Distributionally Robust Optimization for Input Model Uncertainty in Simulation-Based Decision Making
Ghosh, Soumyadip, Squillante, Mark S.
Published in 2022 Winter Simulation Conference (WSC) (11.12.2022)
Published in 2022 Winter Simulation Conference (WSC) (11.12.2022)
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Conference Proceeding
Decentralized Bilevel Optimization for Personalized Client Learning
Lu, Songtao, Cui, Xiaodong, Squillante, Mark S., Kingsbury, Brian, Horesh, Lior
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
A Hierarchical Approach for the Resource Management of Very Large Cloud Platforms
Addis, B., Ardagna, D., Panicucci, B., Squillante, M. S., Li Zhang
Published in IEEE transactions on dependable and secure computing (01.09.2013)
Published in IEEE transactions on dependable and secure computing (01.09.2013)
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Journal Article
On Solving Distributionally Robust Optimization Formulations Efficiently
Ghosh, Soumyadip, Squillante, Mark S., Wollega, Ebisa D.
Published in 2021 Winter Simulation Conference (WSC) (12.12.2021)
Published in 2021 Winter Simulation Conference (WSC) (12.12.2021)
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Conference Proceeding
A two-phase approach for stochastic optimization of complex business processes
Ghosh, Soumyadip, Heching, Aliza R., Squillante, Mark S.
Published in 2013 Winter Simulations Conference (WSC) (01.12.2013)
Published in 2013 Winter Simulations Conference (WSC) (01.12.2013)
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Conference Proceeding
Generalized parallel-server fork-join queues with dynamic task scheduling
Squillante, Mark S., Zhang, Yanyong, Sivasubramaniam, Anand, Gautam, Natarajan
Published in Annals of operations research (01.04.2008)
Published in Annals of operations research (01.04.2008)
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Journal Article
Performance Implications of Failures in Large-Scale Cluster Scheduling
Zhang, Yanyong, Squillante, Mark S., Sivasubramaniam, Anand, Sahoo, Ramendra K.
Published in Job Scheduling Strategies for Parallel Processing (2005)
Published in Job Scheduling Strategies for Parallel Processing (2005)
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Book Chapter
Conference Proceeding
Efficiently serving dynamic data at highly accessed web sites
Challenger, J.R., Dantzig, P., Arun Iyengar, Squillante, M.S., Li Zhang
Published in IEEE/ACM transactions on networking (01.04.2004)
Published in IEEE/ACM transactions on networking (01.04.2004)
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Journal Article
Scalability of Wireless Networks
Jelenkovic, P.R., Momcilovic, P., Squillante, M.S.
Published in IEEE/ACM transactions on networking (01.04.2007)
Published in IEEE/ACM transactions on networking (01.04.2007)
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Journal Article
Fundamentals of Dynamic Decentralized Optimization in Autonomic Computing Systems
Nowicki, Tomasz, Squillante, Mark S., Wu, Chai Wah
Published in Lecture notes in computer science (2005)
Published in Lecture notes in computer science (2005)
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Book Chapter
Conference Proceeding
Models of parallel applications with large computation and I/O requirements
Rosti, E., Serazzi, G., Smirni, E., Squillante, M.S.
Published in IEEE transactions on software engineering (01.03.2002)
Published in IEEE transactions on software engineering (01.03.2002)
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Journal Article
Web traffic modeling at finer time scales and performance implications
Xia, Cathy H., Liu, Zhen, Squillante, Mark S., Zhang, Li, Malouch, Naceur
Published in Performance evaluation (01.07.2005)
Published in Performance evaluation (01.07.2005)
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Journal Article
Analysis of Stochastic Online Bin Packing Processes
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Journal Article
Conference Proceeding