{"id":2564033,"date":"2025-06-24T09:27:35","date_gmt":"2025-06-24T09:27:35","guid":{"rendered":"https:\/\/www.wacoca.com\/news\/2564033\/"},"modified":"2025-06-24T09:27:35","modified_gmt":"2025-06-24T09:27:35","slug":"kubecon-europe-2025%e3%80%813%e6%97%a5%e7%9b%ae%e3%81%ae%e3%82%ad%e3%83%bc%e3%83%8e%e3%83%bc%e3%83%88%e3%81%a7google%e3%81%a8bytedance%e3%81%8c%e8%a1%8c%e3%81%a3%e3%81%9f%e3%82%bb%e3%83%83%e3%82%b7","status":"publish","type":"post","link":"https:\/\/www.wacoca.com\/news\/2564033\/","title":{"rendered":"KubeCon Europe 2025\u30013\u65e5\u76ee\u306e\u30ad\u30fc\u30ce\u30fc\u30c8\u3067Google\u3068ByteDance\u304c\u884c\u3063\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u7d39\u4ecb | Think IT\uff08\u30b7\u30f3\u30af\u30a4\u30c3\u30c8\uff09"},"content":{"rendered":"<p>KubeCon Europe 2025\u306e3\u65e5\u76ee\u306e\u30ad\u30fc\u30ce\u30fc\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3\u304b\u3089\u3001Google\u3068ByteDance\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u884c\u3063\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u7d39\u4ecb\u3059\u308b\u3002\u3053\u308c\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u3067\u3042\u308bLoRA\uff08Low-Rank Adaptation\uff09\u306b\u3088\u3063\u3066\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u3001Kubernetes\u4e0a\u3067\u5b9f\u88c5\u3057\u305f\u969b\u306b\u8907\u6570\u306e\u30ec\u30d7\u30ea\u30ab\u306b\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b9\u3092\u884c\u3046\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u89e3\u8aac\u3057\u305f\u3082\u306e\u3060\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828301.jpg\" alt=\"\u767b\u58c7\u3057\u305fGoogle\u306eCrayton Coleman\u6c0f\uff08\u5de6\uff09\u3068ByteDance\u306eJiaxin Shan\u6c0f\uff08\u53f3\uff09\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u767b\u58c7\u3057\u305fGoogle\u306eCrayton Coleman\u6c0f\uff08\u5de6\uff09\u3068ByteDance\u306eJiaxin Shan\u6c0f\uff08\u53f3\uff09\n<\/p>\n<p>Google\u3068ByteDance\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5354\u540c\u3067\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3068\u3044\u3046\u306e\u3082\u610f\u5916\u306a\u7d44\u307f\u5408\u308f\u305b\u3067\u3042\u308b\u3002\u307e\u305f\u3001\u63a8\u8ad6\u30e2\u30c7\u30eb\u3078\u306e\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u3092Gateway API\u306e\u62e1\u5f35\u6a5f\u80fd\u3068\u3057\u3066\u5b9f\u88c5\u3059\u308b\u3068\u3044\u3046\u3001\u3042\u304f\u307e\u3067\u3082Kubernetes\u306e\u4f5c\u6cd5\u306b\u5f93\u3063\u305f\u5b9f\u88c5\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u306e\u304c\u3001\u30dd\u30a4\u30f3\u30c8\u3068\u8a00\u3048\u308b\u3002<\/p>\n<p>\u6700\u521d\u306bColeman\u6c0f\u304cLLM\u306e\u9032\u5316\u306b\u3064\u3044\u3066\u89e3\u8aac\u3002\u3053\u3053\u3067\u306f\u5c0f\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u304b\u3089\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3078\u306e\u9032\u5316\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u30fc\u306a\u30e2\u30c7\u30eb\u304b\u3089\u30aa\u30fc\u30d7\u30f3\u306a\u30e2\u30c7\u30eb\u3078\u306e\u5909\u5316\u3001\u305d\u3057\u3066\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u5f90\u3005\u306bKubernetes\u306b\u79fb\u884c\u3057\u3066\u3044\u3063\u305f\u6d41\u308c\u3092\u89e3\u8aac\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828302.jpg\" alt=\"\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u9032\u5316\u3092\u89e3\u8aac\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u9032\u5316\u3092\u89e3\u8aac\n<\/p>\n<p>\u305d\u3057\u3066\u3053\u3053\u304