Yingdong Lu

CoRR, 2024

2023

Markov Decision Process Framework for Control-Based Reinforcement Learning.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., September, 2023

On the control of density-dependent stochastic population processes with time-varying behavior.

[BibT_eX]

[DOI]

Autom., 2023

2022

On Heavy-Traffic Optimal Scaling of c-Weighted MaxWeight Scheduling in Input-Queued Switches.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2022

Performance Analysis of A Queueing System with Server Arrival and Departure.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2022

On Representations of Mean-Field Variational Inference.

[BibT_eX]

[DOI]

CoRR, 2022

Polynomial convergence of iterations of certain random operators in Hilbert space.

[BibT_eX]

[DOI]

Tomasz J. Nowicki

CoRR, 2022

On L2 convergence of the Hamiltonian Monte Carlo.

[BibT_eX]

[DOI]

Appl. Math. Lett., 2022

Chaos Prediction of Power Systems by Using Deep Learning.

[BibT_eX]

[DOI]

Duqu Wei

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

2021

Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions.

[BibT_eX]

[DOI]

CoRR, 2021

HMC, an Algorithms in Data Mining, the Functional Analysis approach.

[BibT_eX]

[DOI]

CoRR, 2021

HMC, an example of Functional Analysis applied to Algorithms in Data Mining. The convergence in L<sup>p</sup>.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Optimal Control in Fluid Models of nxn Input-Queued Switches under Linear Fluid-Flow Costs.

[BibT_eX]

[DOI]

Tonghoon Suk

SIGMETRICS Perform. Evaluation Rev., 2020

Optimal Delay-Cost Scheduling Control in Fluid Models of General nxn Input-Queued Switches.

[BibT_eX]

[DOI]

Tonghoon Suk

SIGMETRICS Perform. Evaluation Rev., 2020

A Randomized Algorithm for Sparse Recovery.

[BibT_eX]

[DOI]

Huiyuan Yu

Maggie X. Cheng

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Revisiting Stochastic Loss Networks: Structures and Approximations.

[BibT_eX]

[DOI]

Math. Oper. Res., 2019

A Stochastic Knapsack Game: Revenue Management in Competitions.

[BibT_eX]

[DOI]

CoRR, 2019

A Control-Model-Based Approach for Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

A Family of Robust Stochastic Operators for Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A General Family of Robust Stochastic Operators for Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Control of Time-Varying Epidemic-Like Stochastic Processes and Their Mean-Field Limits.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Optimal Dynamic Control for Input-Queued Switches in Heavy Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Epidemic-Like Stochastic Processes with Time-Varying Behavior: Structural Properties and Asymptotic Limits.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2017

Nearly Completely Decomposable Epidemic-Like Stochastic Processes with Time-Varying Behavior.

[BibT_eX]

[DOI]

Dmitriy A. Katz-Rogozhnikov

SIGMETRICS Perform. Evaluation Rev., 2017

Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2017

On optimal portfolios of dynamic resource allocations.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Risk-Based Dynamic Allocation of Computing Resources.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2016

Delay-Optimal Scheduling for Some Input-Queued Switches.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2016

Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times.

[BibT_eX]

[DOI]

David A. Goldberg

Math. Oper. Res., 2016

2015

On the Control of Epidemic-Like Stochastic Processes with Time-Varying Behavior?

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2015

2014

Asymptotic optimality of constant capacity allocation policies for dynamic resource planning.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2014

Workforce management: Risk-based financial planning and capacity provisioning.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2014

2013

Asymptotics of a class of resource planning problems.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2013

Rewards, costs and flexibility in dynamic resource allocation: a stochastic optimal control approach.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2013

Stochastic optimal control for a general class of dynamic resource allocation problems.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2013

2012

Provisioning for large scale loss network systems with applications in cloud computing.

[BibT_eX]

[DOI]

Yue Tan

Cathy H. Xia

SIGMETRICS Perform. Evaluation Rev., 2012

Sales-force performance analytics and optimization.

[BibT_eX]

[DOI]

Aleksandra Mojsilovic

IBM J. Res. Dev., 2012

Provisioning for large scale cloud computing services.

[BibT_eX]

[DOI]

Yue Tan

Cathy H. Xia

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

2011

OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains.

[BibT_eX]

[DOI]

Aleksandra Mojsilovic

Yichong Yu

Interfaces, 2011

2010

On approximations for multiple multidimensional stochastic knapsacks.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2010

Performance management of IT services delivery.

[BibT_eX]

[DOI]

Jianying Hu

Aleksandra Mojsilovic

SIGMETRICS Perform. Evaluation Rev., 2010

No-Holdback Allocation Rules for Continuous-Time Assemble-to-Order Systems.

[BibT_eX]

[DOI]

Yao Zhao

Oper. Res., 2010

2009

Improved Approximations for Stochastic Loss Networks.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2009

Improved approximations for the Erlang loss model.

[BibT_eX]

[DOI]

Queueing Syst. Theory Appl., 2009

2008

The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing.

[BibT_eX]

[DOI]

Grace Y. Lin

Oper. Res., 2008

Performance analysis for assemble-to-order systems with general renewal arrivals and random batch demands.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2008

Revisiting stochastic loss networks: structures and algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

2007

Optimal capacity planning in stochastic loss networks.

[BibT_eX]

[DOI]

Ana Radovanovic

SIGMETRICS Perform. Evaluation Rev., 2007

Optimal capacity planning in stochastic loss networks with time-varying workloads.

[BibT_eX]

[DOI]

Sandeep Bhadra

Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007

2005

Solving a dynamic resource allocation problem through continuous optimization.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2005

Dynamic scheduling to optimize utility functions of sojourn time moments in queueing systems.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2005

Order-Based Cost Optimization in Assemble-to-Order Systems.

[BibT_eX]

[DOI]

Oper. Res., 2005

2004

Optimal probabilistic routing in distributed parallel queues.

[BibT_eX]

[DOI]

Xin Guo

SIGMETRICS Perform. Evaluation Rev., 2004

2003

Optimal control of a fluid network with side constraints.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2003

Order Fill Rate, Leadtime Variability, and Advance Demand Information in an Assemble-to-Order System.

[BibT_eX]

[DOI]

Oper. Res., 2003

2002

Applications of flexible pricing in business-to-business electronic commerce.

[BibT_eX]

[DOI]

IBM Syst. J., 2002

2001

Performance analysis of assemble-to-order systems through strong approximations.

[BibT_eX]

[DOI]