[{"data":1,"prerenderedAt":106},["ShallowReactive",2],{"blogs-tag-detail-gpu-en":3},{"status":4,"tag":5,"items":8,"total":7,"page":7,"totalPages":7,"limit":27,"lang":13,"categories":28,"popularTags":70},"success",{"name":6,"slug":6,"totalCount":7},"gpu",1,[9],{"id":10,"title":11,"slug":12,"lang":13,"category":14,"categorySlug":15,"summary":16,"excerpt":16,"author":17,"date":18,"readTime":19,"image":20,"tags":21,"publishedAt":24,"createdAt":24,"updatedAt":24,"filePath":25,"sourceUrl":26},"cron-1786954877848","One GPU, four ways to share it: ten scenarios, and the headline finding I had to retract","one-gpu-four-ways-to-share-it-ten-scenarios-and-the-headline-finding-i-had-to-retract-3y1v","en","Kubernetes","kubernetes","I measured every GPU sharing mode across ten scenarios, published a headline finding that duplicate models are nearly free on unified memory, then failed to replicate it and retracted it. Here is what the controlled replication showed and how the original measurement fooled me.","Christopher Maher","8\u002F17\u002F2026","6 phút","https:\u002F\u002Fmedia2.dev.to\u002Fdynamic\u002Fimage\u002Fwidth=1000,height=420,fit=cover,gravity=auto,format=auto\u002Fhttps%3A%2F%2Fllmkube.com%2Fog-gpu-sharing-four-ways-devto.png",[14,15,6,22,23],"ai","devops","2026-08-17T08:21:17.847Z","\u002FUsers\u002Fnguyenanhtuan\u002FCode\u002FNuxtjs\u002Fnextpress\u002Fintlight\u002Fpublic\u002Fcontents\u002Fkubernetes\u002Fone-gpu-four-ways-to-share-it-ten-scenarios-and-the-headline-finding-i-had-to-retract-3y1v.md","https:\u002F\u002Fdev.to\u002Fdefilan\u002Fone-gpu-four-ways-to-share-it-ten-scenarios-and-the-one-number-that-inverts-on-your-hardware-1bih",9,[29,38,45,53,61],{"name":30,"slug":31,"description":32,"icon":33,"image":34,"color":35,"bgGradient":36,"count":37},"Nuxt 4","nuxt-4","Kỹ thuật tối ưu hóa SSR sub-40ms, Nitro Server Cache L1\u002FL2, Pinia State Management và kiến trúc Micro-Frontend trên Nuxt 4.","code-2","\u002Fimages\u002Fhero_dashboard.webp","#00DC82","from-emerald-500\u002F20 to-teal-500\u002F5",0,{"name":14,"slug":15,"description":39,"icon":40,"image":41,"color":42,"bgGradient":43,"count":44},"Khám phá kiến trúc Multi-Region Active-Active, Auto-scaling KEDA, Istio Service Mesh, GitOps ArgoCD và giám sát Prometheus\u002FGrafana.","server","\u002Fimages\u002Fcloud_nodes.webp","#326CE5","from-blue-500\u002F20 to-indigo-500\u002F5",6,{"name":46,"slug":47,"description":48,"icon":49,"image":50,"color":51,"bgGradient":52,"count":44},"Security","security","Chiến lược phòng thủ Zero-Trust, WAF Anti-DDoS, OAuth 2.1 PKCE, mã hóa 256-bit và tiêu chuẩn bảo mật OWASP Top 10.","shield-check","\u002Fimages\u002Flumina_it_shield.webp","#E11D48","from-rose-500\u002F20 to-red-500\u002F5",{"name":54,"slug":55,"description":56,"icon":57,"image":58,"color":59,"bgGradient":60,"count":44},"Microservices","microservices","Xây dựng hệ thống phân tán với Event-Driven Kafka, gRPC HTTP\u002F2 nhị phân, CQRS \u002F Saga Pattern và API Gateway Kong.","cpu","\u002Fimages\u002Fai_mesh.webp","#8B5CF6","from-purple-500\u002F20 to-violet-500\u002F5",{"name":62,"slug":63,"description":64,"icon":65,"image":66,"color":67,"bgGradient":68,"count":69},"AI Agents","ai-agents","Ứng dụng AI Agentic Era 2026, RAG Vector Database (Qdrant\u002FPgvector), Multi-Agent Systems và tối ưu vLLM Inference.","bot","\u002Fimages\u002Flumina_it_ai.webp","#F59E0B","from-amber-500\u002F20 to-orange-500\u002F5",7,[71,72,74,75,76,77,78,79,80,81,83,86,89,91,94,96,98,100,102,104],{"name":62,"slug":63,"count":69},{"name":73,"slug":73,"count":69},"aiagents",{"name":47,"slug":47,"count":69},{"name":54,"slug":55,"count":44},{"name":55,"slug":55,"count":44},{"name":46,"slug":47,"count":44},{"name":14,"slug":15,"count":44},{"name":15,"slug":15,"count":44},{"name":23,"slug":23,"count":44},{"name":22,"slug":22,"count":82},4,{"name":84,"slug":84,"count":85},"opensource",3,{"name":87,"slug":87,"count":88},"backend",2,{"name":90,"slug":90,"count":88},"api",{"name":92,"slug":93,"count":88},"Trending","trending",{"name":95,"slug":95,"count":88},"go",{"name":97,"slug":97,"count":88},"agents",{"name":99,"slug":99,"count":88},"architecture",{"name":101,"slug":101,"count":88},"programming",{"name":103,"slug":103,"count":88},"codereview",{"name":105,"slug":105,"count":7},"2026",1786961341227]