Cover Image

WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork Scheduling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Su, Huai-an, Geng, Jiaxiang, Li, Liang, Qin, Xiaoqi, Hou, Yanzhao, Wang, Hao, Fu, Xin, Pan, Miao
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Networking and Internet Architecture Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Adaptive Federated Learning in Heterogeneous Wireless Networks with Independent Sampling
by: Geng, Jiaxiang, et al.
Published: (2024)

Multi-Server FL with Overlapping Clients: A Latency-Aware Relay Framework
by: Ji, Yun, et al.
Published: (2025)

ASA: Adaptive Smart Agent Federated Learning via Device-Aware Clustering for Heterogeneous IoT
by: Salimi, Ali, et al.
Published: (2026)

Collaborative Charging Optimization for Wireless Rechargeable Sensor Networks via Heterogeneous Mobile Chargers
by: Yao, Jianhang, et al.
Published: (2025)

ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices
by: Zhu, Guangyu, et al.
Published: (2024)

Evaluation of Spectrum Sharing Algorithms for Networks with Heterogeneous Wireless Devices
by: Walishetti, Ankit, et al.
Published: (2024)

ALCS: An Adaptive Latency Compensation Scheduler for Multipath TCP in Satellite-Terrestrial Integrated Networks
by: Wang, Lin, et al.
Published: (2025)

Energy-Efficient Online Scheduling for Wireless Powered Mobile Edge Computing Networks
by: He, Xingqiu, et al.
Published: (2026)

Application-Aware Twin-in-the-Loop Planning for Federated Split Learning over Wireless Edge Networks
by: Ding, Zihao, et al.
Published: (2026)

LoLaFL: Low-Latency Federated Learning via Forward-only Propagation
by: Zhang, Jierui, et al.
Published: (2024)

Adaptive Model Pruning and Personalization for Federated Learning over Wireless Networks
by: Liu, Xiaonan, et al.
Published: (2023)

FedEx: Expediting Federated Learning over Heterogeneous Mobile Devices by Overlapping and Participant Selection
by: Geng, Jiaxiang, et al.
Published: (2024)

Energy-Latency Aware Intelligent Reflecting Surface Aided Multi-cell Mobile Edge Computing
by: Xu, Wenhan, et al.
Published: (2023)

Dual-Mode Wireless Devices for Adaptive Pull and Push-Based Communication
by: Cavallero, Sara, et al.
Published: (2025)

NeRF-APT: A New NeRF Framework for Wireless Channel Prediction
by: Shen, Jingzhou, et al.
Published: (2025)

SkyOctopus: Enabling Low-Latency Mobile Satellite Network through Multiple Anchors
by: Su, Shaojie, et al.
Published: (2025)

Latency Optimization for Wireless Federated Learning in Multihop Networks
by: Shaon, Shaba, et al.
Published: (2025)

Improving Energy Efficiency in Federated Learning Through the Optimization of Communication Resources Scheduling of Wireless IoT Networks
by: de Oliveira, Renan R., et al.
Published: (2024)

Measurement-Driven O-RAN Diagnostics with Tail Latency and Scheduler Indicators
by: Raptis, Theofanis P., et al.
Published: (2026)

Latency-Aware Inter-domain Routing
by: Lin, Shihan, et al.
Published: (2024)

Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks
by: Luo, Bing, et al.
Published: (2024)

Scheduling in Multi-Hop Wireless Networks With Deadlines
by: Jones, Nicholas, et al.
Published: (2026)

Low-Latency Upstream Scheduling in Multi-Tenant, SLA Compliant TWDM PON
by: Ganguli, Arijeet, et al.
Published: (2024)

Multi-Agent Reinforcement Learning Scheduling to Support Low Latency in Teleoperated Driving
by: Avanzi, Giacomo, et al.
Published: (2025)

Wireless Sensor Networks based on TSCH/TDMA with Power Consumption and Latency Constraints
by: Scanzio, Stefano, et al.
Published: (2024)

Hybrid Hierarchical Federated Learning over 5G/NextG Wireless Networking
by: Liu, Haiyun, et al.
Published: (2026)

Adaptive Network Selection for Latency-Aware V2X Systems under Varying Network and Vehicle Densities
by: Haq, Muhammad Z., et al.
Published: (2025)

Distributed Learning for Reliable and Timely Communication in 6G Industrial Subnetworks
by: Abdelrahman, Samira, et al.
Published: (2025)

User Association and Channel Allocation in 5G Mobile Asymmetric Multi-band Heterogeneous Networks
by: Dai, Miao, et al.
Published: (2024)

Adaptive Meta-Aggregation Federated Learning for Intrusion Detection in Heterogeneous Internet of Things
by: Izadi, Saadat, et al.
Published: (2026)

Play to Earn in the Metaverse with Mobile Edge Computing over Wireless Networks: A Deep Reinforcement Learning Approach
by: Chua, Terence Jie, et al.
Published: (2023)

Energy-Latency Optimization for Dynamic 5G Mobile Radio Access Networks
by: H., Gabriela N. Caspa, et al.
Published: (2025)

SCALE: Sensitivity-Aware Federated Unlearning with Information Freshness Optimization for Mobile Edge Computing
by: Ding, Zihao, et al.
Published: (2026)

Optimal Slicing and Scheduling with Service Guarantees in Multi-Hop Wireless Networks
by: Jones, Nicholas, et al.
Published: (2024)

FedOC: Multi-Server FL with Overlapping Client Relays in Wireless Edge Networks
by: Ji, Yun, et al.
Published: (2025)

EMS-FL: Federated Tuning of Mixture-of-Experts in Satellite-Terrestrial Networks via Expert-Driven Model Splitting
by: Xu, Angzi, et al.
Published: (2026)

MobiWorld: World Models for Mobile Wireless Network
by: Chai, Haoye, et al.
Published: (2025)

Optimizing Layerwise Microservice Management in Heterogeneous Wireless Networks
by: Yan, Haojie, et al.
Published: (2024)

Mobility-Aware Multi-Task Decentralized Federated Learning for Vehicular Networks: Modeling, Analysis, and Optimization
by: Chen, Dongyu, et al.
Published: (2025)

A Persistence-Aware Framework for Age Violation Control in Wireless Status Update Systems
by: Pan, Haoyuan, et al.
Published: (2026)