{"id":7156,"date":"2026-11-08T08:43:38","date_gmt":"2026-11-08T00:43:38","guid":{"rendered":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/"},"modified":"2026-11-08T08:43:38","modified_gmt":"2026-11-08T00:43:38","slug":"buoyant-kinference-kubernetes-vllm-control-plane","status":"publish","type":"post","link":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/","title":{"rendered":"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72"},"content":{"rendered":"<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u63a8\u7406\u57fa\u7840\u8bbe\u65bd\u6b63\u9762\u4e34\u524d\u6240\u672a\u6709\u7684\u6311\u6218\u3002\u5982\u4f55\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u9ad8\u6548\u3001\u7a33\u5b9a\u4e14\u7ecf\u6d4e\u5730\u7ba1\u7406\u6a21\u578b\u63a8\u7406\u4efb\u52a1\uff0c\u6210\u4e3a\u4e86\u4e91\u539f\u751f\u793e\u533a\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002\u8fd1\u65e5\uff0c\u77e5\u540d\u7684\u4e91\u539f\u751f\u7f51\u7edc\u670d\u52a1\u63d0\u4f9b\u5546 Buoyant \u6b63\u5f0f\u5bf9\u5916\u53d1\u5e03\u4e86 Kinference\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\u7684\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u3002<\/p>\n<p>Buoyant \u56e0\u5176 Linkerd \u670d\u52a1\u7f51\u683c\u800c\u95fb\u540d\uff0c\u800c\u6b64\u6b21\u63a8\u51fa\u7684 Kinference \u5219\u6807\u5fd7\u7740\u8be5\u516c\u53f8\u5728 AI \u57fa\u7840\u8bbe\u65bd\u9886\u57df\u7684\u6df1\u5ea6\u62d3\u5c55\u3002\u8be5\u4ea7\u54c1\u91c7\u7528\u4e86 Apache 2.0 \u534f\u8bae\u5f00\u6e90\uff0c\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e00\u4e2a\u7edf\u4e00\u3001\u9ad8\u6548\u7684\u7ba1\u7406\u5c42\uff0c\u4ee5\u7b80\u5316\u5728 Kubernetes \u96c6\u7fa4\u4e0a\u90e8\u7f72\u548c\u7ba1\u7406 vLLM \u63a8\u7406\u670d\u52a1\u7684\u590d\u6742\u6d41\u7a0b\u3002<\/p>\n<h2>\u89e3\u51b3 AI \u63a8\u7406\u7684\u590d\u6742\u6027<\/h2>\n<p>vLLM \u662f\u76ee\u524d\u5f00\u6e90\u793e\u533a\u4e2d\u975e\u5e38\u6d41\u884c\u7684\u9ad8\u6027\u80fd\u5927\u6a21\u578b\u63a8\u7406\u5f15\u64ce\uff0c\u5b83\u901a\u8fc7 PagedAttention \u7b49\u6280\u672f\u663e\u8457\u63d0\u5347\u4e86\u63a8\u7406\u541e\u5410\u91cf\u3002\u7136\u800c\uff0c\u5f53 vLLM \u90e8\u7f72\u5728 Kubernetes \u8fd9\u79cd\u590d\u6742\u7684\u7f16\u6392\u7cfb\u7edf\u4e0a\u65f6\uff0c\u5982\u4f55\u8fdb\u884c\u6d41\u91cf\u7ba1\u7406\u3001\u8d1f\u8f7d\u5747\u8861\u4ee5\u53ca\u591a\u79df\u6237\u9694\u79bb\uff0c\u5f80\u5f80\u9700\u8981\u7f16\u5199\u5927\u91cf\u7684\u81ea\u5b9a\u4e49\u811a\u672c\u6216\u4f7f\u7528\u590d\u6742\u7684\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n<p>Kinference \u7684\u51fa\u73b0\u6b63\u662f\u4e3a\u4e86\u586b\u8865\u8fd9\u4e00\u7a7a\u767d\u3002\u4f5c\u4e3a\u63a7\u5236\u5e73\u9762\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u5957\u6807\u51c6\u5316\u7684\u63a5\u53e3\u548c\u58f0\u660e\u5f0f\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u8ba9\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u914d\u7f6e\u5b9a\u4e49\u590d\u6742\u7684\u63a8\u7406\u670d\u52a1\u8def\u7531\u89c4\u5219\uff0c\u800c\u65e0\u9700\u5173\u5fc3\u5e95\u5c42\u7684 Pod \u8c03\u5ea6\u548c\u7f51\u7edc\u7ec6\u8282\u3002<\/p>\n<h2>\u4e09\u5927\u6838\u5fc3\u7279\u6027\u89e3\u6790<\/h2>\n<p>Kinference \u62e5\u6709\u51e0\u4e2a\u5173\u952e\u7684\u6280\u672f\u7279\u6027\uff0c\u4f7f\u5176\u5728\u4f17\u591a\u63a8\u7406\u7ba1\u7406\u5de5\u5177\u4e2d\u8131\u9896\u800c\u51fa\uff1a<\/p>\n<p>\u9996\u5148\uff0c<strong>\u58f0\u660e\u5f0f\u8def\u7531\u7b56\u7565<\/strong>\u3002\u8fd9\u4e00\u7279\u6027\u5141\u8bb8\u7528\u6237\u4ee5\u58f0\u660e\u5f0f\u7684\u65b9\u5f0f\u5b9a\u4e49\u6d41\u91cf\u5982\u4f55\u5206\u53d1\u5230\u4e0d\u540c\u7684\u6a21\u578b\u5b9e\u4f8b\u3002\u65e0\u8bba\u662f\u57fa\u4e8e\u8bf7\u6c42\u5185\u5bb9\u7684\u667a\u80fd\u8def\u7531\uff0c\u8fd8\u662f\u57fa\u4e8e\u8d1f\u8f7d\u7684\u52a8\u6001\u8c03\u6574\uff0cKinference \u90fd\u80fd\u901a\u8fc7\u58f0\u660e\u5f0f\u7684 YAML \u914d\u7f6e\u8f7b\u677e\u5b9e\u73b0\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u8fd0\u7ef4\u95e8\u69db\u3002<\/p>\n<p>\u5176\u6b21\uff0c<strong>KV-cache-aware \u8d1f\u8f7d\u5747\u8861<\/strong>\u3002\u8fd9\u662f Kinference \u7684\u4e00\u5927\u6280\u672f\u4eae\u70b9\u3002\u5728\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0cKV Cache\uff08\u952e\u503c\u7f13\u5b58\uff09\u7528\u4e8e\u5b58\u50a8\u4e2d\u95f4\u8ba1\u7b97\u7ed3\u679c\u4ee5\u52a0\u901f\u751f\u6210\u3002\u4f20\u7edf\u7684\u8d1f\u8f7d\u5747\u8861\u5668\u5f80\u5f80\u5ffd\u7565\u8fd9\u4e00\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5bfc\u81f4\u90e8\u5206\u8bf7\u6c42\u91cd\u590d\u8ba1\u7b97\u3002Kinference \u80fd\u591f\u611f\u77e5 KV Cache \u7684\u72b6\u6001\uff0c\u667a\u80fd\u5730\u5c06\u65b0\u8bf7\u6c42\u8c03\u5ea6\u5230\u7f13\u5b58\u547d\u4e2d\u7387\u66f4\u9ad8\u3001\u8ba1\u7b97\u538b\u529b\u66f4\u5c0f\u7684\u8282\u70b9\u4e0a\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u6574\u4f53\u541e\u5410\u91cf\u3002<\/p>\n<p>\u6700\u540e\uff0c<strong>\u591a\u79df\u6237\u6307\u6807\u76d1\u63a7<\/strong>\u3002\u5728\u591a\u79df\u6237\u73af\u5883\u4e0b\uff0c\u4e0d\u540c\u5ba2\u6237\u6216\u56e2\u961f\u5bf9\u8d44\u6e90\u7684\u4f7f\u7528\u60c5\u51b5\u9700\u8981\u88ab\u4e25\u683c\u9694\u79bb\u548c\u76d1\u63a7\u3002Kinference \u63d0\u4f9b\u4e86\u7ec6\u7c92\u5ea6\u7684\u79df\u6237\u7ea7\u6307\u6807\uff0c\u8ba9\u7ba1\u7406\u5458\u80fd\u591f\u6e05\u6670\u5730\u770b\u5230\u6bcf\u4e2a\u79df\u6237\u7684\u63a8\u7406\u5ef6\u8fdf\u3001\u8d44\u6e90\u5360\u7528\u60c5\u51b5\uff0c\u4ece\u800c\u5b9e\u73b0\u7cbe\u7ec6\u5316\u7684\u6210\u672c\u63a7\u5236\u548c\u6027\u80fd\u4f18\u5316\u3002<\/p>\n<h2>\u6027\u80fd\u63d0\u5347\u663e\u8457\uff1a\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%<\/h2>\n<p>\u5728 Buoyant \u5b98\u65b9\u8fdb\u884c\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cKinference \u5c55\u73b0\u51fa\u4e86\u60ca\u4eba\u7684\u6027\u80fd\u63d0\u5347\u3002\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\uff0c\u5f15\u5165 Kinference \u540e\uff0c\u4e2d\u4f4d\u9996\u5b57\u751f\u6210\u65f6\u95f4\uff08TTFT\uff0cTime to First Token\uff09\u964d\u4f4e\u4e86 95%\u3002\u9996\u5b57\u751f\u6210\u65f6\u95f4\u662f\u8861\u91cf\u5927\u6a21\u578b\u5e94\u7528\u7528\u6237\u4f53\u9a8c\u7684\u5173\u952e\u6307\u6807\u4e4b\u4e00\uff0c\u8fd9\u4e00\u6307\u6807\u7684\u9aa4\u964d\u610f\u5473\u7740\u7528\u6237\u5728\u8c03\u7528 API \u65f6\u51e0\u4e4e\u611f\u89c9\u4e0d\u5230\u5ef6\u8fdf\uff0c\u6781\u5927\u5730\u6539\u5584\u4e86\u4ea4\u4e92\u4f53\u9a8c\u3002<\/p>\n<p>\u8fd9\u79cd\u6027\u80fd\u7684\u63d0\u5347\u5e76\u975e\u5076\u7136\uff0c\u800c\u662f\u5f97\u76ca\u4e8e KV-cache-aware \u8d1f\u8f7d\u5747\u8861\u673a\u5236\u3002\u901a\u8fc7\u4f18\u5316\u8bf7\u6c42\u5206\u53d1\u7b56\u7565\uff0c\u7cfb\u7edf\u51cf\u5c11\u4e86\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u5f00\u9500\uff0c\u4f7f\u5f97\u8ba1\u7b97\u8d44\u6e90\u80fd\u591f\u66f4\u96c6\u4e2d\u5728\u5904\u7406\u65b0\u8f93\u5165\u4e0a\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u4e86\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n<h2>\u5f00\u6e90\u751f\u6001\u7684\u79ef\u6781\u5f71\u54cd<\/h2>\n<p>Kinference \u7684\u5f00\u6e90\u53d1\u5e03\u5bf9\u4e8e\u6574\u4e2a AI \u57fa\u7840\u8bbe\u65bd\u9886\u57df\u5177\u6709\u79ef\u6781\u610f\u4e49\u3002\u9996\u5148\uff0c\u5b83\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u3001\u9ad8\u6027\u80fd\u7684\u63a8\u7406\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\uff0c\u964d\u4f4e\u4e86\u57fa\u4e8e Kubernetes \u6784\u5efa AI \u5e94\u7528\u7684\u6280\u672f\u95e8\u69db\u3002\u5176\u6b21\uff0cApache 2.0 \u8bb8\u53ef\u8bc1\u786e\u4fdd\u4e86\u793e\u533a\u7684\u5e7f\u6cdb\u53c2\u4e0e\uff0c\u672a\u6765\u53ef\u80fd\u4f1a\u6709\u66f4\u591a\u7684\u8d21\u732e\u8005\u52a0\u5165\uff0c\u5171\u540c\u5b8c\u5584 Kinference \u7684\u529f\u80fd\u3002<\/p>\n<p>\u968f\u7740\u4f01\u4e1a\u5bf9 LLM \u5e94\u7528\u9700\u6c42\u7684\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u6784\u5efa\u4e00\u4e2a\u65e2\u7b26\u5408\u4e91\u539f\u751f\u6807\u51c6\uff0c\u53c8\u80fd\u652f\u6301\u9ad8\u6027\u80fd\u63a8\u7406\u7684\u7edf\u4e00\u5e73\u53f0\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\u3002Kinference \u7684\u63a8\u51fa\uff0c\u65e0\u7591\u4e3a Kubernetes \u751f\u6001\u5728 AI \u9886\u57df\u7684\u843d\u5730\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\uff0c\u6709\u671b\u6210\u4e3a\u672a\u6765\u6784\u5efa\u4f01\u4e1a\u7ea7 LLM \u63a8\u7406\u5e73\u53f0\u7684\u9996\u9009\u65b9\u6848\u4e4b\u4e00\u3002<\/p>\n<p><em>\u4fe1\u606f\u6765\u6e90\uff1aMarkTechPost\uff0c\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.marktechpost.com\/2026\/11\/07\/buoyant-kinference-open-source-inference-control-plane-kubernetes-vllm\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">https:\/\/www.marktechpost.com\/2026\/11\/07\/buoyant-kinference-open-source-inference-control-plane-kubernetes-vllm\/<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Buoyant \u53d1\u5e03\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762 Kinference\uff0c\u57fa\u4e8e Apache 2.0 \u534f\u8bae\uff0c\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\uff0c\u65e8\u5728\u901a\u8fc7\u58f0\u660e\u5f0f\u8def\u7531\u548c KV-cache \u611f\u77e5\u8d1f\u8f7d\u5747\u8861\u5c06\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-7156","post","type-post","status-publish","format-standard","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72 - OAIDO AI<\/title>\n<meta name=\"description\" content=\"Buoyant \u53d1\u5e03\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762 Kinference\uff0c\u57fa\u4e8e Apache 2.0 \u534f\u8bae\uff0c\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\uff0c\u65e8\u5728\u901a\u8fc7\u58f0\u660e\u5f0f\u8def\u7531\u548c KV-cache \u611f\u77e5\u8d1f\u8f7d\u5747\u8861\u5c06\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72 - OAIDO AI\" \/>\n<meta property=\"og:description\" content=\"Buoyant \u53d1\u5e03\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762 Kinference\uff0c\u57fa\u4e8e Apache 2.0 \u534f\u8bae\uff0c\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\uff0c\u65e8\u5728\u901a\u8fc7\u58f0\u660e\u5f0f\u8def\u7531\u548c KV-cache \u611f\u77e5\u8d1f\u8f7d\u5747\u8861\u5c06\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/\" \/>\n<meta property=\"og:site_name\" content=\"OAIDO AI\" \/>\n<meta property=\"article:published_time\" content=\"2026-11-08T00:43:38+00:00\" \/>\n<meta