[引用][C] Coded computation over heterogeneous clusters

A Reisizadehmobarakeh, S Prakash, R Pedarsani… - arXiv preprint arXiv …, 2017

How to optimally allocate resources for coded distributed computing?

Q Yu, S Li, MA Maddah-Ali… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
To execute cloud computing tasks over a data center hosting hundreds of thousands of
server nodes, it is natural to distribute computations across the nodes to take advantage of …

Hierarchical coded matrix multiplication in heterogeneous multihop networks

H Zhu, L Chen, N Zhao, Y Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The performance of distributed computing is restricted by the slowest worker nodes, known
as stragglers, in the system. Coded computation has emerged as an efficient technique to …

A distributed low-complexity coding solution for large-scale distributed FFT

A Yazdanialahabadi, M Ardakani - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In distributed computing, a number of available helper nodes assist in completing a task for
the master node. In such setups, the failure or straggling of even a single helper node can …

Low-latency distributed inference at the network edge using rateless codes

A Frigård, S Kumar, E Rosnes… - 2021 17th International …, 2021 - ieeexplore.ieee.org
We propose a coding scheme for low-latency distributed inference at the network edge that
combines a rateless code with an irregular-repetition code. The rateless code provides …

A scalable framework for wireless distributed computing

S Li, Q Yu, MA Maddah-Ali… - IEEE/ACM Transactions …, 2017 - ieeexplore.ieee.org
We consider a wireless distributed computing system, in which multiple mobile users,
connected wirelessly through an access point, collaborate to perform a computation task. In …

On allocation of systematic blocks in coded distributed computing

MH Ardakani, M Mehrabi, M Ardakani… - IEEE …, 2022 - ieeexplore.ieee.org
Coded distributed computing is used to mitigate the adverse effect of slow workers on the
computation time in distributed computing systems. However, using error-correction codes …

A fundamental tradeoff between computation and communication in distributed computing

S Li, MA Maddah-Ali, Q Yu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
How can we optimally trade extra computing power to reduce the communication load in
distributed computing? We answer this question by characterizing a fundamental tradeoff …

Coded wireless distributed computing via interference alignment

K Yuan, Y Wu - 2022 IEEE International Symposium on …, 2022 - ieeexplore.ieee.org
This paper proposes a coded parallel computing scheme (CPC) for the wireless
MapReduce system where multiple nodes simultaneously exchange information via a …

Matrix sparsification for coded matrix multiplication

G Suh, K Lee, C Suh - 2017 55th Annual Allerton Conference …, 2017 - ieeexplore.ieee.org
Coded computation is a framework for providing redundancy in distributed computing
systems to make them robust to slower nodes, or stragglers. In a recent work of Lee et al …