b\u3089\u306fByteDance\u306eShan\u6c0f\u304c\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5f15\u304d\u7d99\u304e\u3001LLM\u306b\u3088\u308b\u63a8\u8ad6\u304c\u305d\u306e\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u7570\u306a\u308b\u3053\u3068\u3092\u89e3\u8aac\u3057\u305f\u3002\u7279\u306bLLM\u306b\u304a\u3044\u3066\u306f\u5165\u529b\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u51fa\u529b\u3055\u308c\u308b\u63a8\u8ad6\u7d50\u679c\u306e\u9577\u3055\u306b\u76f8\u95a2\u304c\u8584\u304f\u3001\u51e6\u7406\u306b\u5fc5\u8981\u3068\u306a\u308b\u8a08\u7b97\u8cc7\u6e90\uff08CPU\u3084GPU\u30b3\u30a2\uff09\u304c\u30af\u30a8\u30ea\u30fc\u306e\u6570\u306b\u95a2\u4fc2\u306a\u304f\u5927\u91cf\u306b\u6d88\u8cbb\u3055\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u3092\u89e3\u8aac\u3002\u3053\u306e\u8fba\u308a\u306fByteDance\u304c\u5b9f\u969b\u306b\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3067\u7d4c\u9a13\u3057\u3066\u3044\u308b\u5185\u5bb9\u3092\u5143\u306b\u3057\u3066\u3044\u308b\u3068\u601d\u308f\u308c\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828303.jpg\" alt=\"\u30af\u30a8\u30ea\u30fc\u306e\u6570\u306b\u76f8\u95a2\u3057\u306a\u3044LLM\u306e\u5b9f\u614b\u3002\u5c11\u306a\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3082CPU\u8cc7\u6e90\u306e\u5927\u91cf\u6d88\u8cbb\u304c\u767a\u751f\u3059\u308b\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u30af\u30a8\u30ea\u30fc\u306e\u6570\u306b\u76f8\u95a2\u3057\u306a\u3044LLM\u306e\u5b9f\u614b\u3002\u5c11\u306a\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3082CPU\u8cc7\u6e90\u306e\u5927\u91cf\u6d88\u8cbb\u304c\u767a\u751f\u3059\u308b\n<\/p>\n<p>ByteDance\u306e\u7d4c\u9a13\u304b\u3089\u5b9f\u884c\u306b\u4f7f\u308f\u308c\u308bGPU\u306e\u30e2\u30c7\u30eb\u306f\u591a\u69d8\u3067\u3042\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u9577\u3055\u306b\u95a2\u308f\u3089\u305a\u8ca0\u8377\u304c\u5897\u5927\u3057\u3066\u3057\u307e\u3046\u72b6\u6cc1\u306b\u5bfe\u3057\u3066\u3001\u901a\u5e38\u306e\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3067\u306f\u8ca0\u8377\u3092\u5747\u3059\u3053\u3068\u306f\u96e3\u3057\u3044\u3068\u3044\u3046\u3053\u3068\u3092\u89e3\u8aac\u3057\u305f\u3002\u6b21\u306e\u30b9\u30e9\u30a4\u30c9\u3092\u898b\u308b\u3068\u3001ByteDance\u306e\u6301\u3064GPU\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u30bf\u30a4\u30d7\u304c8\u7a2e\u985e\u3042\u308a\u3001\u30ce\u30fc\u30c9\u6570\u306f100\u672a\u6e80\u304b\u30898000\u5f31\u307e\u3067\u3068\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308b\u3002GPU\u306e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u3053\u3053\u307e\u3067\u591a\u69d8\u5316\u3057\u3066\u3057\u307e\u3046\u306e\u306f\u3001\u305d\u3082\u305d\u3082GPU\u306e\u8abf\u9054\u304c\u96e3\u3057\u3044\u3068\u3044\u3046\u3053\u3068\u3082\u80cc\u666f\u306b\u3042\u308b\u3060\u308d\u3046\u3068\u4e88\u6e2c\u3055\u308c\u308b\u3002\u3068\u306b\u304b\u304f\u624b\u306b\u5165\u308c\u3089\u308c\u308bGPU\u3092\u5168\u90e8\u8cfc\u5165\u3059\u308b\u767a\u60f3\u306a\u3089\u3001\u6a5f\u7a2e\u3092\u63c3\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u96e3\u3057\u3044\u3060\u308d\u3046\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828305.jpg\" alt=\"\u591a\u69d8\u306aGPU\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059ByteDance\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u8cc7\u6e90\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u591a\u69d8\u306aGPU\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059ByteDance\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u8cc7\u6e90\n<\/p>\n<p>\u3053\u308c\u3089\u306e\u554f\u984c\u70b9\u3092\u6574\u7406\u3057\u305f\u3046\u3048\u3067\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306eLLM\u5b9f\u88c5\u306b\u5bfe\u3059\u308b\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3068\u3057\u3066\u6c42\u3081\u3089\u308c\u308b\u306e\u306fDenser\u3001Faster\u3001Automated\u3068\u3044\u3046\u7279\u5fb4\u3067\u3042\u308b\u3068\u8aac\u660e\u3002Denser\u306f\u51dd\u7e2e\u3068\u3044\u3046\u610f\u5473\u3067\u3001GPU\u3078\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3092\u52b9\u7387\u7684\u306b\u884c\u3046\u3068\u3044\u3046\u3053\u3068\u3060\u308d\u3046\u3002Faster\u306f\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u306b\u3088\u3063\u3066\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5b9f\u884c\u3055\u308c\u308b\u3088\u308a\u3082\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u4e26\u5217\u5316\u3059\u308b\u3053\u3068\u3067GPU\u30af\u30e9\u30b9\u30bf\u30fc\u5168\u4f53\u306e\u5b9f\u884c\u901f\u5ea6\u304c\u9ad8\u901f\u5316\u3055\u308c\u308b\u3053\u3068\u3001\u305d\u3057\u3066Automated\u306f\u4e26\u5217\u5316\u3055\u308c\u305f\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u5897\u6e1b\u3092\u30de\u30cb\u30e5\u30a2\u30eb\u3067\u884c\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u52d5\u5316\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3060\u3068\u601d\u308f\u308c\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828306.jpg\" alt=\"3\u3064\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u4e26\u5217\u5316\u3055\u308c\u308bLLM\u5b9f\u884c\u3092\u89e3\u8aac\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n3\u3064\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u4e26\u5217\u5316\u3055\u308c\u308bLLM\u5b9f\u884c\u3092\u89e3\u8aac\n<\/p>\n<p>\u3053\u3053\u3067\u306fLoRA\uff08Low-Rank Adaptation\uff09\u305d\u306e\u3082\u306e\u306b\u3064\u3044\u3066\u306e\u8a73\u7d30\u306a\u89e3\u8aac\u306f\u884c\u308f\u305a\u3001GPU\u30af\u30e9\u30b9\u30bf\u30fc\u3067\u5b9f\u884c\u3055\u308c\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u504f\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u306a\u3069\u3092\u554f\u984c\u70b9\u3068\u3057\u3066\u6319\u3052\u305f\u3002<\/p>\n<p>\u6b21\u306e\u30b9\u30e9\u30a4\u30c9\u3067\u306f\u5b9f\u969b\u306bByteDance\u304c\u4f7f\u3063\u3066\u3044\u308b\u3068\u601d\u308f\u308c\u308bVolcano\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f7f\u3063\u3066\u4e26\u5217\u5b9f\u884c\u3055\u308c\u3066\u3044\u308bGPU\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u5bfe\u3059\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u914d\u5206\u3092\u5909\u3048\u308b\u3053\u3068\u30671.5\u500d\u304b\u30894.7\u500d\u306e\u30b3\u30b9\u30c8\u30bb\u30fc\u30d3\u30f3\u30b0\u304c\u9054\u6210\u3067\u304d\u305f\u3068\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u3053\u3053\u3067\u306f\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u304c\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u306e\u5f79\u5272\u3001\u30a2\u30c0\u30d7\u30bf\u30fc\u304cLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4ed8\u5c5e\u3059\u308bProxy\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u3044\u3046\u610f\u5473\u3060\u308d\u3046\u3002\u3044\u305a\u308c\u306b\u305b\u3088LoRA\u306b\u3088\u3063\u3066\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305fLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4e26\u5217\u5316\u3057\u3001\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u304c\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3068\u3057\u3066\