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 comprehensive survey on coded distributed computing: Fundamentals, challenges, and networking applications

JS Ng, WYB Lim, NC Luong, Z Xiong… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Distributed computing has become a common approach for large-scale computation tasks
due to benefits such as high reliability, scalability, computation speed, and cost …

Coded distributed computing with heterogeneous function assignments

N Woolsey, RR Chen, M Ji - ICC 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
Coded distributed computing (CDC) introduced by Li et. at. is an effective technique to trade
computation load for communication load in a MapReduce framework. CDC achieves an …

[PDF][PDF] Asymptotically optimal cascaded coded distributed computing via combinatorial designs

M Cheng, Y Wu, X Li - arXiv preprint arXiv:2302.05826, 2023 - researchgate.net
Coded distributed computing (CDC) introduced by Li et al. can greatly reduce the
communication load for MapReduce computing systems. In the general cascaded CDC with …

Coded distributed computing: Performance limits and code designs

MV Jamali, M Soleymani… - 2019 IEEE Information …, 2019 - ieeexplore.ieee.org
We consider the problem of coded distributed computing where a large linear computational
job, such as a matrix multiplication, is divided into k smaller tasks, encoded using an (n, k) …

Latency optimization for coded computation straggled by wireless transmission

F Wu, L Chen - IEEE Wireless Communications Letters, 2020 - ieeexplore.ieee.org
Although distributed computing is an efficient solution to large-scale computational tasks, its
performance is determined by the slowest computing nodes, ie, the computation stragglers …

Cascaded coded distributed computing on heterogeneous networks

N Woolsey, RR Chen, M Ji - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Coded distributed computing (CDC) introduced by Li et al. in 2015 offers an efficient
approach to trade computing power to reduce the communication load in general distributed …

Optimal load allocation for coded distributed computation in heterogeneous clusters

D Kim, H Park, JK Choi - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Recently, coding has been a useful technique to mitigate stragglers' effect in distributed
computing. However, coding in this context has been mainly explored assuming …

Weakly secure coded distributed computing

R Zhao, J Wang, K Lu, J Wang, X Wang… - … Advanced & Trusted …, 2018 - ieeexplore.ieee.org
In recent years, edge computing has become a hot topic because it can significantly reduce
the latency of network services by utilizing the computation resources at the edge of the …

On batch-processing based coded computing for heterogeneous distributed computing systems

B Wang, J Xie, K Lu, Y Wan, S Fu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In recent years, coded distributed computing (CDC) has attracted significant attention,
because it can efficiently facilitate many delay-sensitive computation tasks against …