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Learning Scheduling Algorithms for Data Processing Clusters

3 October 2018

Papers citing "Learning Scheduling Algorithms for Data Processing Clusters"

15 / 165 papers shown

Benchmarking Graph Neural NetworksJournal of machine learning research (JMLR), 2023

Vijay Prakash Dwivedi

1.3K

1,099

02 Mar 2020

Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network CompilationInternational Conference on Learning Representations (ICLR), 2020

219

23 Jan 2020

Learning Variable Ordering Heuristics for Solving Constraint Satisfaction ProblemsEngineering applications of artificial intelligence (EAAI), 2019

204

23 Dec 2019

Intelligent Resource Scheduling for Co-located Latency-critical Services: A Multi-Model Collaborative Learning ApproachUSENIX Conference on File and Storage Technologies (FAST), 2019

Lei Liu

VLM

26 Nov 2019

Generalizable Resource Allocation in Stream Processing via Deep Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2019

140

19 Nov 2019

RLScheduler: An Automated HPC Batch Job Scheduler Using Reinforcement Learning

20 Oct 2019

Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use caseComputer Communications (Comput. Commun.), 2019

483

235

16 Oct 2019

Interpreting Deep Learning-Based Networking Systems

Hongxin Hu

167

09 Oct 2019

Data Centers Job Scheduling with Deep Reinforcement LearningPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2019

151

16 Sep 2019

Wield: Systematic Reinforcement Learning With Progressive Randomization

Michael Schaarschmidt

Kai Fricke

Eiko Yoneki

131

15 Sep 2019

DL2: A Deep Learning-driven Scheduler for Deep Learning ClustersIEEE Transactions on Parallel and Distributed Systems (TPDS), 2019

111

100

13 Sep 2019

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous ClustersInternational Conference on Machine Learning (ICML), 2019

Subho Sankar Banerjee

Saurabh Jha

Zbigniew T. Kalbarczyk

Ravishankar Iyer

182

04 Sep 2019

A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge ComputingInternational Conference on Mobile Ad-hoc and Sensor Networks (MSN), 2019

192

26 Aug 2019

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine LearningNeural Information Processing Systems (NeurIPS), 2019

174

20 Jun 2019

Reinforced Genetic Algorithm Learning for Optimizing Computation GraphsInternational Conference on Learning Representations (ICLR), 2019

Aditya Sanjay Paliwal

249

07 May 2019