UnifyFL: Enabling Decentralized Cross-Silo Federated Learning
Fuente:
arXiv
Saved in:
| Main Authors: | S, Sarang, Dhakshinamoorthy, Druva, Sharma, Aditya Shiva, Bhadauria, Yuvraj Singh, Vivek, Siddharth Chaitra, Bansal, Arihant, Paul, Arnab K. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning
by: Stricker, F., et al.
Published: (2025)
by: Stricker, F., et al.
Published: (2025)
Understanding Communication Backends in Cross-Silo Federated Learning
by: Ziashahabi, Amir, et al.
Published: (2026)
by: Ziashahabi, Amir, et al.
Published: (2026)
When Less is More: Achieving Faster Convergence in Distributed Edge Machine Learning
by: Basani, Advik Raj, et al.
Published: (2024)
by: Basani, Advik Raj, et al.
Published: (2024)
FedCod: An Efficient Communication Protocol for Cross-Silo Federated Learning with Coding
by: Yan, Peishen, et al.
Published: (2024)
by: Yan, Peishen, et al.
Published: (2024)
Analyzing the Impact of Participant Failures in Cross-Silo Federated Learning
by: Stricker, Fabian, et al.
Published: (2025)
by: Stricker, Fabian, et al.
Published: (2025)
DeFRiS: Silo-Cooperative IoT Applications Scheduling via Decentralized Federated Reinforcement Learning
by: Wang, Zhiyu, et al.
Published: (2026)
by: Wang, Zhiyu, et al.
Published: (2026)
CroSatFL: Energy-Efficient Federated Learning with Cross-Aggregation for Satellite Edge Computing
by: Yang, Nan, et al.
Published: (2026)
by: Yang, Nan, et al.
Published: (2026)
BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services
by: Zhou, Zhaojiacheng, et al.
Published: (2025)
by: Zhou, Zhaojiacheng, et al.
Published: (2025)
How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning
by: Sun, Yuchang, et al.
Published: (2024)
by: Sun, Yuchang, et al.
Published: (2024)
BouquetFL: Emulating diverse participant hardware in Federated Learning
by: Geimer, Arno
Published: (2026)
by: Geimer, Arno
Published: (2026)
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
by: Das, Anirban, et al.
Published: (2021)
by: Das, Anirban, et al.
Published: (2021)
OCD-FL: A Novel Communication-Efficient Peer Selection-based Decentralized Federated Learning
by: Masmoudi, Nizar, et al.
Published: (2024)
by: Masmoudi, Nizar, et al.
Published: (2024)
sat-QFL: Secure Quantum Federated Learning for Low Orbit Satellites
by: Gurung, Dev, et al.
Published: (2025)
by: Gurung, Dev, et al.
Published: (2025)
Benchmarking Mutual Information-based Loss Functions in Federated Learning
by: S, Sarang, et al.
Published: (2025)
by: S, Sarang, et al.
Published: (2025)
zkFL-Health: Blockchain-Enabled Zero-Knowledge Federated Learning for Medical AI Privacy
by: Sharma, Savvy, et al.
Published: (2025)
by: Sharma, Savvy, et al.
Published: (2025)
FedCostAware: Enabling Cost-Aware Federated Learning on the Cloud
by: Sinha, Aditya, et al.
Published: (2025)
by: Sinha, Aditya, et al.
Published: (2025)
Decentralized Federated Averaging via Random Walk
by: Wang, Changheng, et al.
Published: (2025)
by: Wang, Changheng, et al.
Published: (2025)
FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios
by: Chen, Zekai, et al.
Published: (2024)
by: Chen, Zekai, et al.
Published: (2024)
CacheFL: Privacy-Preserving and Efficient Federated Cache Model Fine-Tuning for Vision-Language Models
by: Yi, Mengjun, et al.
Published: (2025)
by: Yi, Mengjun, et al.
Published: (2025)
Megha: Decentralized Global Fair Scheduling for Federated Clusters
by: Thiyyakat, Meghana, et al.
Published: (2021)
by: Thiyyakat, Meghana, et al.
Published: (2021)
Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data
by: Feng, Chao, et al.
