| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 21 | Sukhpal Singh Gill, Xue Ouyang, Peter Garraghan |
Tails in the cloud: a survey and taxonomy of straggler management within large-scale cloud data centres.  |
J. Supercomput.  |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | |
Detecting straggler MapReduce tasks in big data processing infrastructure by neural network. |
J. Supercomput. |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Eunju Yang, Dong-Ki Kang, Chan-Hyun Youn |
BOA: batch orchestration algorithm for straggler mitigation of distributed DL training in heterogeneous GPU cluster. |
J. Supercomput. |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Ajay Badita, Parimal Parag, Vaneet Aggarwal |
Optimal Server Selection for Straggler Mitigation. |
IEEE/ACM Trans. Netw. |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Rawad Bitar, Mary Wootters, Salim El Rouayheb |
Stochastic Gradient Coding for Straggler Mitigation in Distributed Learning. |
IEEE J. Sel. Areas Inf. Theory |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Qian Yu 0001, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. |
IEEE Trans. Inf. Theory |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Tung Thanh Vu, Duy T. Ngo, Hien Quoc Ngo, Minh N. Dao, Nguyen Hoang Tran, Richard H. Middleton |
User Selection Approaches to Mitigate the Straggler Effect for Federated Learning on Cell-Free Massive MIMO Networks. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Amir Javadpour, Guojun Wang 0001, Samira Rezaei, Kuan-Ching Li |
Detecting Straggler MapReduce Tasks in Big Data Processing Infrastructure by Neural Network. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Busra Tegin, Eduin E. Hernandez, Stefano Rini, Tolga M. Duman |
Straggler Mitigation through Unequal Error Protection for Distributed Matrix Multiplication. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III |
Straggler Robust Distributed Matrix Inverse Approximation. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Aditya Ramamoorthy, Anindya Bijoy Das, Li Tang 0004 |
Straggler-resistant distributed matrix computation via coding theory. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Amir Behrouzi-Far, Emina Soljanin |
Efficient Replication for Straggler Mitigation in Distributed Computing. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran |
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali |
Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz |
Gradient Coding with Dynamic Clustering for Straggler Mitigation. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Vipul Gupta, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar, Thomas A. Courtade, Kannan Ramchandran |
Serverless Straggler Mitigation using Local Error-Correcting Codes. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani |
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Emre Ozfatura, Sennur Ulukus, Deniz Gündüz |
Straggler-aware Distributed Learning: Communication Computation Latency Trade-off. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 21 | Aditya Ramamoorthy, Anindya Bijoy Das, Li Tang 0004 |
Straggler-Resistant Distributed Matrix Computation via Coding Theory: Removing a Bottleneck in Large-Scale Data Processing. |
IEEE Signal Process. Mag. |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Emre Ozfatura, Sennur Ulukus, Deniz Gündüz |
Straggler-Aware Distributed Learning: Communication-Computation Latency Trade-Off. |
Entropy |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Shanuja Sasi, V. Lalitha 0001, Vaneet Aggarwal, B. Sundar Rajan |
Straggler Mitigation With Tiered Gradient Codes. |
IEEE Trans. Commun. |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Mandana Farhang, Faramarz Safi-Esfahani |
Recognizing MapReduce Straggler Tasks in Big Data Infrastructures Using Artificial Neural Networks. |
J. Grid Comput. |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Burak Hasircioglu, Jesús Gómez-Vilardebó, Deniz Gündüz |
Bivariate Polynomial Coding for Straggler Exploitation with Heterogeneous Workers. |
ISIT |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran |
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning. |
ISIT |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Pedro Soto, Jun Li 0017 |
