The power of online learning in stochastic network optimization

ACM SIGMETRICS Performance Evaluation Review ◽

10.1145/2637364.2591990 ◽

2014 ◽

Vol 42 (1) ◽

pp. 153-165 ◽

Author(s):

Longbo Huang ◽

Xin Liu ◽

Xiaohong Hao

Keyword(s):

Online Learning ◽

Network Optimization ◽

Stochastic Network ◽

Stochastic Network Optimization

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The power of online learning in stochastic network optimization

The 2014 ACM international conference on Measurement and modeling of computer systems - SIGMETRICS '14 ◽

10.1145/2591971.2591990 ◽

2014 ◽

Author(s):

Longbo Huang ◽

Xin Liu ◽

Xiaohong Hao

Keyword(s):

Online Learning ◽

Network Optimization ◽

Stochastic Network ◽

Stochastic Network Optimization

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A Wireless Network Testbed for Stochastic Network Optimization

10.21236/ada535199 ◽

2010 ◽

Author(s):

Mung Chiang

Keyword(s):

Wireless Network ◽

Network Optimization ◽

Stochastic Network ◽

Stochastic Network Optimization

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Achieving Low-Delay and Fast-Convergence in Stochastic Network Optimization

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science - SIGMETRICS '16 ◽

10.1145/2896377.2901474 ◽

2016 ◽

Author(s):

Jia Liu

Keyword(s):

Network Optimization ◽

Fast Convergence ◽

Stochastic Network ◽

Low Delay ◽

Stochastic Network Optimization

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Achieving utility-delay-reliability tradeoff in stochastic network optimization with finite buffers

2015 IEEE Conference on Computer Communications (INFOCOM) ◽

10.1109/infocom.2015.7218520 ◽

2015 ◽

Author(s):

Sucha Supittayapornpong ◽

Michael J. Neely

Keyword(s):

Network Optimization ◽

Stochastic Network ◽

Finite Buffers ◽

Stochastic Network Optimization

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Non-stationary Stochastic Network Optimization with Imperfect Estimations

2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS) ◽

10.1109/icdcs.2019.00050 ◽

2019 ◽

Author(s):

Yu Liu ◽

Zhenhua Liu ◽

Yuanyuan Yang

Keyword(s):

Network Optimization ◽

Stochastic Network ◽

Stochastic Network Optimization

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Learning-aided Stochastic Network Optimization with Imperfect State Prediction

Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing - Mobihoc '17 ◽

10.1145/3084041.3084054 ◽

2017 ◽

Author(s):

Longbo Huang ◽

Minghua Chen ◽

Yunxin Liu

Keyword(s):

Network Optimization ◽

Stochastic Network ◽

Imperfect State ◽

State Prediction ◽

Stochastic Network Optimization

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Stock market trading via stochastic network optimization

49th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2010.5717310 ◽

2010 ◽

Author(s):

Michael J. Neely

Keyword(s):

Stock Market ◽

Network Optimization ◽

Stochastic Network ◽

Stock Market Trading ◽

Stochastic Network Optimization

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A data-driven approach to stochastic network optimization

2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2016.7905894 ◽

2016 ◽

Author(s):

Tianyi Chen ◽

Aryan Mokhtari ◽

Xin Wang ◽

Alejandro Ribeiro ◽

Georgios B. Giannakis

Keyword(s):

Network Optimization ◽

Data Driven ◽

Stochastic Network ◽

Data Driven Approach ◽

Stochastic Network Optimization

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Learning-Aided Stochastic Network Optimization With State Prediction

IEEE/ACM Transactions on Networking ◽

10.1109/tnet.2018.2854593 ◽

2018 ◽

Vol 26 (4) ◽

pp. 1810-1820 ◽

Author(s):

Longbo Huang ◽

Minghua Chen ◽

Yunxin Liu

Keyword(s):

Network Optimization ◽

Stochastic Network ◽

State Prediction ◽

Stochastic Network Optimization

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Delay reduction via Lagrange Multipliers in stochastic network optimization

2009 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks ◽

10.1109/wiopt.2009.5291609 ◽

2009 ◽

Author(s):

Longbo Huang ◽

M.J. Neely

Keyword(s):

Lagrange Multipliers ◽

Network Optimization ◽

Stochastic Network ◽

Delay Reduction ◽

Stochastic Network Optimization

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