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07/11/2023
PePNet: A Periodicity-Perceived Workload Prediction Network Supporting Rare Occurrence of Heavy Workload
Cloud providers can greatly benefit from accurate workload prediction. H...
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05/11/2023
Scheduling Multi-Server Jobs with Sublinear Regrets via Online Learning
Nowadays, multi-server jobs, which request multiple computing devices an...
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04/09/2022
Learning to Dispatch Multi-Server Jobs in Bipartite Graphs with Unknown Service Rates
Multi-server jobs are imperative in modern cloud computing systems. A mu...
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12/05/2021
Online Social Welfare Maximization with Spatio-Temporal Resource Mesh for Serverless
Serverless computing is leading the way to a simplified and general purp...
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12/28/2020
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks
Network slicing is the key to enable virtualized resource sharing among ...
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12/08/2020
Placement is not Enough: Embedding with Proactive Stream Mapping on the Heterogenous Edge
Edge computing is naturally suited to the applications generated by Inte...
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11/09/2019
Distributed Redundancy Scheduling for Microservice-based Applications at the Edge
Multi-access Edge Computing (MEC) is booming as a promising paradigm to ...
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09/02/2019
Edge Intelligence: the Confluence of Edge Computing and Artificial Intelligence
Along with the deepening development in communication technologies and t...
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03/12/2019