681 citations · 2.7k across the 36 of their papers we have counts for
6 papers · 1 filter
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications
Linfeng Wen, Minxian Xu, Sukhpal Singh Gill +4
Microservice architecture has transformed traditional monolithic applications into lightweight components. Scaling these lightweight microservices is more efficient than scaling se…
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters
Haoyu Bai, Minxian Xu, Kejiang Ye +2
Microservices have transformed monolithic applications into lightweight, self-contained, and isolated application components, establishing themselves as a dominant paradigm for app…
Edge AI: A Taxonomy, Systematic Review and Future Directions
Sukhpal Singh Gill, Muhammed Golec, Jianmin Hu +12
Edge Artificial Intelligence (AI) incorporates a network of interconnected systems and devices that receive, cache, process, and analyze data in close communication with the locati…
Collaborative Resource Management and Workloads Scheduling in Cloud-Assisted Mobile Edge Computing across Timescales
Lujie Tang, Minxian Xu, Chengzhong Xu +1
Due to the limited resource capacity of edge servers and the high purchase costs of edge resources, service providers are facing the new challenge of how to take full advantage of…
TempoScale: A Cloud Workloads Prediction Approach Integrating Short-Term and Long-Term Information
Linfeng Wen, Minxian Xu, Adel N. Toosi +1
Cloud native solutions are widely applied in various fields, placing higher demands on the efficient management and utilization of resource platforms. To achieve the efficiency, lo…
An Interference-aware Approach for Co-located Container Orchestration with Novel Metric
Xiang Li, Linfeng Wen, Minxian Xu +1
Container orchestration technologies are widely employed in cloud computing, facilitating the co-location of online and offline services on the same infrastructure. Online services…