Coded Computation over Heterogeneous Clusters

Coded Computation over Heterogeneous Clusters

21 January 2017

Amirhossein Reisizadeh

Ramtin Pedarsani

Papers citing "Coded Computation over Heterogeneous Clusters"

17 / 17 papers shown

Title
Distributed Computations with Layered Resolution H. Esfahanizadeh Alejandro Cohen Muriel Médard S. Shamai 19 3 0 02 Aug 2022
Orthonormal Sketches for Secure Coded Regression Neophytos Charalambides Hessam Mahdavifar Mert Pilanci Alfred Hero 22 8 0 21 Jan 2022
Coding for Straggler Mitigation in Federated Learning Siddhartha Kumar Reent Schlegel E. Rosnes Alexandre Graell i Amat FedML 26 11 0 30 Sep 2021
Flexible Distributed Matrix Multiplication Weiqi Li Zhen Chen Zhiying Wang S. Jafar Hamid Jafarkhani 32 6 0 22 Jul 2021
Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks Saurav Prakash S. Dhakal M. Akdeniz Yair Yona S. Talwar Salman Avestimehr N. Himayat FedML 35 92 0 12 Nov 2020
Diversity/Parallelism Trade-off in Distributed Systems with Redundancy Pei Peng E. Soljanin P. Whiting 22 13 0 05 Oct 2020
Coded Federated Learning S. Dhakal Saurav Prakash Yair Yona S. Talwar N. Himayat FedML 18 68 0 21 Feb 2020
Robust and Communication-Efficient Collaborative Learning Amirhossein Reisizadeh Hossein Taheri Aryan Mokhtari Hamed Hassani Ramtin Pedarsani 27 89 0 24 Jul 2019
Coded Distributed Computing: Performance Limits and Code Designs Mohammad Vahid Jamali M. Soleymani Hessam Mahdavifar 16 16 0 24 Jun 2019
Collage Inference: Using Coded Redundancy for Low Variance Distributed Image Classification Krishnagiri Narra Zhifeng Lin Ganesh Ananthanarayanan A. Avestimehr M. Annavaram VLM 28 6 0 27 Apr 2019
Timely-Throughput Optimal Coded Computing over Cloud Networks Chien-Sheng Yang Ramtin Pedarsani A. Avestimehr 16 34 0 11 Apr 2019
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 12 50 0 17 Jan 2018
Block-Diagonal and LT Codes for Distributed Computing With Straggling Servers A. Severinson A. Graell i Amat E. Rosnes 16 92 0 21 Dec 2017
On Heterogeneous Coded Distributed Computing Mehrdad Kiamari Chenwei Wang A. Avestimehr 34 57 0 01 Sep 2017
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication Qian-long Yu M. Maddah-ali A. Avestimehr 9 460 0 30 May 2017
How to Optimally Allocate Resources for Coded Distributed Computing? Qian-long Yu Songze Li M. Maddah-ali A. Avestimehr 16 51 0 23 Feb 2017
Speeding Up Distributed Machine Learning Using Codes Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran 39 853 0 08 Dec 2015