Article-Journal

Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective
The problem of multi-armed bandit (MAB) with fairness constraints has emerged as an important research topic recently. For such …
Optimizing Resource Management for Shared Microservices: A Scalable System Design
We present an efficient resource management system, namely Erms, for guaranteeing SLAs with high probability in shared microservice …
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Cloud Configuration Optimization for Recurring Batch-Processing Applications
Recognizing the diversity of Big Data analytic jobs, cloud providers offer a wide range of VM instance types or even clusters to cater …
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An In-Depth Study of Microservice Call Graph and Runtime Performance
Loosely-coupled and light-weight microservices running in containers are replacing monolithic applications gradually. Understanding the …
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Optimal Job Scheduling with Resource Packing for Heterogeneous Servers
Jobs in modern computing clusters have highly diverse processing duration and heterogeneous resource requirements. In this paper, we …
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