Straggler-free Coding for Concurrent Matrix Multiplications. |
ISIT |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Kanishak Vaidya, B. Sundar Rajan |
Distributed Computation: Privacy, Straggler Mitigation, and Security Against Colluding Workers. |
GLOBECOM |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Yangyang Tao, Junxiu Zhou |
Straggler Remission for Federated Learning via Decentralized Redundant Cayley Tree. |
LATINCOM |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Ajay Badita, Parimal Parag, Vaneet Aggarwal |
Sequential addition of coded sub-tasks for straggler mitigation. |
INFOCOM |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Haodong Lu 0001, Kun Wang 0005 |
Towards Mitigating Straggler with Deep Reinforcement Learning in Parameter Server. |
ICCC |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Vipul Gupta, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar, Thomas A. Courtade, Kannan Ramchandran |
Serverless Straggler Mitigation using Error-Correcting Codes. |
ICDCS |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | M. Nikhil Krishnan, Seyederfan Hosseini, Ashish Khisti |
Coded Sequential Matrix Multiplication For Straggler Mitigation. |
NeurIPS |
2020 |
DBLP BibTeX RDF |
|
| 21 | Mohammad Hasanzadeh-Mofrad, Rami G. Melhem, Muhammad Yousuf Ahmad, Mohammad Hammoud |
Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect. |
HPEC |
2020 |
DBLP DOI BibTeX RDF |
|
| 21 | Can Karakus, Yifan Sun 0001, Suhas N. Diggavi, Wotao Yin |
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning. |
J. Mach. Learn. Res. |
2019 |
DBLP BibTeX RDF |
|
| 21 | Peter Garraghan, Xue Ouyang, Renyu Yang, David McKee 0001, Jie Xu 0007 |
Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters. |
IEEE Trans. Serv. Comput. |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Jaber Kakar, Seyedhamed Ebadifar, Aydin Sezgin |
On the Capacity and Straggler-Robustness of Distributed Secure Matrix Multiplication. |
IEEE Access |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Mehmet Fatih Aktas, Emina Soljanin |
Straggler Mitigation at Scale. |
IEEE/ACM Trans. Netw. |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Neda Tavakoli, Dong Dai 0001, Yong Chen 0001 |
Client-side straggler-aware I/O scheduler for object-based parallel file systems. |
Parallel Comput. |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Ajay Badita, Parimal Parag, Vaneet Aggarwal |
Optimal Server Selection for Straggler Mitigation. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Jingjing Zhang 0002, Osvaldo Simeone |
LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Haozhao Wang, Song Guo 0001, Bin Tang, Ruixuan Li 0001, Chengjie Li |
Heterogeneity-aware Gradient Coding for Straggler Tolerance. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Mehmet Fatih Aktas, Emina Soljanin |
Optimizing Redundancy Levels in Master-Worker Compute Clusters for Straggler Mitigation. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Anindya Bijoy Das, Aditya Ramamoorthy, Namrata Vaswani |
Random Convolutional Coding for Robust and Straggler Resilient Distributed Matrix Computation. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Mehmet Fatih Aktas, Emina Soljanin |
Straggler Mitigation at Scale. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Zhouyuan Huo, Heng Huang |
Straggler-Agnostic and Communication-Efficient Distributed Primal-Dual Algorithm for High-Dimensional Data Mining. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Rawad Bitar, Mary Wootters, Salim El Rouayheb |
Stochastic Gradient Coding for Straggler Mitigation in Distributed Learning. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Shanuja Sasi, V. Lalitha 0001, Vaneet Aggarwal, B. Sundar Rajan |
Straggler Mitigation with Tiered Gradient Codes. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 21 | Tien-Dat Phan, Guillaume Pallez, Shadi Ibrahim, Padma Raghavan |
A New Framework for Evaluating Straggler Detection Mechanisms in MapReduce. |
ACM Trans. Model. Perform. Evaluation Comput. Syst. |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Da Wang, Gauri Joshi, Gregory W. Wornell |
Efficient Straggler Replication in Large-Scale Parallel Computing. |