Published: (2024)
by: Feng, Chao, et al.
Published: (2024)
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler
by: Li, Zilinghan, et al.
Published: (2023)
by: Li, Zilinghan, et al.
Published: (2023)
Evaluation Framework for Centralized and Decentralized Aggregation Algorithm in Federated Systems
by: Chongder, Sumit
Published: (2025)
by: Chongder, Sumit
Published: (2025)
Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning
by: Nguyen, Huong, et al.
Published: (2025)
by: Nguyen, Huong, et al.
Published: (2025)
A Blockchain-Enabled Framework for Storage and Retrieval of Social Data
by: Parab, Aishwarya, et al.
Published: (2025)
by: Parab, Aishwarya, et al.
Published: (2025)
SDFLMQ: A Semi-Decentralized Federated Learning Framework over MQTT
by: Ali-Pour, Amir, et al.
Published: (2025)
by: Ali-Pour, Amir, et al.
Published: (2025)
DFPL: Decentralized Federated Prototype Learning Across Heterogeneous Data Distributions
by: Zhang, Hongliang, et al.
Published: (2025)
by: Zhang, Hongliang, et al.
Published: (2025)
Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning
by: Huang, Binbin, et al.
Published: (2024)
by: Huang, Binbin, et al.
Published: (2024)
DART: A Solution for Decentralized Federated Learning Model Robustness Analysis
by: Feng, Chao, et al.
Published: (2024)
by: Feng, Chao, et al.
Published: (2024)
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
by: Zehtabi, Shahryar, et al.
Published: (2024)
by: Zehtabi, Shahryar, et al.
Published: (2024)
Sense4FL: Vehicular Crowdsensing Enhanced Federated Learning for Object Detection in Autonomous Driving
by: Ma, Yanan, et al.
Published: (2025)
by: Ma, Yanan, et al.
Published: (2025)
Managing Federated Learning on Decentralized Infrastructures as a Reputation-based Collaborative Workflow
by: Wang, Yuandou, et al.
Published: (2025)
by: Wang, Yuandou, et al.
Published: (2025)
Fault-Tolerant Decentralized Distributed Asynchronous Federated Learning with Adaptive Termination Detection
by: Akkinepally, Phani Sahasra, et al.
Published: (2025)
by: Akkinepally, Phani Sahasra, et al.
Published: (2025)
Decentralized Learning Made Practical with Client Sampling
by: de Vos, Martijn, et al.
Published: (2023)
by: de Vos, Martijn, et al.
Published: (2023)
SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models
by: Shankar, Aditya, et al.
Published: (2024)
by: Shankar, Aditya, et al.
Published: (2024)
orb-QFL: Orbital Quantum Federated Learning
by: Gurung, Dev, et al.
Published: (2025)
by: Gurung, Dev, et al.
Published: (2025)
Decentralized Personalization for Federated Medical Image Segmentation via Gossip Contrastive Mutual Learning
by: Chen, Jingyun, et al.
Published: (2025)
by: Chen, Jingyun, et al.
Published: (2025)
Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data
by: Wang, Shilong, et al.
Published: (2025)
by: Wang, Shilong, et al.
Published: (2025)
DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations
by: Yang, Minghao, et al.
Published: (2024)
by: Yang, Minghao, et al.
Published: (2024)
ALANINE: A Novel Decentralized Personalized Federated Learning For Heterogeneous LEO Satellite Constellation
by: Zhao, Liang, et al.
Published: (2024)
by: Zhao, Liang, et al.
Published: (2024)
Similar Items
-
FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning
by: Stricker, F., et al.
Published: (2025) -
Understanding Communication Backends in Cross-Silo Federated Learning
by: Ziashahabi, Amir, et al.
Published: (2026) -
When Less is More: Achieving Faster Convergence in Distributed Edge Machine Learning
by: Basani, Advik Raj, et al.
Published: (2024) -
FedCod: An Efficient Communication Protocol for Cross-Silo Federated Learning with Coding
by: Yan, Peishen, et al.
Published: (2024) -
Analyzing the Impact of Participant Failures in Cross-Silo Federated Learning
by: Stricker, Fabian, et al.
Published: (2025)