v1v2v3v4 (latest)

Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy

4 June 2018

Qian-long Yu

Songze Li

Netanel Raviv

Seyed Mohammadreza Mousavi Kalan

Jinhyun So

A. Avestimehr

ArXiv (abs)PDF HTML

Papers citing "Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy"

24 / 24 papers shown

Title
Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise V. Cadambe Ateet Devulapalli Haewon Jeong Flavio du Pin Calmon 98 1 0 20 Jan 2025
PriRoAgg: Achieving Robust Model Aggregation with Minimum Privacy Leakage for Federated Learning Sizai Hou Songze Li Tayyebeh Jahani-Nezhad Giuseppe Caire FedML 112 4 0 12 Jul 2024
Analog Lagrange Coded Computing M. Soleymani Hessam Mahdavifar A. Avestimehr 92 50 0 19 Aug 2020
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning Jinhyun So Başak Güler A. Avestimehr FedML 88 116 0 02 Feb 2019
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously Songze Li Mingchao Yu Chien-Sheng Yang A. Avestimehr Sreeram Kannan Pramod Viswanath 66 112 0 27 Sep 2018
Robust Gradient Descent via Moment Encoding with LDPC Codes R. Maity A. S. Rawat A. Mazumdar 65 41 0 22 May 2018
Fundamental Limits of Coded Linear Transform Sinong Wang Jiashang Liu Ness B. Shroff Pengyu Yang 50 38 0 25 Apr 2018
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients Lingjiao Chen Hongyi Wang Zachary B. Charles Dimitris Papailiopoulos 50 248 0 27 Mar 2018
Communication-Computation Efficient Gradient Coding Min Ye Emmanuel Abbe 62 158 0 09 Feb 2018
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding Qian-long Yu M. Maddah-ali A. Avestimehr 84 40 0 23 Jan 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 54 50 0 17 Jan 2018
Straggler Mitigation in Distributed Optimization Through Data Encoding C. Karakuş Yifan Sun Suhas Diggavi W. Yin 55 146 0 14 Nov 2017
Near-Optimal Straggler Mitigation for Distributed Gradient Methods Songze Li Seyed Mohammadreza Mousavi Kalan A. Avestimehr Mahdi Soltanolkotabi 66 98 0 27 Oct 2017
Gradient Coding from Cyclic MDS Codes and Expander Graphs Netanel Raviv Itzhak Tamo Rashish Tandon A. Dimakis 47 183 0 12 Jul 2017
Improving Distributed Gradient Descent Using Reed-Solomon Codes Wael Halbawi Navid Azizan Fariborz Salehi B. Hassibi AI4CE FedML 52 158 0 16 Jun 2017
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication Qian-long Yu M. Maddah-ali A. Avestimehr 121 464 0 30 May 2017
How to Optimally Allocate Resources for Coded Distributed Computing? Qian-long Yu Songze Li M. Maddah-ali A. Avestimehr 114 51 0 23 Feb 2017
Coding for Distributed Fog Computing Songze Li M. Maddah-ali A. Avestimehr 64 142 0 20 Feb 2017
Coded TeraSort Songze Li Sucha Supittayapornpong M. Maddah-ali A. Avestimehr 53 50 0 16 Feb 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
A Fundamental Tradeoff between Computation and Communication in Distributed Computing Songze Li M. Maddah-ali Qian-long Yu A. Avestimehr OT 69 451 0 24 Apr 2016
Speeding Up Distributed Machine Learning Using Codes Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran 215 860 0 08 Dec 2015
Coded MapReduce Songze Li M. Maddah-ali A. Avestimehr 48 163 0 05 Dec 2015
Securing Dynamic Distributed Storage Systems against Eavesdropping and Adversarial Attacks S. Pawar S. E. Rouayheb Kannan Ramchandran 81 179 0 14 Sep 2010