Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data

Socially-Aware-Clustering-Enabled Federated Learning for Edge Networks

(2021) Latif U. Khan et al.   IEEE Transactions on Network and Service Management

Bandwidth Gain From Mobile Edge Computing and Caching in Wireless Multicast Systems

(2020) Yaping Sun et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems

(2020) Moming Duan et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

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

Machine Learning Inspired Codeword Selection For Dual Connectivity in 5G User-Centric Ultra-Dense Networks

(2019) Yang Yang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Agent-based Internet of Things: State-of-the-art and research challenges

(2019) Claudio Savaglio et al.   Future Generation Computer Systems-The International Journal of eScience

Performance Analysis and Adaptive DRX Scheme for Dual Connectivity

(2019) Lokesh Sharma et al.   IEEE Internet of Things Journal

Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoT

(2019) Jed Mills et al.   IEEE Internet of Things Journal

Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

(2019) Felix Sattler et al.   IEEE Transactions on Neural Networks and Learning Systems

User-Centric Networks Selection With Adaptive Data Compression for Smart Health

(2018) Alaa Awad Abdellatif et al.   IEEE Systems Journal

Autonomic computation offloading in mobile edge for IoT applications

(2018) Md Golam Rabiul Alam et al.   Future Generation Computer Systems-The International Journal of eScience