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u914d\u5206\u3001\u5fc5\u8981\u304c\u3042\u308c\u3070LLM\u3092\u8ffd\u52a0\u8d77\u52d5\u3057\u3066\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u634c\u304f\u3068\u3044\u3046\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30b7\u30b9\u30c6\u30e0\u3068\u57fa\u672c\u7684\u306b\u306f\u540c\u3058\u767a\u60f3\u3067\u5b9f\u88c5\u3055\u308c\u308b\u3053\u3068\u3067\u3001Kubernetes\u306e\u4e0a\u306bLLM\u3092\u8f09\u305b\u3066\u9045\u5ef6\u306a\u304f\u5b9f\u884c\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3068\u3044\u3046\u306e\u304c\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u843d\u3068\u3057\u3069\u3053\u308d\u3060\u308d\u3046\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828309.jpg\" alt=\"\u751f\u6210AI\u306e\u63a8\u8ad6\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u6574\u7406\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u751f\u6210AI\u306e\u63a8\u8ad6\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u6574\u7406\n<\/p>\n<p>\u3053\u3053\u3067\u306fLoRA\u3067\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u5f93\u6765\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u7570\u306a\u308a\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u6570\u306f\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9577\u3055\u3060\u3051\u3067\u306f\u8a08\u7b97\u3067\u304d\u305a\u3001\u77ed\u3044\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u3082\u5927\u91cf\u306eGPU\/CPU\u8cc7\u6e90\u3092\u4f7f\u3063\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u72b6\u6cc1\u304c\u8d77\u3053\u308a\u5f97\u308b\u3053\u3068\u3001\u305d\u3057\u3066\u305d\u308c\u306b\u5bfe\u3057\u3066\u8ca0\u8377\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u306a\u304c\u3089\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u8abf\u6574\u3057\u3066\u914d\u5099\u3059\u308b\u6226\u7565\u304c\u5fc5\u8981\u3060\u3068\u8aac\u660e\u3057\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u304c\u305d\u306e\u4e3b\u306a\u5f79\u5272\u3092\u62c5\u3046\u3068\u8aac\u660e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828310.jpg\" alt=\"\u5358\u7d14\u306a\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u6226\u7565\u3067\u306fLLM\u306e\u5b9f\u884c\u306b\u306f\u4e0d\u8db3\u3057\u3066\u3057\u307e\u3046\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u5358\u7d14\u306a\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u6226\u7565\u3067\u306fLLM\u306e\u5b9f\u884c\u306b\u306f\u4e0d\u8db3\u3057\u3066\u3057\u307e\u3046\n<\/p>\n<p>\u3053\u306e\u30b9\u30e9\u30a4\u30c9\u3067\u5de6\u5074\u306f\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u304c\u5927\u91cf\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u8907\u6570\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u914d\u5206\u3059\u308b\u3053\u3068\u3067\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3092\u4f4e\u304f\u4fdd\u3063\u3066\u3044\u305f\u30b7\u30b9\u30c6\u30e0\u306f\u53f3\u5074\u306b\u63cf\u304b\u308c\u3066\u3044\u308bLLM\u306e\u5b9f\u884c\u306b\u306f\u5411\u3044\u3066\u304a\u3089\u305a\u3001LLM\u306e\u3078\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u52b9\u7387\u7684\u306b\u914d\u5206\u3067\u304d\u308bLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7279\u5316\u3057\u305f\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u304c\u5fc5\u8981\u3060\u3068\u8aac\u660e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828311.jpg\" alt=\"LLM\u306b\u7279\u5316\u3057\u305f\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3068\u306f\u4f55\u304b\uff1f\" width=\"600\"\/><\/p>\n<p