{"id":84914,"date":"2026-08-06T08:00:00","date_gmt":"2026-08-05T23:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/tech-blog\/?p=84914"},"modified":"2026-08-05T21:53:49","modified_gmt":"2026-08-05T12:53:49","slug":"kubecon-cloudnativecon-japan-2026-%e5%8f%82%e5%8a%a0%e3%83%ac%e3%83%9d%e3%83%bc%e3%83%88","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/kubernetes\/84914","title":{"rendered":"KubeCon CloudNativeCon Japan 2026 \u53c2\u52a0\u30ec\u30dd\u30fc\u30c8"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5148\u65e5\u3001\u6a2a\u6d5c\u3067\u958b\u50ac\u3055\u308c\u305f\u300cKubeCon CloudNativeCon Japan 2026\u300d\u306b\u53c2\u52a0\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u69d8\u3005\u306a\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u3042\u3063\u305f\u4e2d\u3067\u3001\u500b\u4eba\u7684\u306b\u4e00\u756a\u6c17\u306b\u306a\u3063\u305f\u306e\u304c\u3001\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u306eLLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u30a4\u30f3\u30d5\u30e9\u57fa\u76e4\u306b\u95a2\u3059\u308b\u30c6\u30fc\u30de\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u666e\u6bb5LLM\u306f\u5229\u7528\u3059\u308b\u3060\u3051\u3067\u5185\u90e8\u306e\u30a4\u30f3\u30d5\u30e9\u304c\u3069\u306e\u3088\u3046\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306a\u306e\u304b\u8208\u5473\u304c\u3042\u3063\u305f\u306e\u3068\u3001\u305d\u3053\u306b\u3069\u306e\u3088\u3046\u306a\u5de5\u592b\u304c\u3042\u308b\u306e\u304b\u77e5\u308a\u305f\u304b\u3063\u305f\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u666e\u6bb5\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5bc4\u308a\u306e\u958b\u767a\u3092\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u300cKV\u30ad\u30e3\u30c3\u30b7\u30e5\u300d\u3068\u3044\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u4e2d\u5fc3\u306b\u3001\u5225\u3005\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u5185\u5bb9\u304c\u898b\u4e8b\u306b\u30ea\u30f3\u30af\u3057\u3066\u3044\u3066\u9762\u767d\u304b\u3063\u305f\u306e\u3067\u3001\u5099\u5fd8\u9332\u3082\u517c\u306d\u3066\u307e\u3068\u3081\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u305d\u3082\u305d\u3082\u300cKV\u30ad\u30e3\u30c3\u30b7\u30e5\u300d\u3068\u306f\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u5f53\u305f\u308a\u524d\u306e\u3088\u3046\u306b\u51fa\u3066\u304d\u305f\u300cKV\u30ad\u30e3\u30c3\u30b7\u30e5\u300d\u3067\u3059\u304c\u3001\u3056\u3063\u304f\u308a\u8a00\u3046\u3068\u300cLLM\u304c\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u3068\u304d\u306b\u3001\u904e\u53bb\u306e\u8a08\u7b97\u7d50\u679c\u3092\u30e1\u30e2\u30ea\uff08VRAM\uff09\u306b\u899a\u3048\u3055\u305b\u3066\u304a\u3044\u3066\u3001\u8a08\u7b97\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u4ed5\u7d44\u307f\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u306f1\u5358\u8a9e\u305a\u3064\u6587\u7ae0\u3092\u4f5c\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u304c\u306a\u3044\u3068\u6bce\u56de\u300c\u6700\u521d\u306e\u6587\u5b57\u304b\u3089\u5168\u90e8\u8a08\u7b97\u3057\u76f4\u3057\u300d\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u4f7f\u3044\u7269\u306b\u306a\u308a\u307e\u305b\u3093\u3002\u305f\u3060\u3001\u3053\u306eKV\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u300c\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u4f1a\u8a71\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff09\u304c\u9577\u304f\u306a\u308c\u3070\u306a\u308b\u307b\u3069\u3001\u3082\u306e\u3059\u3054\u3044\u52e2\u3044\u3067GPU\u306e\u30e1\u30e2\u30ea\u3092\u98df\u3044\u3064\u3076\u3059\u300d\u3068\u3044\u3046\u5384\u4ecb\u306a\u6027\u8cea\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u53c2\u8003<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/zenn.dev\/sre_holdings\/articles\/f15290860986ad\">https:\/\/zenn.dev\/sre_holdings\/articles\/f15290860986ad<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"> 