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ORCIDMark S. Squillante
- > Home > Persons > Mark S. Squillante
Publications
- 2023
[j82]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)- [j80]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
- [j74]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) - 2020
- [j72]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) - [j71]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) - 2019
- [j70]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) - [c59]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
A Family of Robust Stochastic Operators for Reinforcement Learning. NeurIPS 2019: 15626-15636 - [i4]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
A Control-Model-Based Approach for Reinforcement Learning. CoRR abs/1905.12009 (2019) - 2018
- [c58]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk:
Optimal Dynamic Control for Input-Queued Switches in Heavy Traffic. ACC 2018: 3804-3809 - [c57]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 - [i3]Yingdong Lu, Mark S. Squillante, Chai Wah Wu:
A General Family of Robust Stochastic Operators for Reinforcement Learning. CoRR abs/1805.08122 (2018) - 2017
- [j64]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) - [j63]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) - [j62]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) - [c56]Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Chai Wah Wu:
On optimal portfolios of dynamic resource allocations. ACC 2017: 2447-2452 - 2016
- [j61]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) - [j60]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) - [j59]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
- [j57]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
- [j56]Yingdong Lu, Mayank Sharma, Mark S. Squillante:
Workforce management: Risk-based financial planning and capacity provisioning. IBM J. Res. Dev. 58(4) (2014) - [j54]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
- [j51]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) - [j50]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) - [j49]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
- [j47]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) - 2011
- [j44]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
- [j42]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) - [j41]Yingdong Lu, Mark S. Squillante:
On approximations for multiple multidimensional stochastic knapsacks. SIGMETRICS Perform. Evaluation Rev. 38(2): 45-47 (2010) - 2009
- [j40]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) - [j39]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
- [c48]Kyomin Jung, Yingdong Lu, Devavrat Shah, Mayank Sharma, Mark S. Squillante:
Revisiting stochastic loss networks: structures and algorithms. SIGMETRICS 2008: 407-418 - 2007
- [j33]Yingdong Lu, Ana Radovanovic, Mark S. Squillante:
Optimal capacity planning in stochastic loss networks. SIGMETRICS Perform. Evaluation Rev. 35(2): 39-41 (2007) - [c47]Sandeep Bhadra, Yingdong Lu, Mark S. Squillante:
Optimal capacity planning in stochastic loss networks with time-varying workloads. SIGMETRICS 2007: 227-238 - 2005
- [j27]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) - 2004
- [j24]Xin Guo, Yingdong Lu, Mark S. Squillante:
Optimal probabilistic routing in distributed parallel queues. SIGMETRICS Perform. Evaluation Rev. 32(2): 53-54 (2004)
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