20 citations · 20 across the 2 of their papers we have counts for
2 papers
eess.SP2024★ 20 cited
Hybrid Online-Offline Learning for Task Offloading in Mobile Edge Computing Systems
Muhammad Sohaib, Sang-Woon Jeon, Wei Yu
We consider a multi-user multi-server mobile edge computing (MEC) system, in which users arrive on a network randomly over time and generate computation tasks, which will be comput…
eess.SP2021
Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees
Muhammad Sohaib, Jongjin Jeong, Sang-Woon Jeon
We consider a multichannel random access system in which each user accesses a single channel at each time slot to communicate with an access point (AP). Users arrive to the system…