253 citations · 327 across the 7 of their papers we have counts for
8 papers
Generalized Multivariate Polynomial Codes for Distributed Matrix-Matrix Multiplication
Jesús Gómez-Vilardebó, Burak Hasırcıoğlu, Deniz Gündüz
Supporting multiple partial computations efficiently at each of the workers is a keystone in distributed coded computing in order to speed up computations and to fully exploit the…
Bivariate Polynomial Codes for Secure Distributed Matrix Multiplication
Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz
We consider the problem of secure distributed matrix multiplication (SDMM). Coded computation has been shown to be an effective solution in distributed matrix multiplication, both…
Speeding Up Private Distributed Matrix Multiplication via Bivariate Polynomial Codes
Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz
We consider the problem of private distributed matrix multiplication under limited resources. Coded computation has been shown to be an effective solution in distributed matrix mul…
On the Fundamental Limits of Coded Caching Systems with Restricted Demand Types
Shuo Shao, Jesús Gómez-Vilardebó, Kai Zhang +1
Caching is a technique to reduce the communication load in peak hours by prefetching contents during off-peak hours. An information-theoretic framework for coded caching was introd…
Bivariate Polynomial Coding for Efficient Distributed Matrix Multiplication
Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz
Coded computing is an effective technique to mitigate "stragglers" in large-scale and distributed matrix multiplication. In particular, univariate polynomial codes have been shown…
Fundamental Limits of Caching: Improved Bounds with Coded Prefetching
Jesús Gómez-Vilardebó
We consider a cache network in which a single server is connected to multiple users via a shared error free link. The server has access to a database with files of equal length…