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What is Pro Smart about?

This document discusses the development of Smart HPA and ProSmart HPA, two innovative auto-scaling solutions for microservice architectures that address the limitations of existing Horizontal Pod Auto-scalers (HPAs) in resource-constrained environments. Smart HPA utilizes a reactive policy for resource exchange among microservices, while ProSmart HPA employs a proactive, machine-learning-driven approach to optimize resource management and minimize delays in pod startup and termination. Experimental results

Author

Quốc Khánh

Language

EN