Coded computing: Mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
S Li, S Avestimehr - Foundations and Trends® in …, 2020 - nowpublishers.com
We introduce the concept of “coded computing”, a novel computing paradigm that utilizes
coding theory to effectively inject and leverage data/computation redundancy to mitigate …
coding theory to effectively inject and leverage data/computation redundancy to mitigate …
Coded Computing: Mitigating Fundamental Bottlenecks in Large-scale Distributed Computing and Machine Learning
S Li, S Avestimehr - 2020 - ieeexplore.ieee.org
Recent years have witnessed a rapid growth of large-scale machine learning and big data
analytics, facilitating the developments of data intensive applications like voice/image …
analytics, facilitating the developments of data intensive applications like voice/image …
Coded Computing:: Mitigating Fundamental Bottlenecks in Large-Scale Distributed Computing and Machine Learning
S Li, S Avestimehr - Foundations and Trends® in Communications and …, 2020 - dl.acm.org
We introduce the concept of “coded computing”, a novel computing paradigm that utilizes
coding theory to effectively inject and leverage data/computation redundancy to mitigate …
coding theory to effectively inject and leverage data/computation redundancy to mitigate …
[PDF][PDF] Coded Computing
S Li, S Avestimehr - Foundations and Trends® in Communications and …, 2020 - par.nsf.gov
We introduce the concept of “coded computing”, a novel computing paradigm that utilizes
coding theory to effectively inject and leverage data/computation redundancy to mitigate …
coding theory to effectively inject and leverage data/computation redundancy to mitigate …