Coded sparse matrix computation schemes that leverage partial stragglers

11 December 2020

Papers citing "Coded sparse matrix computation schemes that leverage partial stragglers"

13 / 13 papers shown

Title
Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix Computations at the Edge A. Das Aditya Ramamoorthy David J. Love Christopher G. Brinton 32 0 0 09 Aug 2024
Approximated Coded Computing: Towards Fast, Private and Secure Distributed Machine Learning Houming Qiu Kun Zhu Nguyen Cong Luong Dusit Niyato FedML 25 0 0 07 Jun 2024
Wireless Distributed Matrix-Vector Multiplication using Over-the-Air Computation and Analog Coding Jinho Choi 16 0 0 17 Feb 2024
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models Yi-Lin Sung Jaehong Yoon Mohit Bansal VLM 17 14 0 04 Oct 2023
Sparsity and Privacy in Secret Sharing: A Fundamental Trade-Off Rawad Bitar Maximilian Egger Antonia Wachter-Zeh M. Xhemrishi 37 4 0 11 Aug 2023
Preserving Sparsity and Privacy in Straggler-Resilient Distributed Matrix Computations A. Das A. Ramamoorthy David J. Love Christopher G. Brinton 19 1 0 08 Aug 2023
Gradient Coding with Iterative Block Leverage Score Sampling Neophytos Charalambides Mert Pilanci Alfred Hero 16 2 0 06 Aug 2023
Sparse and Private Distributed Matrix Multiplication with Straggler Tolerance Maximilian Egger M. Xhemrishi Antonia Wachter-Zeh Rawad Bitar 25 3 0 27 Jun 2023
Coded Matrix Computations for D2D-enabled Linearized Federated Learning A. Das A. Ramamoorthy David J. Love Christopher G. Brinton FedML 50 4 0 23 Feb 2023
Sparse Random Khatri-Rao Product Codes for Distributed Matrix Multiplication Ruowan Ji A. Heidarzadeh Krishna R. Narayanan 19 6 0 12 May 2022
Breaking Blockchain's Communication Barrier with Coded Computation Canran Wang Netanel Raviv 19 10 0 03 Apr 2022
Secure Private and Adaptive Matrix Multiplication Beyond the Singleton Bound Christoph Hofmeister Rawad Bitar M. Xhemrishi Antonia Wachter-Zeh 19 15 0 12 Aug 2021
Flexible Distributed Matrix Multiplication Weiqi Li Zhen Chen Zhiying Wang S. Jafar Hamid Jafarkhani 24 6 0 22 Jul 2021