class=\"caption\">\nLLM\u306b\u7279\u5316\u3057\u305f\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3068\u306f\u4f55\u304b\uff1f\n<\/p>\n<p>\u3053\u3053\u3067\u306f\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u53d7\u3051\u53d6\u3063\u305f\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u304c\u5358\u7d14\u306b\u30e9\u30a6\u30f3\u30c9\u30ed\u30d3\u30f3\u306a\u3069\u306e\u6226\u7565\u3067\u914d\u5206\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u884c\u3057\u305f\u7d50\u679c\uff08\u30e1\u30c8\u30ea\u30af\u30b9\u306a\u3069\uff09\u3092\u30b3\u30ec\u30af\u30bf\u30fc\u304c\u53ce\u96c6\u3057\u3001\u305d\u308c\u3092\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u306b\u4ed8\u968f\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u8fd4\u3059\u3053\u3068\u3067\u3069\u306e\u3088\u3046\u306a\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u3069\u306e\u304f\u3089\u3044\u306e\u51e6\u7406\u8cc7\u6e90\u3092\u5fc5\u8981\u3068\u3057\u305f\u306e\u304b\uff1f \u3092\u8a08\u7b97\u3059\u308b\u3002\u305d\u3057\u3066\u305d\u306e\u7d50\u679c\u304b\u3089\u6b21\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u6d88\u8cbb\u3059\u308b\u3067\u3042\u308d\u3046\u8cc7\u6e90\u3092\u4e88\u60f3\u3057\u305f\u3046\u3048\u3067\u3001\u6700\u3082\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3067\u304d\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30b8\u30e7\u30d6\u3092\u5272\u308a\u5f53\u3066\u308b\u3068\u3044\u3046\u6226\u7565\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u8aac\u660e\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u305d\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u5b89\u4fa1\u306aCPU\u3067\u3082\u5b9f\u884c\u3067\u304d\u3001\u305d\u306e\u7d50\u679c\u3068\u3057\u3066\u9ad8\u4fa1\u306aGPU\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u3092\u5f37\u8abf\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828312.jpg\" alt=\"\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3092\u5909\u3048\u305f\u7d50\u679c\u3092\u7d39\u4ecb\u30028\u30ec\u30d7\u30ea\u30ab\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306730\uff05\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u6539\u5584\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3092\u5909\u3048\u305f\u7d50\u679c\u3092\u7d39\u4ecb\u30028\u30ec\u30d7\u30ea\u30ab\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306730\uff05\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u6539\u5584\n<\/p>\n<p>\u3053\u306e\u5909\u66f4\u306b\u3088\u3063\u30668\u3064\u306e\u30ec\u30d7\u30ea\u30ab\u3067\u4e26\u5217\u5316\u3055\u308c\u305fGPU\u30af\u30e9\u30b9\u30bf\u30fc\u3067\u306fQPS\uff08Query per Second\uff09\u306b\u304a\u3044\u306630\uff05\u306e\u5411\u4e0a\u304c\u898b\u3089\u308c\u305f\u3068\u3044\u3046\u3002\u3053\u306e\u6539\u5584\u3055\u308c\u305f\u5024\u306fkv-cache\u3092\u4f7f\u3063\u305f\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u3044\u3046\u90e8\u5206\u306b\u95a2\u4fc2\u3059\u308b\u3002\u3053\u308c\u306f\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u304c\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308b\u30ce\u30fc\u30c9\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u6700\u3082kv-cache\u3092\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u30ce\u30fc\u30c9\u3092\u9078\u3076\u3053\u3068\u306b\u3088\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3067\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u6d88\u3055\u308c\u305a\u306b\u518d\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u3067\u9ad8\u901f\u5316\u304c\u884c\u308f\u308c\u308b\u3068\u3044\u3046\u610f\u5473\u3060\u3068\u601d\u308f\u308c\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828313.jpg\" alt=\"\u65b0\u3057\u3044\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u65b0\u3057\u3044\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\n<\/p>\n<p>\u3053\u3053\u3067\u306f\u3053\u306e\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3092\u5b9f\u88c5\u3059\u308b\u969b\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3092\u89e3\u8aac\u3002Envoy