Pinyarash Pinyoanuntapong

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Active since

2019

Affiliations

University of North Carolina at Charlotte(Current)

University of Central Florida

Pinyarash Pinyoanuntapong is an author at University of North Carolina at Charlotte specializing in edge computing, distributed learning, and computer science.

Top concepts

EngineeringEdge ComputingComputer ScienceDistributed LearningData ScienceMachine LearningMobile ComputingFederated LearningInternet Of ThingsArtificial Intelligence

Publications per year

2019–2022

Publications

Delay-Optimal Traffic Engineering through Multi-agent Reinforcement Learning

Pinyarash Pinyoanuntapong, Minwoo Lee, Pu Wang · 2019 · 31 citations

Markov Decision Process, Intelligent Traffic Management, Multi-agent Reinforcement Learning +13

FedAir: Towards Multi-hop Federated Learning Over-the-Air

Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Pu Wang et al. · 2020 · 23 citations

Artificial Intelligence, Engineering, Machine Learning +14

Toward Scalable and Robust AIoT via Decentralized Federated Learning

Pinyarash Pinyoanuntapong, Wesley Houston Huff, Minwoo Lee et al. · IEEE Internet of Things Magazine · 2022 · 19 citations

Artificial Intelligence, Cluster Computing, Engineering +18

EdgeML: Towards network-accelerated federated learning over wireless edge

Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan et al. · Computer Networks · 2022 · 14 citations

Engineering, Machine Learning, Data Science +6

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