DDPC : Automated Data-Driven Power-Performance Controller Design on-the-fly for Latency-sensitive Web Services
Traditional power reduction techniques such as DVFS or RAPL are challenging to use with web services because they significantly affect the services' latency and throughput. Previous work suggested the use of controllers based on control theory or machine learning to reduce performance degradation under constrained power. However, generating these controllers is challenging as every web service app