1. Agentic\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u60b2\u9cf4\u3092\u3042\u3052\u308b\u30a4\u30f3\u30d5\u30e9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><em><em>&gt; \u30bb\u30c3\u30b7\u30e7\u30f3: <\/em>How to Evolve Your LLM Self-Hosting Platform: A Practical Guide to Adopting Advanced Optimizations<\/em> <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LINE\u30e4\u30d5\u30fc\uff08LY Corporation\uff09\u3055\u3093\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u5f8b\u7684\u306b\u52d5\u304f\u300cAgentic\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u300d\u306b\u304a\u3044\u3066\u3001\u30a4\u30f3\u30d5\u30e9\u304c\u3044\u304b\u306b\u904e\u9177\u306a\u72b6\u6cc1\u306b\u3042\u308b\u304b\u304c\u8a9e\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u88cf\u5074\u3067\u4f55\u5f80\u5fa9\u3082\u30eb\u30fc\u30d7\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u3001\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u30b9\u30d1\u30a4\u30af\u3057\u3084\u3059\u304f\u3001\u3055\u3089\u306b\u6587\u8108\u304c\u9577\u304f\u306a\u308b\u3053\u3068\u3067VRAM\uff08\u7279\u306bKV\u30ad\u30e3\u30c3\u30b7\u30e5\uff09\u3078\u306e\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u304c\u8df3\u306d\u4e0a\u304c\u308b\u3068\u306e\u3053\u3068\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89e3\u6c7a\u7b56\u3068\u3057\u3066\u306e\u300c\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u300d\u3068\u300cP\/D\u5206\u96e2\u300d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001\u304b\u306a\u308a\u30a2\u30b0\u30ec\u30c3\u30b7\u30d6\u306a\u6700\u9069\u5316\u624b\u6cd5\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">- <strong>**<\/strong><strong>KV Cache Aware Routing:<\/strong><strong>**<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u306e\u3088\u3046\u306a\u5171\u901a\u306e\u524d\u63d0\u77e5\u8b58\u3092\u6301\u3064\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u3001\u3059\u3067\u306b\u305d\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u6301\u3063\u3066\u3044\u308bPod\uff08\u30b5\u30fc\u30d0\u30fc\uff09\u306b\u72d9\u3044\u6483\u3061\u3067\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u624b\u6cd5\u3002\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u4f7f\u3044\u56de\u305b\u308b\u306e\u3067\u3001\u521d\u56de\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u65e9\u304f\u306a\u308aGPU\u52b9\u7387\u3082\u4e0a\u304c\u308b\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">- <strong>**<\/strong><strong>P\/D Disaggregation\uff08Prefill\u3068Decode\u306e\u5206\u96e2\uff09:<\/strong><strong>**<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u3092\u3001\u6700\u521d\u306e\u91cd\u3044\u8a08\u7b97\uff08Prefill\uff09\u3068\u3001\u305d\u306e\u5f8c\u306e1\u6587\u5b57\u305a\u3064\u306e\u751f\u6210\uff08Decode\uff09\u306b\u5206\u3051\u3001\u300c\u305d\u308c\u305e\u308c\u5c02\u7528\u306eGPU\u30d7\u30fc\u30eb\u306b\u5206\u96e2\uff08Disaggregation\uff09\u3057\u3066\u3057\u307e\u3046\u300d\u3068\u3044\u3046\u529b\u6280\u3068\u3082\u8a00\u3048\u308b\u624b\u6cd5\u3002\u540c\u3058GPU\u3067\u3084\u308b\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u98df\u3044\u5408\u3046\u304b\u3089\u7269\u7406\u7684\u306b\u5206\u3051\u3088\u3046\u3001\u3068\u3044\u3046\u767a\u60f3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u753b\u50cf\u306f\u767a\u8868\u6642\u306e\u30b9\u30e9\u30a4\u30c9<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1526-1024x768.jpg\" alt=\"\" class=\"wp-image-84940\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1526-1024x768.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1526-360x270.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1526-768x576.