Gateway\u304c\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3068\u3057\u3066\u914d\u5099\u3055\u308c\u308b\u304c\u3001\u305d\u306e\u8107\u306bExtension Server\u304c\u5b58\u5728\u3059\u308b\u3002\u3053\u308c\u304c2\u3064\u524d\u306e\u30b9\u30e9\u30a4\u30c9\u3001LLM\u306b\u7279\u5316\u3057\u305f\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3067\u8a00\u3046\u3068\u3053\u308d\u306e\u300c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u300d\u3092\u5b9f\u88c5\u3059\u308b\u5834\u6240\u3060\u3002Envoy Gateway\u304b\u3089\u30c7\u30fc\u30bf\u304c\u6d41\u308c\u3001\u5404\u30e2\u30c7\u30eb\u3067\u5b9f\u884c\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30af\u30b9\u306fExtension Server\u304c\u53ce\u96c6\u3001\u305d\u306e\u8a55\u4fa1\u306e\u7d50\u679c\u3092Envoy Gateway\u306b\u4f1d\u3048\u3066\u6700\u9069\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u632f\u308a\u5206\u3051\u304c\u884c\u308f\u308c\u308b\u3068\u3044\u3046\u767a\u60f3\u3060\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828314.jpg\" alt=\"\u6a19\u6e96\u7684\u306aKubernetes\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u540c\u69d8\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u88c5\u3078\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u6a19\u6e96\u7684\u306aKubernetes\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u540c\u69d8\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u88c5\u3078\n<\/p>\n<p>\u7d50\u679c\u3068\u3057\u3066Kubernetes\u4e0a\u3067\u5b9f\u88c5\u3055\u308c\u308bLoRA\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5358\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u6570\u3060\u3051\u3067\u306f\u306a\u304f\u63a8\u8ad6\u306e\u7d50\u679c\u3092\u30e1\u30c8\u30ea\u30af\u30b9\u3068\u3057\u3066\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u5b9f\u884c\u306e\u6700\u9069\u5316\u304c\u53ef\u80fd\u306b\u306a\u308b\u3068\u8aac\u660e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828315.jpg\" alt=\"2025\u5e74\u306f\u751f\u6210AI\u5b9f\u884c\u304c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u5e74\u306b\u306a\u308b\u3068\u5ba3\u8a00\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n2025\u5e74\u306f\u751f\u6210AI\u5b9f\u884c\u304c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u5e74\u306b\u306a\u308b\u3068\u5ba3\u8a00\n<\/p>\n<p>\u3053\u3053\u3067\u306fLLM\u3092Kubernetes\u4e0a\u3067\u5b9f\u884c\u3059\u308b\u3068\u3044\u3046\u30cb\u30fc\u30ba\u306f\u9ad8\u307e\u3063\u3066\u304a\u308a\u3001\u5f93\u6765\u306e\u65b9\u6cd5\u3068\u306f\u7570\u306a\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08Extension 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decoding=\"async\" src=\"https:\/\/www.wacoca.com\/news\/wp-content\/uploads\/2025\/06\/3828316.jpg\" alt=\"\u516c\u5f0fSIG\u306e\u30da\u30fc\u30b8\u3092\u7d39\u4ecb\" width=\"600\"\/><\/p>\n<p