Research notes and technical articles on serverless computing, cloud optimisation, reinforcement learning, and distributed systems.
A comprehensive guide to understanding and mitigating cold start latency in AWS Lambda — covering provisioned concurrency, container reuse, warm-up patterns, and deployment packaging strategies.
How reinforcement learning transforms serverless autoscaling from reactive threshold-based rules to proactive, workload-aware decisions. Covers DRQN, PPO, and real-world deployment on OpenFaaS.
Demystifying how serverless platforms achieve automatic scaling — from cold starts and concurrency management to the engineering trade-offs behind remarkable elasticity.
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