57 citations · 95 across the 51 of their papers we have counts for
4 papers · 1 filter
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP
Shiva Raj Pokhrel, Jinho Choi, Anwar Walid
The bottleneck of distributed edge learning (DEL) over wireless has shifted from computing to communication, primarily the aggregation-averaging (Agg-Avg) process of DEL. The exist…
Understand-Before-Talk (UBT): A Semantic Communication Approach to 6G Networks
Shiva Raj Pokhrel, Jinho Choi
In Shannon theory, semantic aspects of communication were identified but considered irrelevant to the technical communication problems. Semantic communication (SC) techniques have…
A Survey of Distributed Ledger Technology for IoT Verticals
Rongxin Xu, Qiujun Lan, Shiva Raj Pokhrel +1
The Internet of Things (IoT) and Distributed ledger technology (DLT) have significantly changed our daily lives. Due to their distributed operational environment and naturally dece…
FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning
Rongxin Xu, Shiva Raj Pokhrel, Qiujun Lan +1
Vanilla Federated learning (FL) relies on the centralized global aggregation mechanism and assumes that all clients are honest. This makes it a challenge for FL to alleviate the si…