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03/14/2023
Best arm identification in rare events
We consider the best arm identification problem in the stochastic multi-...
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08/11/2020
City-Scale Agent-Based Simulators for the Study of Non-Pharmaceutical Interventions in the Context of the COVID-19 Epidemic
We highlight the usefulness of city-scale agent-based simulators in stud...
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04/13/2020
Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge
Deep Learning (DL) model-based AI services are increasingly offered in a...
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04/11/2019
FECBench: A Holistic Interference-aware Approach for Application Performance Modeling
Services hosted in multi-tenant cloud platforms often encounter performa...
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04/03/2019
CloudCAMP: Automating Cloud Services Deployment and Management
Users of cloud platforms often must expend significant manual efforts in...
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04/03/2019
CloudCAMP: Automating Cloud Services Deployment & Management
Users of cloud platforms often must expend significant manual efforts in...
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04/03/2019
Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks
With the proliferation of machine learning (ML) libraries and frameworks...
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04/02/2019