ACM Trans. Model. Perform. Evaluation Comput. Syst. |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Huihuang Yu, Zongwei Zhu, Xianglan Chen, Yuming Cheng, Yahui Hu, Xi Li 0003 |
Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server. |
HPCC/SmartCity/DSS |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Rawad Bitar, Mary Wootters, Salim El Rouayheb |
Stochastic Gradient Coding for Flexible Straggler Mitigation in Distributed Learning. |
ITW |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Burak Bartan, Mert Pilanci |
Straggler Resilient Serverless Computing Based on Polar Codes. |
Allerton |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Laiping Zhao, Yiming Li, Françoise Fogelman-Soulié |
Effective Straggler Mitigation with Cross-Layer Interference-Aware Optimization. |
ICPADS |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Haozhao Wang, Song Guo 0001, Bin Tang, Ruixuan Li 0001, Chengjie Li |
Heterogeneity-aware Gradient Coding for Straggler Tolerance. |
ICDCS |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Mi Zhang 0007, Qiuping Wang, Zhirong Shen, Patrick P. C. Lee |
Parity-Only Caching for Robust Straggler Tolerance. |
MSST |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Krishna Giri Narra, Zhifeng Lin, Mehrdad Kiamari, Salman Avestimehr, Murali Annavaram |
Slack squeeze coded computing for adaptive straggler mitigation. |
SC |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Dominic Lindsay, Sukhpal Singh Gill, Peter Garraghan |
PRISM: An Experiment Framework for Straggler Analytics in Containerized Clusters. |
WOC@Middleware |
2019 |
DBLP DOI BibTeX RDF |
|
| 21 | Pengfei Zheng, Benjamin C. Lee |
Hound: Causal Learning for Datacenter-scale Straggler Diagnosis. |
Proc. ACM Meas. Anal. Comput. Syst. |
2018 |
DBLP DOI BibTeX RDF |
|
| 21 | Nenavath Srinivas Naik, Atul Negi, V. N. Sastry |
Improving straggler task performance in a heterogeneous MapReduce framework using reinforcement learning. |
Int. J. Big Data Intell. |
2018 |
DBLP DOI BibTeX RDF |
|
| 21 | Can Karakus, Yifan Sun 0001, Suhas N. Diggavi, Wotao Yin |
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 21 | Jaber Kakar, Seyedhamed Ebadifar, Aydin Sezgin |
Rate-Efficiency and Straggler-Robustness through Partition in Distributed Two-Sided Secure Matrix Computation. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 21 | Neda Tavakoli, Dong Dai 0001, Yong Chen 0001 |
Client-side Straggler-Aware I/O Scheduler for Object-based Parallel File Systems. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 21 | Qian Yu 0001, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 21 | Songze Li, Seyed Mohammadreza Mousavi Kalan, Qian Yu 0001, Mahdi Soltanolkotabi, Amir Salman Avestimehr |
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 21 | Farzin Haddadpour, Yaoqing Yang, Malhar Chaudhari, Viveck R. Cadambe, Pulkit Grover |
Straggler-Resilient and Communication-Efficient Distributed Iterative Linear Solver. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 21 | Tavor Baharav, Kangwook Lee 0001, Orhan Ocal, Kannan Ramchandran |
Straggler-Proofing Massive-Scale Distributed Matrix Multiplication with D-Dimensional Product Codes. |
ISIT |
2018 |
DBLP DOI BibTeX RDF |
|
| 21 | Qian Yu 0001, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr |
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. |
ISIT |
2018 |
DBLP DOI BibTeX RDF |
|
| 21 | Huanxing Shen, Cong Li |
Zeno: A Straggler Diagnosis System for Distributed Computing Using Machine Learning. |
ISC |
2018 |
DBLP DOI BibTeX RDF |
|
| 21 | Pengfei Zheng, Benjamin C. Lee |
Hound: Causal Learning for Datacenter-scale Straggler Diagnosis. |
SIGMETRICS (Abstracts) |
2018 |
DBLP DOI BibTeX RDF |
|
| 21 | Songze Li, Seyed Mohammadreza Mousavi Kalan, Amir Salman Avestimehr, Mahdi Soltanolkotabi |
Near-Optimal Straggler Mitigation for Distributed Gradient Methods. |
IPDPS Workshops |
2018 |
DBLP DOI BibTeX RDF |
|
| 21 | Xue Ouyang |
Intelligent straggler mitigation in massive-scale computing systems. |
|
2018 |
RDF |
|
| 21 | Mehmet Fatih Aktas, Pei Peng, Emina Soljanin |
Effective Straggler Mitigation: Which Clones Should Attack and When? |
SIGMETRICS Perform. Evaluation Rev. |
2017 |
DBLP DOI BibTeX RDF |
|
| 21 | Mehmet Fatih Aktas, Pei Peng, Emina Soljanin |
Straggler Mitigation by Delayed Relaunch of Tasks. |
