activity
20182023
most citedConvergence of Edge Computing and Deep Learning: A Comprehensive Survey

1.5k citations · 3.2k across the 10 of their papers we have counts for

collaborators

10 papers

cs.NI2023

Fine-grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks

Shaoyuan Huang, Heng Zhang, Xiaofei Wang +3

The 5G networks have extensively promoted the growth of mobile users and novel applications, and with the skyrocketing user requests for a large amount of popular content, the cons…

cs.DC2023★ 90 cited

Computation Offloading with Multiple Agents in Edge-Computing-Supported IoT

Shihao Shen, Yiwen Han, Xiaofei Wang +1

With the development of the Internet of Things (IoT) and the birth of various new IoT devices, the capacity of massive IoT devices is facing challenges. Fortunately, edge computing…

cs.NI2022

EdgeMatrix: A Resources Redefined Edge-Cloud System for Prioritized Services

Yuanming Ren, Shihao Shen, Yanli Ju +3

The edge-cloud system has the potential to combine the advantages of heterogeneous devices and truly realize ubiquitous computing. However, for service providers to guarantee the S…

cs.DC2021★ 5 cited

Tailored Learning-Based Scheduling for Kubernetes-Oriented Edge-Cloud System

Yiwen Han, Shihao Shen, Xiaofei Wang +2

Kubernetes (k8s) has the potential to merge the distributed edge and the cloud but lacks a scheduling framework specifically for edge-cloud systems. Besides, the hierarchical distr…

cs.NI2021★ 1 cited

EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles

Shuai Yu, Xiaowen Gong, Qian Shi +2

Edge computing-enhanced Internet of Vehicles (EC-IoV) enables ubiquitous data processing and content sharing among vehicles and terrestrial edge computing (TEC) infrastructures (e.…

cs.NI2020★ 424 cited

Federated Learning for 6G Communications: Challenges, Methods, and Future Directions

Yi Liu, Xingliang Yuan, Zehui Xiong +3

As the 5G communication networks are being widely deployed worldwide, both industry and academia have started to move beyond 5G and explore 6G communications. It is generally belie…