name=\"author\" content=\"oaido_ai\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"oaido_ai\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/\"},\"author\":{\"name\":\"oaido_ai\",\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/#\\\/schema\\\/person\\\/984ba9574feb0b6e609ac8ef07488dac\"},\"headline\":\"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72\",\"datePublished\":\"2026-11-08T00:43:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/\"},\"wordCount\":61,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/#\\\/schema\\\/person\\\/984ba9574feb0b6e609ac8ef07488dac\"},\"articleSection\":[\"\u6700\u65b0\u52a8\u6001\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/\",\"url\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/\",\"name\":\"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72 - OAIDO AI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/#website\"},\"datePublished\":\"2026-11-08T00:43:38+00:00\",\"description\":\"Buoyant \u53d1\u5e03\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762 Kinference\uff0c\u57fa\u4e8e Apache 2.0 \u534f\u8bae\uff0c\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\uff0c\u65e8\u5728\u901a\u8fc7\u58f0\u660e\u5f0f\u8def\u7531\u548c KV-cache \u611f\u77e5\u8d1f\u8f7d\u5747\u8861\u5c06\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%\u3002\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/2026\\\/11\\\/08\\\/buoyant-kinference-kubernetes-vllm-control-plane\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ai.oaido.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/#website\",\"url\":\"https:\\\/\\\/ai.oaido.com\\\/\",\"name\":\"OAIDO AI\",\"description\":\"AI\u6700\u65b0\u8d44\u8baf\u3001\u6280\u672f\u6587\u7ae0\u3001\u5de5\u5177\u63a8\u8350\u3001\u5b66\u4e60\u8d44\u6599\",\"publisher\":{\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/#\\\/schema\\\/person\\\/984ba9574feb0b6e609ac8ef07488dac\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ai.oaido.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/#\\\/schema\\\/person\\\/984ba9574feb0b6e609ac8ef07488dac\",\"name\":\"oaido_ai\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg\",\"url\":\"https:\\\/\\\/ai.oaido.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg\",\"contentUrl\":\"https:\\\/\\\/ai.oaido.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg\",\"width\":512,\"height\":512,\"caption\":\"oaido_ai\"},\"logo\":{\"@id\":\"https:\\\/\\\/ai.oaido.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg\"},\"sameAs\":[\"https:\\\/\\\/ai.oaido.com\"],\"url\":\"https:\\\/\\\/ai.oaido.com\\\/index.php\\\/author\\\/adminai_oaido\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72 - OAIDO AI","description":"Buoyant \u53d1\u5e03\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762 Kinference\uff0c\u57fa\u4e8e Apache 2.0 \u534f\u8bae\uff0c\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\uff0c\u65e8\u5728\u901a\u8fc7\u58f0\u660e\u5f0f\u8def\u7531\u548c KV-cache \u611f\u77e5\u8d1f\u8f7d\u5747\u8861\u5c06\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/","og_locale":"zh_CN","og_type":"article","og_title":"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72 - OAIDO AI","og_description":"Buoyant \u53d1\u5e03\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762 Kinference\uff0c\u57fa\u4e8e Apache 2.0 \u534f\u8bae\uff0c\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\uff0c\u65e8\u5728\u901a\u8fc7\u58f0\u660e\u5f0f\u8def\u7531\u548c KV-cache \u611f\u77e5\u8d1f\u8f7d\u5747\u8861\u5c06\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%\u3002","og_url":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/","og_site_name":"OAIDO AI","article_published_time":"2026-11-08T00:43:38+00:00","author":"oaido_ai","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"oaido_ai"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/#article","isPartOf":{"@id":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/"},"author":{"name":"oaido_ai","@id":"https:\/\/ai.oaido.com\/#\/schema\/person\/984ba9574feb0b6e609ac8ef07488dac"},"headline":"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72","datePublished":"2026-11-08T00:43:38+00:00","mainEntityOfPage":{"@id":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/"},"wordCount":61,"commentCount":0,"publisher":{"@id":"https:\/\/ai.oaido.com\/#\/schema\/person\/984ba9574feb0b6e609ac8ef07488dac"},"articleSection":["\u6700\u65b0\u52a8\u6001"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/","url":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/","name":"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72 - OAIDO AI","isPartOf":{"@id":"https:\/\/ai.oaido.com\/#website"},"datePublished":"2026-11-08T00:43:38+00:00","description":"Buoyant \u53d1\u5e03\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762 Kinference\uff0c\u57fa\u4e8e Apache 2.0 \u534f\u8bae\uff0c\u4e13\u4e3a Kubernetes \u548c vLLM \u8bbe\u8ba1\uff0c\u65e8\u5728\u901a\u8fc7\u58f0\u660e\u5f0f\u8def\u7531\u548c KV-cache \u611f\u77e5\u8d1f\u8f7d\u5747\u8861\u5c06\u9996\u5b57\u751f\u6210\u65f6\u95f4\u964d\u4f4e 95%\u3002","breadcrumb":{"@id":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/ai.oaido.com\/index.php\/2026\/11\/08\/buoyant-kinference-kubernetes-vllm-control-plane\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ai.oaido.com\/"},{"@type":"ListItem","position":2,"name":"Buoyant \u63a8\u51fa Kinference\uff1a\u5f00\u6e90\u63a8\u7406\u63a7\u5236\u5e73\u9762\u52a9\u529b Kubernetes \u4e0e vLLM \u9ad8\u6548\u90e8\u7f72"}]},{"@type":"WebSite","@id":"https:\/\/ai.oaido.com\/#website","url":"https:\/\/ai.oaido.com\/","name":"OAIDO AI","description":"AI\u6700\u65b0\u8d44\u8baf\u3001\u6280\u672f\u6587\u7ae0\u3001\u5de5\u5177\u63a8\u8350\u3001\u5b66\u4e60\u8d44\u6599","publisher":{"@id":"https:\/\/ai.oaido.com\/#\/schema\/person\/984ba9574feb0b6e609ac8ef07488dac"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ai.oaido.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":["Person","Organization"],"@id":"https:\/\/ai.oaido.com\/#\/schema\/person\/984ba9574feb0b6e609ac8ef07488dac","name":"oaido_ai","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg","url":"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg","contentUrl":"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg","width":512,"height":512,"caption":"oaido_ai"},"logo":{"@id":"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/\u5fae\u4fe1\u622a\u56fe_20240918174247.jpg"},"sameAs":["https:\/\/ai.oaido.com"],"url":"https:\/\/ai.oaido.com\/index.php\/author\/adminai_oaido\/"}]}},"_links":{"self":[{"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/posts\/7156","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/comments?post=7156"}],"version-history":[{"count":0,"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/posts\/7156\/revisions"}],"wp:attachment":[{"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/media?parent=7156"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/categories?post=7156"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai.oaido.com\/index.php\/wp-json\/wp\/v2\/tags?post=7156"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}