SIGMETRICS Perform. Evaluation Rev. |
2017 |
DBLP DOI BibTeX RDF |
|
| 21 | Giacomo Nannicini |
Straggler Mitigation by Delayed Relaunch of Tasks. |
SIGMETRICS Perform. Evaluation Rev. |
2017 |
DBLP DOI BibTeX RDF |
|
| 21 | Songze Li, Seyed Mohammadreza Mousavi Kalan, Amir Salman Avestimehr, Mahdi Soltanolkotabi |
Near-Optimal Straggler Mitigation for Distributed Gradient Methods. |
CoRR |
2017 |
DBLP BibTeX RDF |
|
| 21 | Can Karakus, Yifan Sun 0001, Suhas N. Diggavi, Wotao Yin |
Straggler Mitigation in Distributed Optimization Through Data Encoding. |
CoRR |
2017 |
DBLP BibTeX RDF |
|
| 21 | Mehmet Fatih Aktas, Pei Peng, Emina Soljanin |
Straggler Mitigation by Delayed Relaunch of Tasks. |
CoRR |
2017 |
DBLP BibTeX RDF |
|
| 21 | Mehmet Fatih Aktas, Pei Peng, Emina Soljanin |
Effective Straggler Mitigation: Which Clones Should Attack and When? |
CoRR |
2017 |
DBLP BibTeX RDF |
|
| 21 | Tien-Dat Phan, Shadi Ibrahim, Amelie Chi Zhou, Guillaume Aupy, Gabriel Antoniu |
Energy-Driven Straggler Mitigation in MapReduce. |
Euro-Par |
2017 |
DBLP DOI BibTeX RDF |
|
| 21 | Wei Dai, Ibrahim Adel Ibrahim, Mostafa A. Bassiouni |
An Improved Straggler Identification Scheme for Data-Intensive Computing on Cloud Platforms. |
CSCloud |
2017 |
DBLP DOI BibTeX RDF |
|
| 21 | Xue Ouyang, Changjian Wang, Renyu Yang, Guogui Yang, Paul Townend, Jie Xu 0007 |
ML-NA: A Machine Learning Based Node Performance Analyzer Utilizing Straggler Statistics. |
ICPADS |
2017 |
DBLP DOI BibTeX RDF |
|
| 21 | Eman Bin Khunayn, Shanika Karunasekera, Hairuo Xie, Kotagiri Ramamohanarao |
Straggler Mitigation for Distributed Behavioral Simulation. |
ICDCS |
2017 |
DBLP DOI BibTeX RDF |
|
| 21 | Can Karakus, Yifan Sun 0001, Suhas N. Diggavi, Wotao Yin |
Straggler Mitigation in Distributed Optimization Through Data Encoding. |
NIPS |
2017 |
DBLP BibTeX RDF |
|
| 21 | Tien-Dat Phan |
Energy-efficient Straggler Mitigation for Big Data Applications on the Clouds. (Amélioration de l'efficacité énergétique de la prévention de stragglers pour les applications Big Data sur les clouds). |
|
2017 |
RDF |
|
| 21 | Neeraja Jayant Yadwadkar, Bharath Hariharan, Joseph E. Gonzalez, Randy Howard Katz |
Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling. |
J. Mach. Learn. Res. |
2016 |
DBLP BibTeX RDF |
|
| 21 | Neda Tavakoli, Dong Dai 0001, Yong Chen 0001 |
Log-Assisted Straggler-Aware I/O Scheduler for High-End Computing. |
ICPP Workshops |
2016 |
DBLP DOI BibTeX RDF |
|
| 21 | Xue Ouyang, Peter Garraghan, David McKee 0001, Paul Townend, Jie Xu 0007 |
Straggler Detection in Parallel Computing Systems through Dynamic Threshold Calculation. |
AINA |
2016 |
DBLP DOI BibTeX RDF |
|
| 21 | Aaron Harlap, Henggang Cui, Wei Dai 0003, Jinliang Wei, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing |
Addressing the straggler problem for iterative convergent parallel ML. |
SoCC |
2016 |
DBLP DOI BibTeX RDF |
|
| 21 | Da Wang, Gauri Joshi, Gregory W. Wornell |
Using Straggler Replication to Reduce Latency in Large-scale Parallel Computing. |
SIGMETRICS Perform. Evaluation Rev. |
2015 |
DBLP DOI BibTeX RDF |
|
| 21 | Da Wang, Gauri Joshi, Gregory W. Wornell |
Using Straggler Replication to Reduce Latency in Large-scale Parallel Computing (Extended Version). |
CoRR |
2015 |
DBLP BibTeX RDF |
|
| 21 | Ganesh Ananthanarayanan, Ali Ghodsi 0002, Scott Shenker, Ion Stoica |
Effective Straggler Mitigation: Attack of the Clones. |
NSDI |
2013 |
DBLP BibTeX RDF |
|
| 21 | James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Gregory R. Ganger, Garth Gibson, Kimberly Keeton, Eric P. Xing |
Solving the Straggler Problem with Bounded Staleness. |
HotOS |
2013 |
DBLP BibTeX RDF |
|
| 21 | David Eppstein, Michael T. Goodrich |
Straggler Identification in Round-Trip Data Streams via Newton's Identities and Invertible Bloom Filters. |
IEEE Trans. Knowl. Data Eng. |
2011 |
DBLP DOI BibTeX RDF |
|
| 21 | Lei Lei, Tianyu Wo, Chunming Hu |
CREST: Towards Fast Speculation of Straggler Tasks in MapReduce. |
ICEBE |
2011 |
DBLP DOI BibTeX RDF |
|
| 21 | David Eppstein, Michael T. Goodrich |
Space-Efficient Straggler Identification in Round-Trip Data Streams via Newton's Identities and Invertible Bloom Filters |
CoRR |
2007 |
DBLP BibTeX RDF |
|
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