Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning
Author:
Affiliation:
1. University of Quebec at Chicoutimi, UQAC,Department of Computer Science and Mathematics,Saguenay,Canada
2. École de Technologie Supérieure, ÉTS,Département de génie Logiciel,Montreal
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10305809/10305810/10305831.pdf?arnumber=10305831
Reference46 articles.
1. Smlt: A serverless framework for scalable and adaptive machine learning design and training;ali,2022
2. Squeezenet: Alexnet-level accuracy with 50x fewer parameters and¡ 0.5 mb model size;iandola,2016
3. Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection
4. Convolutional deep belief networks on cifar-10;krizhevsky;Unpublished manuscript,2010
5. Cirrus
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1. SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture;2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security (QRS);2023-10-22
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