35 citations · 36 across the 3 of their papers we have counts for
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cs.NI2024
Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network
Yuvraj Sahni, Jiannong Cao, Lei Yang +1
Collaborative edge computing has become a popular paradigm where edge devices collaborate by sharing resources. Data dissemination is a fundamental problem in CEC to decide what da…
cs.NI2022★ 1 cited
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing
Mingjin Zhang, Jiannong Cao, Lei Yang +3
Collaborative edge computing (CEC) is an emerging paradigm enabling sharing of the coupled data, computation, and networking resources among heterogeneous geo-distributed edge node…
cs.NI2020★ 35 cited
E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI
Lei Yang, Yanyan Lu, Jiannong Cao +2
Traditionally, AI models are trained on the central cloud with data collected from end devices. This leads to high communication cost, long response time and privacy concerns. Rece…