Customized Federated Learning for accelerated edge computing with heterogeneous task targets

Service modeling for opportunistic edge computing systems with feature engineering

(2020) Teemu Leppänen et al.   COMPUTER COMMUNICATIONS

Accelerating Federated Learning via Momentum Gradient Descent

(2020) Wei Liu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Federated Machine Learning

(2019) Qiang Yang et al.   ACM Transactions on Intelligent Systems and Technology

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

(2019) Shiqiang Wang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

(2019) Xiaofei Wang et al.   IEEE NETWORK

A development approach for collective opportunistic Edge-of-Things services

(2019) Roberto Casadei et al.   INFORMATION SCIENCES

Wireless Network Intelligence at the Edge

(2019) Jihong Park et al.   PROCEEDINGS OF THE IEEE

Mobile Edge Computing: A Survey on Architecture and Computation Offloading

(2017) Pavel Mach et al.   IEEE Communications Surveys and Tutorials

Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel

(2013) Weiwen Zhang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS