40 citations · 99 across the 8 of their papers we have counts for
4 papers · 1 filter
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks
Pan Zhou, Qian Lin, Dumitrel Loghin +3
In the last few years, distributed machine learning has been usually executed over heterogeneous networks such as a local area network within a multi-tenant cluster or a wide area…
Adaptive Fog Configuration for the Industrial Internet of Things
Lixing Chen, Pan Zhou, Liang Gao +1
Industrial Fog computing deploys various industrial services, such as automatic monitoring/control and imminent failure detection, at the Fog Nodes (FNs) to improve the performance…
Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks
Jie Xu, Lixing Chen, Pan Zhou
Mobile Edge Computing (MEC) pushes computing functionalities away from the centralized cloud to the network edge, thereby meeting the latency requirements of many emerging mobile a…
Distributed Private Online Learning for Social Big Data Computing over Data Center Networks
Chencheng Li, Pan Zhou, Yingxue Zhou +3
With the rapid growth of Internet technologies, cloud computing and social networks have become ubiquitous. An increasing number of people participate in social networks and massiv…