5 papers · 1 filter
Auto-scaling Approaches for Microservice Applications: A Survey and Taxonomy
Minxian Xu, Junhan Liao, Linfeng Wen +4
Microservice applications are created as loosely coupled application components and they leverage cloud elasticity to reduce costs and increase development speed. However, microser…
MSARS: A Meta-Learning and Reinforcement Learning Framework for SLO Resource Allocation and Adaptive Scaling for Microservices
Kan Hu, Linfeng Wen, Minxian Xu +1
Service Level Objectives (SLOs) aim to set threshold for service time in cloud services to ensure acceptable quality of service (QoS) and user satisfaction. Currently, many studies…
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…
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…