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08/17/2022
Efficient Detection and Filtering Systems for Distributed Training
A plethora of modern machine learning tasks requires the utilization of ...
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08/05/2021
Aspis: A Robust Detection System for Distributed Learning
State of the art machine learning models are routinely trained on large ...
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10/10/2020
ByzShield: An Efficient and Robust System for Distributed Training
Training of large scale models on distributed clusters is a critical com...
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08/14/2019
Resolvable Designs for Speeding up Distributed Computing
Distributed computing frameworks such as MapReduce are often used to pro...
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01/22/2019
CAMR: Coded Aggregated MapReduce
Many big data algorithms executed on MapReduce-like systems have a shuff...
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02/08/2018
Leveraging Coding Techniques for Speeding up Distributed Computing
Large scale clusters leveraging distributed computing frameworks such as...
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08/03/2016
