A Unified Coding Framework for Distributed Computing with Straggling Servers

6 September 2016

Papers citing "A Unified Coding Framework for Distributed Computing with Straggling Servers"

23 / 23 papers shown

Title
A New Interference-Alignment Scheme for Wireless MapReduce Yue Bi Michèle A. Wigger Yue Wu 13 2 0 12 Oct 2022
CodedPaddedFL and CodedSecAgg: Straggler Mitigation and Secure Aggregation in Federated Learning Reent Schlegel Siddhartha Kumar E. Rosnes Alexandre Graell i Amat FedML 37 43 0 16 Dec 2021
Coding for Straggler Mitigation in Federated Learning Siddhartha Kumar Reent Schlegel E. Rosnes Alexandre Graell i Amat FedML 34 11 0 30 Sep 2021
Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine Attacks Yasaman Keshtkarjahromi Rawad Bitar Venkateswara Dasari S. E. Rouayheb H. Seferoglu 22 11 0 15 Aug 2019
Coded State Machine -- Scaling State Machine Execution under Byzantine Faults Songze Li Saeid Sahraei Mingchao Yu A. Avestimehr Sreeram Kannan Pramod Viswanath 27 6 0 26 Jun 2019
Coded Distributed Computing: Performance Limits and Code Designs Mohammad Vahid Jamali M. Soleymani Hessam Mahdavifar 32 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 31 6 0 27 Apr 2019
A Droplet Approach Based on Raptor Codes for Distributed Computing With Straggling Servers A. Severinson Alexandre Graell i Amat E. Rosnes Francisco Lázaro G. Liva 29 10 0 08 Oct 2018
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously Songze Li Mingchao Yu Chien-Sheng Yang A. Avestimehr Sreeram Kannan Pramod Viswanath 42 110 0 27 Sep 2018
On the Fundamental Limits of Coded Data Shuffling for Distributed Machine Learning Adel M. Elmahdy S. Mohajer FedML 24 15 0 11 Jul 2018
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding Songze Li Seyed Mohammadreza Mousavi Kalan Qian-long Yu Mahdi Soltanolkotabi A. Avestimehr 34 48 0 24 May 2018
Robust Gradient Descent via Moment Encoding with LDPC Codes R. Maity A. S. Rawat A. Mazumdar 40 41 0 22 May 2018
Compressed Coded Distributed Computing Songze Li M. Maddah-ali A. Avestimehr 24 35 0 05 May 2018
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication Ankur Mallick Malhar Chaudhari Utsav Sheth Ganesh Palanikumar Gauri Joshi 27 141 0 27 Apr 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 21 50 0 17 Jan 2018
Near Optimal Coded Data Shuffling for Distributed Learning Mohamed Adel Attia Ravi Tandon FedML 42 30 0 05 Jan 2018
Block-Diagonal and LT Codes for Distributed Computing With Straggling Servers A. Severinson A. Graell i Amat E. Rosnes 38 92 0 21 Dec 2017
Combating Computational Heterogeneity in Large-Scale Distributed Computing via Work Exchange Mohamed Adel Attia Ravi Tandon 35 11 0 22 Nov 2017
Coded Fourier Transform Qian-long Yu M. Maddah-ali A. Avestimehr 43 63 0 17 Oct 2017
Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus Navid Azizan F. Lahouti Salman Avestimehr B. Hassibi 26 24 0 04 Aug 2017
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication Qian-long Yu M. Maddah-ali A. Avestimehr 31 461 0 30 May 2017
How to Optimally Allocate Resources for Coded Distributed Computing? Qian-long Yu Songze Li M. Maddah-ali A. Avestimehr 32 51 0 23 Feb 2017
Speeding Up Distributed Machine Learning Using Codes Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran 74 854 0 08 Dec 2015