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1526-1536x1152.jpg 1536w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1526-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"> 2. P\/D\u5206\u96e2\u304c\u5f15\u304d\u8d77\u3053\u3059\u3001\u65b0\u305f\u306a\u300c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u58c1\u300d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><em>&gt; \u30bb\u30c3\u30b7\u30e7\u30f3: Project Lightning Talk: Longhorn: What's New &amp; What's Next for Cloud Native Persistent Storage<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5225\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u95a2\u9023\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u805e\u3044\u3066\u307e\u305f\u6c17\u3065\u304d\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a08\u7b97\uff08Prefill\uff09\u3068\u751f\u6210\uff08Decode\uff09\u306e\u30b5\u30fc\u30d0\u30fc\u3092\u7269\u7406\u7684\u306b\u5206\u3051\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u300cPrefill\u5074\u3067\u4f5c\u3063\u305fGB\uff08\u30ae\u30ac\u30d0\u30a4\u30c8\uff09\u30af\u30e9\u30b9\u306e\u8d85\u5de8\u5927\u306aKV\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8d8a\u3057\u306bDecode\u5074\u3078\u8ee2\u9001\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001GPU\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u89e3\u6d88\u3057\u305f\u7d50\u679c\u3001\u4eca\u5ea6\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u6700\u5927\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">- <strong>**<\/strong><strong>PD KV Transfer:<\/strong><strong>**<\/strong> \u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u8ee2\u9001\u9045\u5ef6\u304c\u305d\u306e\u307e\u307e\u63a8\u8ad6\u306e\u9045\u3055\uff08\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u4f4e\u4e0b\uff09\u306b\u76f4\u7d50\u3059\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">- \u7d4c\u8def\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u5e2f\u57df\u304c\u8a70\u307e\u3063\u305f\u3089\u3001\u8fc2\u56de\u30eb\u30fc\u30c8\uff08DualPath KV Offload\uff09\u306a\u3069\u3092\u99c6\u4f7f\u3057\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u6642\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u7d30\u304b\u304f\u76e3\u8996\uff08Observability\uff09\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u306e\u3053\u3068\u3002\u5148\u306b\u805e\u3044\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u88cf\u5074\u306b\u3053\u3093\u306a\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u304c\u3042\u308b\u306e\u304b\u3068\u3001\u30a4\u30f3\u30d5\u30e9\u5168\u4f53\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306e\u96e3\u3057\u3055\u3092\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u753b\u50cf\u306f\u767a\u8868\u6642\u306e\u30b9\u30e9\u30a4\u30c9<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1530-1024x768.jpg\" alt=\"\" class=\"wp-image-84941\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1530-1024x768.jpg 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1530-360x270.jpg 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1530-768x576.jpg 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1530-1536x1152.jpg 1536w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/08\/IMG_1530-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u304a\u308f\u308a\u306b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u7279\u6709\u306e\u30a4\u30f3\u30d5\u30e9\u8ab2\u984c\uff08\u7279\u306bKV\u30ad\u30e3\u30c3\u30b7\u30e5\u5468\u308a\u306e\u653b\u9632\uff09\u306f\u79c1\u304c\u666e\u6bb5\u89e6\u308c\u3066\u3044\u308b\u9818\u57df\u3068\u306f\u9055\u3046\u7279\u8272\u304c\u3042\u308a\u65b0\u9bae\u3067\u3001\u5b66\u3073\u304c\u591a\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n\n\n\n<p 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