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2020 – today
- 2024
[i10]Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki:
On Convergence of the Alternating Directions SGHMC Algorithm. CoRR abs/2405.13140 (2024)- [i9]Soumyadip Ghosh, Lior Horesh, Vassilis Kalantzis, Yingdong Lu, Tomasz Nowicki:
Regenerative Ulam-von Neumann Algorithm: An Innovative Markov chain Monte Carlo Method for Matrix Inversion. CoRR abs/2407.16661 (2024) - 2023
- [j39]Yingdong Lu
, Mark S. Squillante, Chai Wah Wu:
On the control of density-dependent stochastic population processes with time-varying behavior. Autom. 153: 111023 (2023) - [j38]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
Markov Decision Process Framework for Control-Based Reinforcement Learning. SIGMETRICS Perform. Evaluation Rev. 51(2): 39-41 (2023) - 2022
- [j37]Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki:
On L2 convergence of the Hamiltonian Monte Carlo. Appl. Math. Lett. 127: 107811 (2022) - [j36]Yingdong Lu:
Performance Analysis of A Queueing System with Server Arrival and Departure. SIGMETRICS Perform. Evaluation Rev. 49(2): 21-23 (2022) - [j35]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk:
On Heavy-Traffic Optimal Scaling of c-Weighted MaxWeight Scheduling in Input-Queued Switches. IEEE Trans. Autom. Control. 67(8): 4272-4277 (2022) - [c9]Yingdong Lu, Duqu Wei:
Chaos Prediction of Power Systems by Using Deep Learning. ICMLC 2022: 11-17 - [i8]Soumyadip Ghosh, Yingdong Lu, Tomasz J. Nowicki:
Polynomial convergence of iterations of certain random operators in Hilbert space. CoRR abs/2202.02266 (2022) - [i7]Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki, Edith Zhang:
On Representations of Mean-Field Variational Inference. CoRR abs/2210.11385 (2022) - 2021
- [i6]Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki:
HMC, an example of Functional Analysis applied to Algorithms in Data Mining. The convergence in Lp. CoRR abs/2101.08688 (2021) - [i5]Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki:
HMC, an Algorithms in Data Mining, the Functional Analysis approach. CoRR abs/2102.02691 (2021) - [i4]Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki:
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions. CoRR abs/2110.12907 (2021) - 2020
- [j34]Yingdong Lu, Mark S. Squillante, Tonghoon Suk:
Optimal Delay-Cost Scheduling Control in Fluid Models of General nxn Input-Queued Switches. SIGMETRICS Perform. Evaluation Rev. 48(2): 36-38 (2020) - [j33]Yingdong Lu, Mark S. Squillante, Tonghoon Suk:
Optimal Control in Fluid Models of nxn Input-Queued Switches under Linear Fluid-Flow Costs. SIGMETRICS Perform. Evaluation Rev. 48(3): 122-127 (2020) - [c8]Huiyuan Yu, Maggie X. Cheng, Yingdong Lu:
A Randomized Algorithm for Sparse Recovery. ICPR 2020: 8312-8319
2010 – 2019
- 2019
- [j32]Kyomin Jung, Yingdong Lu, Devavrat Shah, Mayank Sharma, Mark S. Squillante:
Revisiting Stochastic Loss Networks: Structures and Approximations. Math. Oper. Res. 44(3): 890-918 (2019) - [c7]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
A Family of Robust Stochastic Operators for Reinforcement Learning. NeurIPS 2019: 15626-15636 - [i3]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
A Control-Model-Based Approach for Reinforcement Learning. CoRR abs/1905.12009 (2019) - [i2]Yingdong Lu:
A Stochastic Knapsack Game: Revenue Management in Competitions. CoRR abs/1909.04609 (2019) - 2018
- [c6]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk:
