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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
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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