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 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 …
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 …
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 …
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 …
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 …
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 …
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 …