BOOK-CHAPTER

Neuron Pruning-Based Federated Learning for Communication-Efficient Distributed Training

Jianfeng GuanPengcheng WangSu YaoJing Zhang

Year: 2024 Lecture notes in computer science Pages: 63-81   Publisher: Springer Science+Business Media
Keywords:
Computer science Overhead (engineering) Pruning Cloud computing Distributed computing Edge computing Reduction (mathematics) Enhanced Data Rates for GSM Evolution Transmission (telecommunications) Computer engineering Artificial intelligence Operating system Telecommunications

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
22
Refs
0.06
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Privacy-Preserving Technologies in Data
Physical Sciences →  Computer Science →  Artificial Intelligence
Stochastic Gradient Optimization Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Machine Learning and ELM
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

JOURNAL ARTICLE

Neuron Specific Pruning for Communication Efficient Federated Learning

G. K. Sudhina KumarDurga Toshniwal

Journal:   Proceedings of the 31st ACM International Conference on Information & Knowledge Management Year: 2022 Pages: 4148-4152
BOOK-CHAPTER

Communication Efficient Reinforcement Learning-Based Federated Pruning

Weishan ZhangJiakai WangYuming NieHongwei ZhaoYuru LiuHaoyun SunTao ChenBaoyu Zhang

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Year: 2025 Pages: 3-17
JOURNAL ARTICLE

FedNISP: Neuron Importance Scope Propagation pruning for communication efficient federated learning

Gaurav KumarDurga Toshniwal

Journal:   Computers & Electrical Engineering Year: 2024 Vol: 118 Pages: 109349-109349
BOOK-CHAPTER

Communication-Efficient Federated Learning with Model Pruning

Min-Kuan ChangYu-Wei ChanTing-En Wu

Lecture notes in electrical engineering Year: 2023 Pages: 67-76
© 2026 ScienceGate Book Chapters — All rights reserved.