u30ea\u30bd\u30fc\u30b9\u5272\u308a\u5f53\u3066\u3092\u6700\u9069\u5316\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u3068\u8a3a\u65ad\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3001\u904b\u7528\u306e\u5b89\u5b9a\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u52b9\u679c<\/strong><\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6548\u7387\u5411\u4e0a<\/strong>\uff1aGPU\u5206\u5272\u6280\u8853\u3092\u63a1\u7528\u3057\u3001GPU\u30ea\u30bd\u30fc\u30b9\u306e\u5229\u7528\u7387\u309230%\u304b\u3089\u6700\u592790%\u307e\u3067\u5f15\u304d\u4e0a\u3052\u3001\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u8cbb\u7528\u5bfe\u52b9\u679c<\/strong>\uff1a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u69cb\u6210\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30d5\u30e9\u30cb\u30fc\u30ba\u3092\u524a\u6e1b\u3057\u3001\u6700\u592710\u500d\u306e\u6295\u8cc7\u53ce\u76ca\u7387\uff08ROI\uff09\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u904b\u7528<\/strong>\uff1aHPC\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5206\u6563\u578b\u30e2\u30c7\u30eb\u5b66\u7fd2\u3092\u52a0\u901f\u3057\u3001AI\u5b66\u7fd2\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u306a\u304c\u3089\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u307e\u305f\u3001\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u4f4e\u9045\u5ef6\u63a8\u8ad6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30b9\u30de\u30fc\u30c8\u88fd\u9020\u306e\u52d5\u7684\u306a\u751f\u7523\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p 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