Gradient Coding from Cyclic MDS Codes and Expander Graphs

12 July 2017

Papers citing "Gradient Coding from Cyclic MDS Codes and Expander Graphs"

28 / 28 papers shown

Title
Perfect Multi-User Distributed Computing Ali Khalesi P. Elia 21 2 0 04 Feb 2024
Securely Aggregated Coded Matrix Inversion Neophytos Charalambides Mert Pilanci Alfred Hero FedML 21 3 0 09 Jan 2023
Sequential Gradient Coding For Straggler Mitigation M. Krishnan Mohammadreza Ebrahimi Ashish Khisti 21 0 0 24 Nov 2022
Distributed Computations with Layered Resolution H. Esfahanizadeh Alejandro Cohen Muriel Médard S. Shamai 24 3 0 02 Aug 2022
Secure Linear MDS Coded Matrix Inversion Neophytos Charalambides Mert Pilanci Alfred Hero 27 5 0 13 Jul 2022
Byzantine Fault Tolerance in Distributed Machine Learning : a Survey Djamila Bouhata Hamouma Moumen Moumen Hamouma Ahcène Bounceur AI4CE 31 7 0 05 May 2022
Breaking Blockchain's Communication Barrier with Coded Computation Canran Wang Netanel Raviv 34 10 0 03 Apr 2022
Adaptive Gap Entangled Polynomial Coding for Multi-Party Computation at the Edge Elahe Vedadi Yasaman Keshtkarjahromi H. Seferoglu 24 1 0 13 Mar 2022
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent Pedro Soto Ilia Ilmer Haibin Guan Jun Li 38 3 0 31 Jan 2022
Orthonormal Sketches for Secure Coded Regression Neophytos Charalambides Hessam Mahdavifar Mert Pilanci Alfred Hero 28 8 0 21 Jan 2022
Optimization-based Block Coordinate Gradient Coding Qi Wang Ying Cui Chenglin Li Junni Zou H. Xiong 19 2 0 18 Sep 2021
A New Design Framework for Heterogeneous Uncoded Storage Elastic Computing Mingyue Ji Xiang Zhang Kai Wan 24 5 0 20 Jul 2021
A Survey on Fault-tolerance in Distributed Optimization and Machine Learning Shuo Liu AI4CE OOD 58 13 0 16 Jun 2021
Soft BIBD and Product Gradient Codes Animesh Sakorikar Lele Wang 27 5 0 11 May 2021
Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning Baturalp Buyukates Emre Ozfatura S. Ulukus Deniz Gunduz 35 15 0 01 Mar 2021
On Gradient Coding with Partial Recovery Sahasrajit Sarmasarkar V. Lalitha Nikhil Karamchandani 26 8 0 19 Feb 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
ByzShield: An Efficient and Robust System for Distributed Training Konstantinos Konstantinidis A. Ramamoorthy AAML FedML 32 11 0 10 Oct 2020
Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing Tayyebeh Jahani-Nezhad M. Maddah-ali 32 29 0 17 Sep 2020
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning S. Kadhe O. O. Koyluoglu Kannan Ramchandran 32 11 0 14 May 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 29 327 0 22 Feb 2020
LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning Jingjing Zhang Osvaldo Simeone 18 31 0 22 May 2019
CodedSketch: A Coding Scheme for Distributed Computation of Approximated Matrix Multiplication Tayyebeh Jahani-Nezhad M. Maddah-ali 27 41 0 26 Dec 2018
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy Qian-long Yu Songze Li Netanel Raviv Seyed Mohammadreza Mousavi Kalan Jinhyun So A. Avestimehr 47 382 0 04 Jun 2018
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding Songze Li Seyed Mohammadreza Mousavi Kalan Qian-long Yu Mahdi Soltanolkotabi A. Avestimehr 26 48 0 24 May 2018
Robust Gradient Descent via Moment Encoding with LDPC Codes R. Maity A. S. Rawat A. Mazumdar 19 41 0 22 May 2018
Hierarchical Coding for Distributed Computing Hyegyeong Park Kangwook Lee Jy-yong Sohn Changho Suh Jaekyun Moon 20 74 0 15 Jan 2018
Improving Distributed Gradient Descent Using Reed-Solomon Codes Wael Halbawi Navid Azizan Fariborz Salehi B. Hassibi AI4CE FedML 16 156 0 16 Jun 2017