class=\"caption\">\n\u516c\u5f0fSIG\u306e\u30da\u30fc\u30b8\u3092\u7d39\u4ecb\n<\/p>\n<p>\u3053\u3053\u3067\u306f\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u3057\u3066Envoy\u3060\u3051\u3067\u306f\u306a\u304fIstio\u3084\u4eca\u56de\u306eKubeCon\u3067Solo\u304c\u767a\u8868\u3057\u305fkgateway\u3082\u5bfe\u8c61\u306b\u6319\u304c\u3063\u3066\u3044\u308b\u306e\u304c\u8208\u5473\u6df1\u3044\u3002<\/p>\n<p>kgateway\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u306eCNCF\u306e\u544a\u77e5\u3092\u53c2\u7167\u3055\u308c\u305f\u3044\u3002<\/p>\n<p>\u25cf\u53c2\u8003\uff1aAdvancing Open Source Gateways with kgateway<\/p>\n<p>\u5b9f\u969b\u306b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u3001vLLM\u3060\u3051\u3067\u306f\u306a\u304fNVIDIA\u3084Google\u3082\u6319\u3052\u3089\u308c\u3066\u3044\u308b\u3002Google\u304c\u5354\u529b\u3057\u3066\u3044\u308b\u4ee5\u4e0a\u3001\u7121\u8996\u306f\u3067\u304d\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3060\u308d\u3046\u304b\u3002<\/p>\n<p>\u5358\u4f53\u306eGPU\u3092\u6700\u9069\u5316\u3059\u308b\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u554f\u984c\u3084\u3001LLM\u306e\u5b9f\u88c5\u3068\u3044\u3046\u30ec\u30d9\u30eb\u306e\u5c11\u3057\u3060\u3051\u4e0a\u306e\u968e\u5c64\u306e\u8907\u6570\u306eLLM\u3092\u5b9f\u884c\u3057\u305f\u969b\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306b\u7740\u76ee\u3057\u3066\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u3092Kubernetes\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u304b\u3089\u306f\u96e2\u308c\u306a\u3044\u3088\u3046\u306b\u8a2d\u8a08\u3057\u306a\u304c\u3089\u3001\u5229\u7528\u3059\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5165\u308c\u66ff\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u3068\u3044\u3046\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u57fa\u672c\u3092\u5b88\u3063\u305f\u611f\u306e\u5f37\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8aac\u660e\u3068\u306a\u3063\u305f\u3002Google\u3068ByteDance\u3068\u3044\u3046AI\u306e\u5b9f\u88c5\u3068\u672c\u756a\u6d3b\u7528\u306e\u30ea\u30fc\u30c0\u30fc\u4f01\u696d\u304c\u4e3b\u5c0e\u3057\u3066\u3044\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u6ce8\u76ee\u3057\u3066\u3044\u304d\u305f\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>KubeCon Europe 2025\u306e3\u65e5\u76ee\u306e\u30ad\u30fc\u30ce\u30fc\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3\u304b\u3089\u3001Google\u3068ByteDance\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u884c\u3063\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u7d39\u4ecb\u3059\u308b\u3002\u3053\u308c\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u3067\u3042\u308bLoRA\uff08Low<\/p>\n","protected":false},"author":2,"featured_media":2564035,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[389806],"tags":[188914,170880,785610,595303,80545,7293,2482],"class_list":{"0":"post-2564033","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-europe","8":"tag-europe","9":"tag-oss","10":"tag-think-it","11":"tag-595303","12":"tag-80545","13":"tag-7293","14":"tag-2482"},"share_on_mastodon":{"url":"","error":""},"_links":{"self":[{"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/posts\/2564033","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/comments?post=2564033"}],"version-history":[{"count":0,"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/posts\/2564033\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/media\/2564035"}],"wp:attachment":[{"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/media?parent=2564033"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/categories?post=2564033"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wacoca.com\/news\/wp-json\/wp\/v2\/tags?post=2564033"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}