Towards VM Rescheduling Optimization Through Deep Reinforcement Learning

23 May 2025

Papers citing "Towards VM Rescheduling Optimization Through Deep Reinforcement Learning"

24 / 24 papers shown

Title
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 93 12 0 21 Jan 2025
MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge Yuning Chen Kang Yang Zhiyu An Brady Holder Luke Paloutzian Khaled Bali Wan Du KELM 80 5 0 01 Jul 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 103 62 0 12 Jun 2024
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control Zhiyu An Xianzhong Ding Wan Du OffRL AI4CE 69 8 0 29 Feb 2024
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field Xianzhong Ding Wan Du AI4CE 43 14 0 04 Apr 2023
Exploring Deep Reinforcement Learning for Holistic Smart Building Control Xianzhong Ding Alberto Cerpa Wan Du AI4CE 29 10 0 27 Jan 2023
Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP Deepak Narayanan Fiodar Kazhamiaka Firas Abuzaid Peter Kraft Akshay Agrawal Srikanth Kandula Stephen P. Boyd Matei A. Zaharia 31 53 0 22 Oct 2021
Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention Jingwei Zhang Bin Zi Xiaoyu Ge OffRL 31 20 0 09 Jul 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 400 40,217 0 22 Oct 2020
Hybrid Models for Learning to Branch Prateek Gupta Maxime Gasse Elias Boutros Khalil M. P. Kumar Andrea Lodi Yoshua Bengio GNN 129 126 0 26 Jun 2020
Reinforcement Learning for Variable Selection in a Branch and Bound Algorithm Marc Etheve Zacharie Alès Côme Bissuel Olivier Juan S. Kedad-Sidhoum 32 38 0 20 May 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 477 1,994 0 04 May 2020
Reinforcement Learning for Combinatorial Optimization: A Survey Nina Mazyavkina S. Sviridov Sergei Ivanov Evgeny Burnaev 74 611 0 07 Mar 2020
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning Qijing Huang Ameer Haj-Ali William S. Moses J. Xiang Ion Stoica Krste Asanović J. Wawrzynek 28 56 0 02 Mar 2020
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients Brenden K. Petersen Mikel Landajuela T. Nathan Mundhenk Claudio Santiago Soo K. Kim Joanne T. Kim 38 313 0 10 Dec 2019
Reinforcement Learning Driven Heuristic Optimization Qingpeng Cai W. Hang Azalia Mirhoseini George Tucker Jingtao Wang Wei Wei 52 27 0 16 Jun 2019
Exact Combinatorial Optimization with Graph Convolutional Neural Networks Maxime Gasse Didier Chételat Nicola Ferroni Laurent Charlin Andrea Lodi GNN CML 110 481 0 04 Jun 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 189 4,368 0 02 Feb 2019
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 62 642 0 03 Oct 2018
Learning by Playing - Solving Sparse Reward Tasks from Scratch Martin Riedmiller Roland Hafner Thomas Lampe Michael Neunert Jonas Degrave T. Wiele Volodymyr Mnih N. Heess Jost Tobias Springenberg 68 446 0 28 Feb 2018
Deep Reinforcement Learning that Matters Peter Henderson Riashat Islam Philip Bachman Joelle Pineau Doina Precup David Meger OffRL 103 1,940 0 19 Sep 2017
Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method Haoyuan Hu Xiaodong Zhang Xiaowei Yan Longfei Wang Yinghui Xu 43 127 0 20 Aug 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 236 18,685 0 20 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 453 129,831 0 12 Jun 2017