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Microservice
A Learning-based Dynamic Load Balancing Approach for Microservice Systems in Multi-cloud Environment
This paper presents a learning-based approach to route requests in order to balance the load in the multi-cloud environment .
Jieqi Cui
,
Pengfei Chen
,
Guangba Yu
Microscaler: Cost-effective Scaling for Microservice Applications in the Cloud with an Online Learning Approach
In this paper, we present a novel system named Microscaler to automatically identify the scaling-needed services and scale them to meet the Service Level Agreement (SLA) with an optimal cost for microservice applications.
Guangba Yu
,
Pengfei Chen
,
Zibin Zheng
A Framework of Virtual War Room and Matrix Sketch-Based Streaming Anomaly Detection for Microservice Systems
In this paper, we build a system named “VWR”, a framework of Virtual War Room for operating microservice applications which allows users to simulate their microservice architectures with low overhead and inject multiple types of faults into the microservice system with chaos engineering.
Hongyang Chen
,
Pengfei Chen
,
Guangba Yu
Microscaler: Automatic Scaling for Microservices with an Online Learning Approach
In this paper, we present a novel system named Microscaler to automatically identify the scaling-needed services and scale them to meet the service level agreement (SLA) with an optimal cost for micro-service systems.
Guangba Yu
,
Pengfei Chen
,
Zibin Zheng
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