Optimal Dynamic Control for Input-Queued Switches in Heavy Traffic. ACC 2018: 3804-3809 - [c5]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
Control of Time-Varying Epidemic-Like Stochastic Processes and Their Mean-Field Limits. ACC 2018: 6602-6607 - [i1]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
A General Family of Robust Stochastic Operators for Reinforcement Learning. CoRR abs/1805.08122 (2018) - 2017
- [j31]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
Nearly Completely Decomposable Epidemic-Like Stochastic Processes with Time-Varying Behavior. SIGMETRICS Perform. Evaluation Rev. 45(2): 48-50 (2017) - [j30]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
Epidemic-Like Stochastic Processes with Time-Varying Behavior: Structural Properties and Asymptotic Limits. SIGMETRICS Perform. Evaluation Rev. 45(3): 160-166 (2017) - [j29]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk, X. Wu:
Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. SIGMETRICS Perform. Evaluation Rev. 45(3): 217-223 (2017) - [c4]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Chai Wah Wu:
On optimal portfolios of dynamic resource allocations. ACC 2017: 2447-2452 - 2016
- [j28]David A. Goldberg, Dmitriy A. Katz-Rogozhnikov, Yingdong Lu, Mayank Sharma, Mark S. Squillante:
Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times. Math. Oper. Res. 41(3): 898-913 (2016) - [j27]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Chai Wah Wu:
Risk-Based Dynamic Allocation of Computing Resources. SIGMETRICS Perform. Evaluation Rev. 44(2): 27-29 (2016) - [j26]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk:
Delay-Optimal Scheduling for Some Input-Queued Switches. SIGMETRICS Perform. Evaluation Rev. 44(2): 45-47 (2016) - 2015
- [j25]Yingdong Lu, Mark S. Squillante, Chai Wah Wu, Bo Zhang:
On the Control of Epidemic-Like Stochastic Processes with Time-Varying Behavior? SIGMETRICS Perform. Evaluation Rev. 43(2): 78-80 (2015) - 2014
- [j24]Yingdong Lu, Mayank Sharma, Mark S. Squillante:
Workforce management: Risk-based financial planning and capacity provisioning. IBM J. Res. Dev. 58(4) (2014) - [j23]David A. Goldberg, Dimitriy A. Katz, Yingdong Lu, Mayank Sharma, Mark S. Squillante:
Asymptotic optimality of constant capacity allocation policies for dynamic resource planning. SIGMETRICS Perform. Evaluation Rev. 42(2): 61-63 (2014) - 2013
- [j22]Xuefeng Gao, Yingdong Lu, Mayank Sharma, Mark S. Squillante, J. W. Bosman:
Stochastic optimal control for a general class of dynamic resource allocation problems. SIGMETRICS Perform. Evaluation Rev. 41(2): 3-14 (2013) - [j21]Yingdong Lu, Mark S. Squillante, David D. Yao:
Asymptotics of a class of resource planning problems. SIGMETRICS Perform. Evaluation Rev. 41(3): 52-54 (2013) - [j20]Xuefeng Gao, Yingdong Lu, Mayank Sharma, Mark S. Squillante, J. W. Bosman:
Rewards, costs and flexibility in dynamic resource allocation: a stochastic optimal control approach. SIGMETRICS Perform. Evaluation Rev. 41(3): 61-63 (2013) - 2012
- [j19]Moritz Baier, Jorge E. Carballo, Alice J. Chang, Yingdong Lu, Aleksandra Mojsilovic, M. Jonathan Richard, Moninder Singh, Mark S. Squillante, Kush R. Varshney:
Sales-force performance analytics and optimization. IBM J. Res. Dev. 56(6): 8 (2012) - [j18]Yue Tan, Yingdong Lu, Cathy H. Xia:
Provisioning for large scale loss network systems with applications in cloud computing. SIGMETRICS Perform. Evaluation Rev. 40(3): 83-85 (2012) - [c3]Yue Tan, Yingdong Lu, Cathy H. Xia:
Provisioning for large scale cloud computing services. SIGMETRICS 2012: 407-408 - 2011
