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Never query the persistent database if the data can be served from memory. High-load platforms utilize an aggressive, multi-layered approach: Cache Layer Technology Example Local variables, Guava, Caffeine hiloadorg top

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Choosing the right runtime and mastering concurrency models is key to maximizing resource usage on backend nodes. High-Throughput Technology Stacks : Managing infrastructure as code

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