| 2025 | WSC | Connecting Quantum Computing with Classical Stochastic Simulation. | Jose H. Blanchet, Mark S. Squillante, Mario Szegedy, Guanyang Wang |
| 2025 | WSC | A Simulation Optimization Approach to Optimal Experimental Design for Symbolic Discovery. | Kenneth L. Clarkson, Soumyadip Ghosh, Joao P. Goncalves, Rik Sengupta, Mark S. Squillante, Dmitry Zubarev |
| 2024 | ICLR | Topological data analysis on noisy quantum computers. | Ismail Yunus Akhalwaya, Shashanka Ubaru, Kenneth L. Clarkson, Mark S. Squillante, Vishnu Jejjala, Yang-Hui He, Kugendran Naidoo, Vasileios Kalantzis, Lior Horesh |
| 2022 | AISTATS | A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality. | Xuhui Zhang, Jos H. Blanchet, Soumyadip Ghosh, Mark S. Squillante |
| 2022 | ICASSP | Decentralized Bilevel Optimization for Personalized Client Learning. | Songtao Lu, Xiaodong Cui, Mark S. Squillante, Brian Kingsbury, Lior Horesh |
| 2022 | WSC | Distributionally Robust Optimization for Input Model Uncertainty in Simulation-Based Decision Making. | Soumyadip Ghosh, Mark S. Squillante |
| 2021 | WSC | On Solving Distributionally Robust Optimization Formulations Efficiently. | Soumyadip Ghosh, Mark S. Squillante, Ebisa D. Wollega |
| 2019 | ICML | PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach. | Lily Weng, Pin-Yu Chen, Lam M. Nguyen, Mark S. Squillante, Akhilan Boopathy, Ivan V. Oseledets, Luca Daniel |
| 2016 | WSC | Accelerating splitting algorithms for power grid reliability estimation. | Wander S. Wadman, Mark S. Squillante, Soumyadip Ghosh |
| 2016 | WSC | Bi-level stochastic approximation for joint optimization of hydroelectric dispatch and spot-market operations. | Ebisa D. Wollega, Soumyadip Ghosh, Mark S. Squillante |
| 2013 | ICDM | Prescriptive Analytics for Allocating Sales Teams to Opportunities. | Ban Kawas, Mark S. Squillante, Dharmashankar Subramanian, Kush R. Varshney |
| 2013 | WSC | A two-phase approach for stochastic optimization of complex business processes. | Soumyadip Ghosh, Aliza R. Heching, Mark S. Squillante |
| 2008 | MOBIHOC | On throughput in linear wireless networks. | Petar Momcilovic, Mark S. Squillante |
| 2008 | SIGMETRICS | Revisiting stochastic loss networks: structures and algorithms. | Kyomin Jung, Yingdong Lu, Devavrat Shah, Mayank Sharma, Mark S. Squillante |
| 2007 | SIGMETRICS | Optimal capacity planning in stochastic loss networks with time-varying workloads. | Sandeep Bhadra, Yingdong Lu, Mark S. Squillante |
| 2006 | INFOCOM | Buffer Scalability of Wireless Networks. | Predrag R. Jelenkovic, Petar Momcilovic, Mark S. Squillante |
| 2004 | DSN | Failure Data Analysis of a Large-Scale Heterogeneous Server Environment. | Ramendra K. Sahoo, Anand Sivasubramaniam, Mark S. Squillante, Yanyong Zhang |
| 2004 | JSSPP | Performance Implications of Failures in Large-Scale Cluster Scheduling. | Yanyong Zhang, Mark S. Squillante, Anand Sivasubramaniam, Ramendra K. Sahoo |
| 2003 | ICDCS | Analysis of Task Assignment with Cycle Stealing under Central Queue. | Mor Harchol-Balter, Cuihong Li, Takayuki Osogami, Alan Scheller-Wolf, Mark S. Squillante |
| 2003 | SPAA | Cycle stealing under immediate dispatch task assignment. | Mor Harchol-Balter, Cuihong Li, Takayuki Osogami, Alan Scheller-Wolf, Mark S. Squillante |
| 2002 | GLOBECOM | Analysis of measurement data from sporting event Web sites. | Zhen Liu, Mark S. Squillante, Cathy H. Xia, S.-Z. Yu, Li Zhang, Naceur Malouch, Paul Dantzig |
| 2002 | MASCOTS | Workload Service Requirements Analysis: A Queueing Network Optimization Approach. | Li Zhang, Cathy H. Xia, Mark S. Squillante, W. Nathaniel Mills III |
