J
Jiacheng Liu
Researcher at Shanghai Jiao Tong University
Publications - 3
Citations - 44
Jiacheng Liu is an academic researcher from Shanghai Jiao Tong University. The author has contributed to research in topics: Microservices & Graph (abstract data type). The author has an hindex of 2, co-authored 3 publications receiving 7 citations.
Papers
More filters
Proceedings ArticleDOI
AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph
TL;DR: In this paper, a learning-powered resource management system tailored to the microservice environment is proposed, which can improve the mean and p95 response time by up to 80% and 77.5% respectively compared with conventional schemes.
Proceedings ArticleDOI
ANT-Man: Towards Agile Power Management in the Microservice Era
TL;DR: ANT-Man is introduced, an Auto, Native and Transparent power Management framework that can exploit fine-grained microservice variability for system efficiency and enables super-fast power budget enforcement with nanosecond-scale performance scaling.
Proceedings ArticleDOI
Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era
TL;DR: This paper model microservice using a bipartite graph and propose a metric called microservice criticality factor (MCF) to measure the overall impact of performance scaling on a microservice from the whole application's perspective, and devise ServiceFridge, a novel system framework that leverages MCF to jointly orchestrate software containers and control hardware power demand.