- [j17]Heng Cao, Jianying Hu, Chen Jiang, Tarun Kumar, Ta-Hsin Li, Yang Liu, Yingdong Lu, Shilpa Mahatma, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante, Yichong Yu:
OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains. Interfaces 41(5): 414-435 (2011) - 2010
- [j16]Yingdong Lu, Jing-Sheng Song, Yao Zhao:
No-Holdback Allocation Rules for Continuous-Time Assemble-to-Order Systems. Oper. Res. 58(3): 691-705 (2010) - [j15]Jianying Hu, Yingdong Lu, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante:
Performance management of IT services delivery. SIGMETRICS Perform. Evaluation Rev. 37(4): 50-57 (2010) - [j14]Yingdong Lu, Mark S. Squillante:
On approximations for multiple multidimensional stochastic knapsacks. SIGMETRICS Perform. Evaluation Rev. 38(2): 45-47 (2010)
2000 – 2009
- 2009
- [j13]Jonatha Anselmi, Yingdong Lu, Mayank Sharma, Mark S. Squillante:
Improved approximations for the Erlang loss model. Queueing Syst. Theory Appl. 63(1-4): 217-239 (2009) - [j12]Jonatha Anselmi, Yingdong Lu, Mayank Sharma, Mark S. Squillante:
Improved Approximations for Stochastic Loss Networks. SIGMETRICS Perform. Evaluation Rev. 37(2): 45-47 (2009) - 2008
- [j11]Yingdong Lu:
Performance analysis for assemble-to-order systems with general renewal arrivals and random batch demands. Eur. J. Oper. Res. 185(2): 635-647 (2008) - [j10]Grace Y. Lin, Yingdong Lu, David D. Yao:
The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing. Oper. Res. 56(4): 945-957 (2008) - [c2]Kyomin Jung, Yingdong Lu, Devavrat Shah, Mayank Sharma, Mark S. Squillante:
Revisiting stochastic loss networks: structures and algorithms. SIGMETRICS 2008: 407-418 - 2007
- [j9]Yingdong Lu, Ana Radovanovic, Mark S. Squillante:
Optimal capacity planning in stochastic loss networks. SIGMETRICS Perform. Evaluation Rev. 35(2): 39-41 (2007) - [c1]Sandeep Bhadra, Yingdong Lu, Mark S. Squillante:
Optimal capacity planning in stochastic loss networks with time-varying workloads. SIGMETRICS 2007: 227-238 - 2005
- [j8]Yingdong Lu, Jing-Sheng Song:
Order-Based Cost Optimization in Assemble-to-Order Systems. Oper. Res. 53(1): 151-169 (2005) - [j7]Yingdong Lu, Mark S. Squillante:
Dynamic scheduling to optimize utility functions of sojourn time moments in queueing systems. SIGMETRICS Perform. Evaluation Rev. 33(2): 42-44 (2005) - [j6]Yingdong Lu:
Solving a dynamic resource allocation problem through continuous optimization. IEEE Trans. Autom. Control. 50(6): 890-894 (2005) - 2004
- [j5]Xin Guo, Yingdong Lu, Mark S. Squillante:
Optimal probabilistic routing in distributed parallel queues. SIGMETRICS Perform. Evaluation Rev. 32(2): 53-54 (2004) - 2003
- [j4]Yingdong Lu, Jing-Sheng Song, David D. Yao:
Order Fill Rate, Leadtime Variability, and Advance Demand Information in an Assemble-to-Order System. Oper. Res. 51(2): 292-308 (2003) - [j3]Yingdong Lu, David D. Yao:
Optimal control of a fluid network with side constraints. IEEE Trans. Autom. Control. 48(10): 1865-1869 (2003) - 2002
- [j2]Martin Bichler, Jayant Kalagnanam, Kaan Katircioglu, Alan J. King, Richard D. Lawrence, Ho Soo Lee, Grace Y. Lin, Yingdong Lu:
Applications of flexible pricing in business-to-business electronic commerce. IBM Syst. J. 41(2): 287-302 (2002) - 2001
- [j1]Yingdong Lu, Jing-Sheng Song, Weian Zheng:
Performance analysis of assemble-to-order systems through strong approximations. SIGMETRICS Perform. Evaluation Rev. 29(3): 45-46 (2001)
Coauthor Index
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