| 2002 | WWW | Optimal crawling strategies for web search engines. | Joel L. Wolf, Mark S. Squillante, Philip S. Yu, Jay Sethuraman, L. Ozsen |
| 2002 | SIGMETRICS | Modeling and analysis of dynamic coscheduling in parallel and distributed environments. | Mark S. Squillante, Yanyong Zhang, Anand Sivasubramaniam, Natarajan Gautam, Hubertus Franke, Jos E. Moreira |
| 2001 | MASCOTS | High-Volume Web Servers: Traffic Patterns, Performance Implications and Resource Management. | Mark S. Squillante |
| 2000 | MASCOTS | Analysis of Large-Scale Distributed Information Systems. | Joseph L. Hellerstein, T. S. Jayram, Mark S. Squillante |
| 1999 | SODA | Optimal Scheduling of Multiclass Parallel Machines. | Jay Sethuraman, Mark S. Squillante |
| 1999 | SIGMETRICS | Optimal Stochastic Scheduling in Multiclass Parallel Queues. | Jay Sethuraman, Mark S. Squillante |
| 1998 | MASCOTS | A General Methodology for Characterizing Access Patterns and Analyzing Web Server Performance. | Arun Iyengar, Edward A. MacNair, Mark S. Squillante, Li Zhang |
| 1998 | SIGMETRICS | The Impact of I/O on Program Behavior and Parallel Scheduling. | Emilia Rosti, Giuseppe Serazzi, Evgenia Smirni, Mark S. Squillante |
| 1997 | ICDCS | Extensible Resource Management for Cluster Computing. | Nayeem Islam, Andreas L. Prodromidis, Mark S. Squillante, Ajei S. Gopal, Liana L. Fong |
| 1997 | JSSPP | Performance Evaluation of Gang Scheduling for Parallel and Distributed Multiprogramming. | Fang Wang, Marios C. Papaefthymiou, Mark S. Squillante |
| 1997 | MASCOTS | Analytic Models of Workload Behavior and Pipeline Performance. | Mark S. Squillante, David R. Kaeli, Himanshu Sinh |
| 1996 | ISCA | Evaluation of Multithreaded Uniprocessors for Commercial Application Environments. | Richard J. Eickemeyer, Ross E. Johnson, Steven R. Kunkel, Mark S. Squillante, Shiafun Liu |
| 1996 | JSSPP | Dynamic Partitioning in Different Distributed-Memory Environments. | Nayeem Islam, Andreas L. Prodromidis, Mark S. Squillante |
| 1996 | JSSPP | A Gang Scheduling Design for Multiprogrammed Parallel Computing Environments. | Fang Wang, Hubertus Franke, Marios C. Papaefthymiou, Pratap Pattnaik, Larry Rudolph, Mark S. Squillante |
| 1996 | MASCOTS | Modeling and Analysis of Task Migration in Shared-Memory Computer Systems. | Randolph D. Nelson, Mark S. Squillante |
| 1996 | SPAA | An Analysis of Gang Scheduling for Multiprogrammed Parallel Computing Environments. | Mark S. Squillante, Fang Wang, Marios C. Papaefthymiou |
| 1995 | JSSPP | On the Benefits and Limitations of Dynamic Partitioning in Parallel Computer Systems. | Mark S. Squillante |
| 1995 | MASCOTS | Analytic Performance Modeling for a Spectrum of Multithreaded Processor Architectures. | Pradeep K. Dubey, Arvind Krishna, Mark S. Squillante |
| 1995 | SOSP | Time-Function Scheduling: A General Approach To Controllable Resource Management. | Liana L. Fong, Mark S. Squillante |
| 1994 | SIGMETRICS | Analysis of the Impact of Memory in Distributed Parallel Processing Systems. | Vinod G. J. Peris, Mark S. Squillante, Vijay K. Naik |
| 1993 | SC | Performance analysis of job scheduling policies in parallel supercomputing environments. | Vijay K. Naik, Sanjeev Setia, Mark S. Squillante |
| 1993 | SIGMETRICS | Processor Scheduling on Multiprogrammed, Distributed Memory Parallel Computers. | Sanjeev Setia, Mark S. Squillante, Satish K. Tripathi |
| 1991 | SIGMETRICS | Analysis of Task Migration in Shared-Memory Multiprocessor Scheduling. | Mark S. Squillante, Randolph D. Nelson |
| 1990 | PERFORMANCE | Analysis of Contention in Multiprocessor Scheduling. | Randolph D. Nelson, Mark S. Squillante |
| 1988 | USENIX | An RPC/LWP System for Interconnecting Heterogeneous Systems. | Jan Sanislo, Mark S. Squillante |