Pinyarash Pinyoanuntapong

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Traffic Engineering

Edge Information

Multiple Scales

Multi Agent Learning

Top Venues

INFOCOM Workshops

IEEE Internet Things Mag.

Publications

Pinyarash Pinyoanuntapong, Wesley Houston Huff, Minwoo Lee, Chen Chen, Pu Wang
Toward Scalable and Robust AIoT via Decentralized Federated Learning. IEEE Internet Things Mag. 5 (1) (2022)
Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
EdgeML: Towards network-accelerated federated learning over wireless edge. Comput. Networks 219 (2022)
Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing. CoRR (2021)
Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing. SEC (2021)
Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
EdgeML: Towards Network-Accelerated Federated Learning over Wireless Edge. CoRR (2021)
Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Pu Wang, Minwoo Lee, Chen Chen
FedAir: Towards Multi-hop Federated Learning Over-the-Air. SPAWC (2020)
Prabhu Janakaraj, Pinyarash Pinyoanuntapong, Pu Wang, Minwoo Lee
Towards In-Band Telemetry for Self Driving Wireless Networks. INFOCOM Workshops (2020)
Pinyarash Pinyoanuntapong, Minwoo Lee, Pu Wang
Distributed Multi-Hop Traffic Engineering via Stochastic Policy Gradient Reinforcement Learning. GLOBECOM (2019)
Pinyarash Pinyoanuntapong, Minwoo Lee, Pu Wang
Delay-Optimal Traffic Engineering through Multi-agent Reinforcement Learning. INFOCOM Workshops (2019)