Learning Resource Allocation and Pricing for Cloud Profit Maximization
暂无分享,去创建一个
Chuan Wu | Bingqian Du | Zhiyi Huang | Zhiyi Huang | Chuan Wu | Bingqian Du
[1] Feng Zhao,et al. Virtual machine power metering and provisioning , 2010, SoCC '10.
[2] Besmir Sejdiu,et al. Pricing Schemes in Cloud Computing: An Overview , 2016 .
[3] Zongpeng Li,et al. An online auction framework for dynamic resource provisioning in cloud computing , 2014, SIGMETRICS '14.
[4] Yan Hong,et al. Reinforcement Mechanism Design, with Applications to Dynamic Pricing in Sponsored Search Auctions , 2017, ArXiv.
[5] Muli Ben-Yehuda,et al. Deconstructing Amazon EC2 Spot Instance Pricing , 2011, 2011 IEEE Third International Conference on Cloud Computing Technology and Science.
[6] Demis Hassabis,et al. Mastering the game of Go with deep neural networks and tree search , 2016, Nature.
[7] David Silver,et al. Deep Reinforcement Learning with Double Q-Learning , 2015, AAAI.
[8] Shane Legg,et al. Human-level control through deep reinforcement learning , 2015, Nature.
[9] Christopher Leckie,et al. Analysing Virtual Machine Usage in Cloud Computing , 2013, 2013 IEEE Ninth World Congress on Services.
[10] Peter Stone,et al. Deep Reinforcement Learning in Parameterized Action Space , 2015, ICLR.
[11] Yuval Tassa,et al. Continuous control with deep reinforcement learning , 2015, ICLR.
[12] Kristina Lerman,et al. Resource allocation in the grid using reinforcement learning , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..
[13] Mihaela van der Schaar,et al. Dynamic pricing for smart grid with reinforcement learning , 2014, 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
[14] Yishay Mansour,et al. Welfare and Profit Maximization with Production Costs , 2011, 2011 IEEE 52nd Annual Symposium on Foundations of Computer Science.
[15] Tim Oates,et al. Automated Cloud Provisioning on AWS using Deep Reinforcement Learning , 2017, ArXiv.
[16] W. Souma. Physics of Personal Income , 2002, cond-mat/0202388.
[17] Stuart J. Russell,et al. Automated Pricing Agents in the On-Demand Economy , 2016 .
[18] Rajarshi Das,et al. A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation , 2006, 2006 IEEE International Conference on Autonomic Computing.
[19] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[20] Marco Gramaglia,et al. Optimising 5G infrastructure markets: The business of network slicing , 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.
[21] Ricardo Bianchini,et al. Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms , 2017, SOSP.
[22] Zhen Li,et al. Understanding Hidden Memories of Recurrent Neural Networks , 2017, 2017 IEEE Conference on Visual Analytics Science and Technology (VAST).
[23] Zongpeng Li,et al. Online Auctions in IaaS Clouds: Welfare and Profit Maximization With Server Costs , 2015, IEEE/ACM Transactions on Networking.