Cover Image

Managing Federated Learning on Decentralized Infrastructures as a Reputation-based Collaborative Workflow

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yuandou, Zhao, Zhiming
Format:	Preprint
Published:	2025
Subjects:	Distributed, Parallel, and Cluster Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

D-VRE: From a Jupyter-enabled Private Research Environment to Decentralized Collaborative Research Ecosystem
by: Wang, Yuandou, et al.
Published: (2024)

Towards Seamless Serverless Computing Across an Edge-Cloud Continuum
by: Simion, Emilian, et al.
Published: (2024)

Towards Privacy-, Budget-, and Deadline-Aware Service Optimization for Large Medical Image Processing across Hybrid Clouds
by: Wang, Yuandou, et al.
Published: (2024)

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning
by: Nguyen, Huong, et al.
Published: (2025)

Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning
by: Huang, Binbin, et al.
Published: (2024)

BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework
by: Qin, Zhen, et al.
Published: (2022)

ALANINE: A Novel Decentralized Personalized Federated Learning For Heterogeneous LEO Satellite Constellation
by: Zhao, Liang, et al.
Published: (2024)

DDRM: Distributed Drone Reputation Management for Trust and Reliability in Crowdsourced Drone Services
by: Akram, Junaid, et al.
Published: (2024)

Decentralized Federated Averaging via Random Walk
by: Wang, Changheng, et al.
Published: (2025)

MeritRank: Sybil Tolerant Reputation for Merit-based Tokenomics
by: Nasrulin, Bulat, et al.
Published: (2022)

Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data
by: Wang, Shilong, et al.
Published: (2025)

SDFLMQ: A Semi-Decentralized Federated Learning Framework over MQTT
by: Ali-Pour, Amir, et al.
Published: (2025)

DFPL: Decentralized Federated Prototype Learning Across Heterogeneous Data Distributions
by: Zhang, Hongliang, et al.
Published: (2025)

DART: A Solution for Decentralized Federated Learning Model Robustness Analysis
by: Feng, Chao, et al.
Published: (2024)

Decentralized Directed Collaboration for Personalized Federated Learning
by: Liu, Yingqi, et al.
Published: (2024)

Fault-Tolerant Decentralized Distributed Asynchronous Federated Learning with Adaptive Termination Detection
by: Akkinepally, Phani Sahasra, et al.
Published: (2025)

FRESCO: Fast and Reliable Edge Offloading with Reputation-based Hybrid Smart Contracts
by: Zilic, Josip, et al.
Published: (2024)

OpenFLAME: A Federated Spatial Naming Infrastructure
by: Bharadwaj, Sagar, et al.
Published: (2024)

Decentralized Personalization for Federated Medical Image Segmentation via Gossip Contrastive Mutual Learning
by: Chen, Jingyun, et al.
Published: (2025)

DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations
by: Yang, Minghao, et al.
Published: (2024)

GeoFF: Federated Serverless Workflows with Data Pre-Fetching
by: Carl, Natalie, et al.
Published: (2024)

HyProv: Hybrid Provenance Management for Scientific Workflows
by: Bountris, Vasilis, et al.
Published: (2025)

Megha: Decentralized Global Fair Scheduling for Federated Clusters
by: Thiyyakat, Meghana, et al.
Published: (2021)

Decentralized Semantic Federated Learning for Real-Time Public Safety Tasks: Challenges, Methods, and Directions
by: Li, Baosheng, et al.
Published: (2025)

Evaluation Framework for Centralized and Decentralized Aggregation Algorithm in Federated Systems
by: Chongder, Sumit
Published: (2025)

Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
by: Wang, Jiaqi, et al.
Published: (2024)

KCES: A Workflow Containerization Scheduling Scheme Under Cloud-Edge Collaboration Framework
by: Shan, Chenggang, et al.
Published: (2024)

ClusterLess: Deadline-Aware Serverless Workflow Orchestration on Federated Edge Clusters
by: Farahani, Reza, et al.
Published: (2026)

Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows
by: da Silva, Rafael Ferreira, et al.
Published: (2024)

FedCDC: A Collaborative Framework for Data Consumers in Federated Learning Market
by: Shi, Zhuan, et al.
Published: (2025)

S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning
by: Sánchez, Pedro Miguel Sánchez, et al.
Published: (2025)

Decentralized Federated Learning with Model Caching on Mobile Agents
by: Wang, Xiaoyu, et al.
Published: (2024)

Federated Inference for Heterogeneous LLM Communication and Collaboration
by: Chen, Zihan, et al.
Published: (2026)

Smart Red Belly Blockchain: Enhanced Transaction Management for Decentralized Applications
by: Tennakoon, Deepal, et al.
Published: (2022)

Workflow Mini-Apps: Portable, Scalable, Tunable & Faithful Representations of Scientific Workflows
by: Kilic, Ozgur Ozan, et al.
Published: (2024)

Predicting the Performance of Scientific Workflow Tasks for Cluster Resource Management: An Overview of the State of the Art
by: Bader, Jonathan, et al.
Published: (2025)

AutoDFL: A Scalable and Automated Reputation-Aware Decentralized Federated Learning
by: Dif, Meryem Malak, et al.
Published: (2025)

CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning
by: Tastan, Nurbek, et al.
Published: (2025)

Advancing Anomaly Detection in Computational Workflows with Active Learning
by: Raghavan, Krishnan, et al.
Published: (2024)

Adoption of a token-based authentication model for the CMS Submission Infrastructure
by: Yzquierdo, Antonio Perez-Calero, et al.
Published: (2024)