Coded Matrix Chain Multiplication
Matrix multiplication is a fundamental building block in many machine learning models. As the input matrices may be too large to be multiplied on a single se...
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Straggler-free Coding for Concurrent Matrix Multiplications
Matrix multiplication is a fundamental building block in various distributed computing algorithms. In order to compute the multiplication of large matrices, ...
Leveraging Stragglers in Coded Computing with Heterogeneous Servers
With the increasing sizes of models and datasets, it has become a common practice to split machine learning jobs as multiple tasks. However, stragglers are i...
Dual Entangled Polynomial Code: Three-Dimensional Coding for Distributed Matrix Multiplication
Matrix multiplication is a fundamental building block in various machine learning algorithms. When the matrix comes from a large dataset, the multiplication ...