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This document discusses various techniques for scaling systems, including vertical scaling by increasing a single server's resources, horizontal scaling by adding more servers behind a load balancer, and database scaling techniques like replication, load balancing, partitioning, and sharding. It also covers caching with Memcached and Redis, high availability, and data center and availability zone-based load balancing.Read less