Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication

30 May 2017

Papers citing "Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication"

18 / 68 papers shown

Title
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously Songze Li Mingchao Yu Chien-Sheng Yang A. Avestimehr Sreeram Kannan Pramod Viswanath 29 110 0 27 Sep 2018
On the Effect of Task-to-Worker Assignment in Distributed Computing Systems with Stragglers Amir Behrouzi-Far E. Soljanin 29 14 0 08 Aug 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
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 19 141 0 27 Apr 2018
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD Sanghamitra Dutta Gauri Joshi Soumyadip Ghosh Parijat Dube P. Nagpurkar 31 194 0 03 Mar 2018
Coded Sparse Matrix Multiplication Sinong Wang Jiashang Liu Ness B. Shroff 23 123 0 09 Feb 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 18 50 0 17 Jan 2018
Hierarchical Coding for Distributed Computing Hyegyeong Park Kangwook Lee Jy-yong Sohn Changho Suh Jaekyun Moon 23 74 0 15 Jan 2018
Near Optimal Coded Data Shuffling for Distributed Learning Mohamed Adel Attia Ravi Tandon FedML 34 30 0 05 Jan 2018
Block-Diagonal and LT Codes for Distributed Computing With Straggling Servers A. Severinson A. Graell i Amat E. Rosnes 24 92 0 21 Dec 2017
Combating Computational Heterogeneity in Large-Scale Distributed Computing via Work Exchange Mohamed Adel Attia Ravi Tandon 27 11 0 22 Nov 2017
Private Function Retrieval Mahtab Mirmohseni M. Maddah-ali 24 73 0 13 Nov 2017
Coded Fourier Transform Qian-long Yu M. Maddah-ali A. Avestimehr 35 63 0 17 Oct 2017
Improving Distributed Gradient Descent Using Reed-Solomon Codes Wael Halbawi Navid Azizan Fariborz Salehi B. Hassibi AI4CE FedML 16 156 0 16 Jun 2017
Coded Computation over Heterogeneous Clusters Amirhossein Reisizadeh Saurav Prakash Ramtin Pedarsani A. Avestimehr 27 225 0 21 Jan 2017