--- title: Production Ops short_description: "Running Qdrant in production: scaling, memory optimization, quantization, multitenancy, and access control." description: Operate Qdrant at scale. Learn how to optimize memory and resources, apply quantization, manage multitenancy and sharding, and secure access in production. category: production-ops url: /articles/production-ops/ isCategoryPage: true weight: 40 ---