Numerically Stable Polynomially Coded Computing.

2019 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT)(2021)

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摘要
We study the numerical stability of polynomial based encoding methods, which has emerged to be a powerful class of techniques for providing straggler and fault tolerance in the area of coded computing. Our contributions are as follows: 1)We construct new codes for matrix multiplication that achieve the same fault/straggler tolerance as the previously constructed MatDot Codes and Polynomial Codes.2...
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关键词
Interpolation,Encoding,Decoding,Chebyshev approximation,Weight measurement,Task analysis,Scalability
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