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Effective Straggler Mitigation: Which Clones Should Attack and When?

Effective Straggler Mitigation: Which Clones Should Attack and When?

2 October 2017
M. Aktaş
Pei Peng
E. Soljanin
ArXiv (abs)PDFHTML

Papers citing "Effective Straggler Mitigation: Which Clones Should Attack and When?"

17 / 17 papers shown
START: Straggler Prediction and Mitigation for Cloud Computing
  Environments using Encoder LSTM Networks
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM NetworksIEEE Transactions on Services Computing (IEEE TSC), 2021
Shreshth Tuli
S. Gill
Peter Garraghan
Rajkumar Buyya
G. Casale
N. Jennings
AI4TS
280
36
0
19 Nov 2021
A Case for Sampling Based Learning Techniques in Coflow Scheduling
A Case for Sampling Based Learning Techniques in Coflow SchedulingIEEE/ACM Transactions on Networking (TON), 2021
Akshay Jajoo
Y. C. Hu
Xiaojun Lin
204
13
0
25 Aug 2021
A Survey of Coded Distributed Computing
A Survey of Coded Distributed Computing
Jer Shyuan Ng
Wei Yang Bryan Lim
Nguyen Cong Luong
Zehui Xiong
Alia Asheralieva
Dusit Niyato
Cyril Leung
Chunyan Miao
194
26
0
20 Aug 2020
Communication-Efficient Gradient Coding for Straggler Mitigation in
  Distributed Learning
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning
S. Kadhe
O. O. Koyluoglu
Kannan Ramchandran
242
14
0
14 May 2020
Secure Coded Cooperative Computation at the Heterogeneous Edge against
  Byzantine Attacks
Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine AttacksGlobal Communications Conference (GLOBECOM), 2019
Yasaman Keshtkarjahromi
Rawad Bitar
Venkateswara Dasari
S. E. Rouayheb
H. Seferoglu
183
12
0
15 Aug 2019
Redundancy Scheduling in Systems with Bi-Modal Job Service Time
  Distribution
Redundancy Scheduling in Systems with Bi-Modal Job Service Time DistributionAllerton Conference on Communication, Control, and Computing (Allerton), 2019
Amir Behrouzi-Far
E. Soljanin
242
9
0
07 Aug 2019
Straggler Mitigation at Scale
Straggler Mitigation at ScaleIEEE/ACM Transactions on Networking (TON), 2019
M. Aktaş
E. Soljanin
184
41
0
25 Jun 2019
Coded Distributed Computing: Performance Limits and Code Designs
Coded Distributed Computing: Performance Limits and Code DesignsInformation Theory Workshop (ITW), 2019
Mohammad Vahid Jamali
M. Soleymani
Hessam Mahdavifar
298
17
0
24 Jun 2019
Optimizing Redundancy Levels in Master-Worker Compute Clusters for
  Straggler Mitigation
Optimizing Redundancy Levels in Master-Worker Compute Clusters for Straggler Mitigation
M. Aktaş
E. Soljanin
156
3
0
12 Jun 2019
Gradient Coding Based on Block Designs for Mitigating Adversarial
  Stragglers
Gradient Coding Based on Block Designs for Mitigating Adversarial StragglersInternational Symposium on Information Theory (ISIT), 2019
S. Kadhe
O. O. Koyluoglu
Kannan Ramchandran
154
33
0
30 Apr 2019
Timely-Throughput Optimal Coded Computing over Cloud Networks
Timely-Throughput Optimal Coded Computing over Cloud Networks
Chien-Sheng Yang
Ramtin Pedarsani
A. Avestimehr
215
34
0
11 Apr 2019
CodeNet: Training Large Scale Neural Networks in Presence of Soft-Errors
CodeNet: Training Large Scale Neural Networks in Presence of Soft-Errors
Sanghamitra Dutta
Ziqian Bai
Tze Meng Low
P. Grover
290
19
0
04 Mar 2019
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in
  Distributed Learning
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning
Amirhossein Reisizadeh
Saurav Prakash
Ramtin Pedarsani
A. Avestimehr
315
29
0
06 Feb 2019
An Application of Storage-Optimal MatDot Codes for Coded Matrix
  Multiplication: Fast k-Nearest Neighbors Estimation
An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation
Utsav Sheth
Sanghamitra Dutta
Malhar Chaudhari
Haewon Jeong
Yaoqing Yang
J. Kohonen
Teemu Roos
P. Grover
314
39
0
28 Nov 2018
A Unified Coded Deep Neural Network Training Strategy Based on
  Generalized PolyDot Codes for Matrix Multiplication
A Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication
Sanghamitra Dutta
Ziqian Bai
Haewon Jeong
Tze Meng Low
P. Grover
205
115
0
27 Nov 2018
On the Effect of Task-to-Worker Assignment in Distributed Computing
  Systems with Stragglers
On the Effect of Task-to-Worker Assignment in Distributed Computing Systems with Stragglers
Amir Behrouzi-Far
E. Soljanin
146
14
0
08 Aug 2018
Coded Computation over Heterogeneous Clusters
Coded Computation over Heterogeneous ClustersInternational Symposium on Information Theory (ISIT), 2017
Amirhossein Reisizadeh
Saurav Prakash
Ramtin Pedarsani
A. Avestimehr
493
243
0
21 Jan 2017
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