Dynamic and adaptive fault-tolerant asynchronous federated learning using volunteer edge devices

Federated Learning in Vehicular Networks: Opportunities and Solutions

(2021) Jason Posner et al.   IEEE NETWORK

Isomorphic Internet of Things Architectures With Web Technologies

(2021) Tommi Mikkonen et al.   COMPUTER

Scalable Deep Learning on Distributed Infrastructures

(2020) Ruben Mayer et al.   ACM COMPUTING SURVEYS

Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles

(2020) Yunlong Lu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data

(2020) Micah J. Sheller et al.   Scientific Reports

A survey on security and privacy of federated learning

(2020) Viraaji Mothukuri et al.   Future Generation Computer Systems-The International Journal of eScience

Convergence analysis of distributed stochastic gradient descent with shuffling

(2019) Qi Meng et al.   NEUROCOMPUTING

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

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

Demystifying Parallel and Distributed Deep Learning

(2019) Tal Ben-Nun et al.   ACM COMPUTING SURVEYS

Deep Learning With Edge Computing: A Review

(2019) Jiasi Chen et al.   PROCEEDINGS OF THE IEEE

BOINC: A Platform for Volunteer Computing

(2019) David P. Anderson   Journal of Grid Computing

Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation

(2019) Yang Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Resilient parallel computing on volunteer PC grids

(2018) Jaspal Subhlok et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Interoperability in Internet of Things: Taxonomies and Open Challenges

(2018) Mahda Noura et al.   MOBILE NETWORKS & APPLICATIONS

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Edge Computing: Vision and Challenges

(2016) Weisong Shi et al.   IEEE Internet of Things Journal

Volunteer computing: requirements, challenges, and solutions

(2013) Muhammad Nouman Durrani et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS