On batch-processing based coded computing for heterogeneous distributed computing systems
In recent years, coded distributed computing (CDC) has attracted significant attention,
because it can efficiently facilitate many delay-sensitive computation tasks against …
because it can efficiently facilitate many delay-sensitive computation tasks against …
Rateless codes for distributed non-linear computations
Machine learning today involves massive distributed computations running on cloud
servers, which are highly susceptible to slowdown or straggling. Recent work has …
servers, which are highly susceptible to slowdown or straggling. Recent work has …
Coded Distributed Computing with Pre-set Assignments of Data and Output Functions
Y Wang, Y Wu - arXiv preprint arXiv:2201.06300, 2022 - arxiv.org
Coded distributed computing (CDC) can reduce the communication load for distributed
computing systems by introducing redundant computation and creating multicasting …
computing systems by introducing redundant computation and creating multicasting …
Cascaded coded distributed computing on heterogeneous networks
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 …
approach to trade computing power to reduce the communication load in general distributed …
[引用][C] ISSUE ON BEYOND ERRORS AND ERASURES: CODING FOR DATA MANAGEMENT AND DELIVERY IN NETWORKS
Table of Contents Page 1 DECEMBER 2021 VOLUME 2 NUMBER 4 IJSTL5 (ISSN 2641-8770)
ISSUE ON BEYOND ERRORS AND ERASURES: CODING FOR DATA MANAGEMENT AND …
ISSUE ON BEYOND ERRORS AND ERASURES: CODING FOR DATA MANAGEMENT AND …
Distributed multi-stage coding of correlated sources
A Saxena, K Rose - Data Compression Conference (dcc 2008), 2008 - ieeexplore.ieee.org
This paper considers the problem of distributed scalable coding of correlated sources that
are communicated to a central unit. The general setting is typically encountered in sensor …
are communicated to a central unit. The general setting is typically encountered in sensor …
[引用][C] On the Design of Future Communication Systems with Coded Transport, Storage, and Computing
JA Cabrera Guerrero - Dissertation, Dresden, Technische …
Compressed coded distributed computing
S Li, MA Maddah-Ali… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Communication overhead is one of the major performance bottlenecks in large-scale
distributed computing systems, especially for machine learning applications. Conventionally …
distributed computing systems, especially for machine learning applications. Conventionally …
High-dimensional coded matrix multiplication
Coded computation is a framework for providing redundancy in distributed computing
systems to make them robust to slower nodes, or stragglers. In [1], the authors propose a …
systems to make them robust to slower nodes, or stragglers. In [1], the authors propose a …
Coded computation of multiple functions
We consider the problem of evaluating arbitrary multivariate polynomials over several
massive datasets in a distributed computing system with a single master node and multiple …
massive datasets in a distributed computing system with a single master node and multiple …