Hierarchical coded matrix multiplication

S Kianidehkordi, N Ferdinand… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In distributed computing systems slow working nodes, known as stragglers, can greatly
extend finishing times. Coded computing is a technique that enables straggler-resistant …

[图书][B] Error-correcting codes for networks, storage and computation

W Halbawi - 2017 - search.proquest.com
The advent of the information age has bestowed upon us three challenges related to the
way we deal with data. Firstly, there is an unprecedented demand for transmitting data at …

Coded computation over heterogeneous clusters

A Reisizadeh, S Prakash, R Pedarsani… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
In large-scale distributed computing clusters, such as Amazon EC2, there are several types
of “system noise” that can result in major degradation of performance: system failures …

Coded distributed computing with partial recovery

E Ozfatura, S Ulukus, D Gündüz - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Coded computation techniques provide robustness against straggling workers in distributed
computing. However, most of the existing schemes require exact provisioning of the …

Hierarchical coding for distributed computing

H Park, K Lee, J Sohn, C Suh… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Coding for distributed computing supports low-latency computation by relieving the burden
of straggling workers. While most existing works assume a simple master-worker model, we …

Successive Approximation for Coded Matrix Multiplication

S Kiani, SC Draper - 2022 IEEE International Symposium on …, 2022 - ieeexplore.ieee.org
Coded computing was recently introduced to mitigate the effect of stragglers on distributed
computing systems. This paper combines ideas of approximate and coded computing to …

Frame codes for distributed coded computation

R Yosibash, R Zamir - … Symposium on Topics in Coding (ISTC), 2021 - ieeexplore.ieee.org
Distributed computation is a framework used to break down a complex computational task
into smaller tasks and distributing them among computational nodes. Erasure correction …

Distributed computations with layered resolution

H Esfahanizadeh, A Cohen, M Médard… - 2022 IEEE 11th …, 2022 - ieeexplore.ieee.org
Modern computationally-heavy applications are often time-sensitive, demanding distributed
strategies to accelerate them. On the other hand, distributed computing suffers from the …

A survey of coded distributed computing

JS Ng, WYB Lim, NC Luong, Z Xiong… - arXiv preprint arXiv …, 2020 - arxiv.org
Distributed computing has become a common approach for large-scale computation of tasks
due to benefits such as high reliability, scalability, computation speed, and costeffectiveness …

A Survey of Coded Distributed Computing

J Shyuan Ng, WYB Lim, N Cong Luong… - arXiv e …, 2020 - ui.adsabs.harvard.edu
Distributed computing has become a common approach for large-scale computation of tasks
due to benefits such as high reliability, scalability, computation speed, and costeffectiveness …