Mark S. Squillante
Orcid: 0000-0002-5195-8441
According to our database1,
Mark S. Squillante
authored at least 168 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2008, "For contributions to the theory and practice of stochastic modeling.".
IEEE Fellow
IEEE Fellow 2002, "For contributions to analysis, modeling and optimization of computer systems.".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
On csauthors.net:
Bibliography
2024
A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms.
CoRR, 2024
On Quantum Algorithms for Efficient Solutions of General Classes of Structured Markov Processes.
CoRR, 2024
Multi-Function Multi-Way Analog Technology for Sustainable Machine Intelligence Computation.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Special Issue on The Workshop on MAthematical performance Modeling and Analysis (MAMA 2023).
SIGMETRICS Perform. Evaluation Rev., September, 2023
SIGMETRICS Perform. Evaluation Rev., September, 2023
Obtaining Explainable Classification Models using Distributionally Robust Optimization.
CoRR, 2023
Generalization Performance of Transfer Learning: Overparameterized and Underparameterized Regimes.
CoRR, 2023
On the control of density-dependent stochastic population processes with time-varying behavior.
Autom., 2023
Solving Sparse Linear Systems via Flexible GMRES with In-Memory Analog Preconditioning.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023
2022
Special Issue on The Workshop on MAthematical performance Modeling and Analysis (MAMA 2022).
SIGMETRICS Perform. Evaluation Rev., August, 2022
SIGMETRICS Perform. Evaluation Rev., August, 2022
On Heavy-Traffic Optimal Scaling of c-Weighted MaxWeight Scheduling in Input-Queued Switches.
IEEE Trans. Autom. Control., 2022
Special Issue on The Workshop on MAthematical performance Modeling and Analysis (MAMA 2021).
SIGMETRICS Perform. Evaluation Rev., 2022
SIGMETRICS Perform. Evaluation Rev., 2022
Queueing Syst. Theory Appl., 2022
Distributionally Robust Optimization for Input Model Uncertainty in Simulation-Based Decision Making.
Proceedings of the Winter Simulation Conference, 2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
CoRR, 2021
Solving sparse linear systems with approximate inverse preconditioners on analog devices.
CoRR, 2021
Proceedings of the Winter Simulation Conference, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Solving sparse linear systems with approximate inverse preconditioners on analog devices.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021
2020
Special Issue on The Workshop on MAthematical performance Modeling and Analysis (MAMA 2020).
SIGMETRICS Perform. Evaluation Rev., 2020
Optimal Control in Fluid Models of nxn Input-Queued Switches under Linear Fluid-Flow Costs.
SIGMETRICS Perform. Evaluation Rev., 2020
Optimal Delay-Cost Scheduling Control in Fluid Models of General nxn Input-Queued Switches.
SIGMETRICS Perform. Evaluation Rev., 2020
Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Special Issue on The Workshop on MAthematical performance Modeling and Analysis (MAMA 2019).
SIGMETRICS Perform. Evaluation Rev., 2019
Math. Oper. Res., 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Special Issue on The Workshop on MAthematical performance Modeling and Analysis (MAMA 2018).
SIGMETRICS Perform. Evaluation Rev., 2018
SIGMETRICS Perform. Evaluation Rev., 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Control of Time-Varying Epidemic-Like Stochastic Processes and Their Mean-Field Limits.
Proceedings of the 2018 Annual American Control Conference, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
2017
Epidemic-Like Stochastic Processes with Time-Varying Behavior: Structural Properties and Asymptotic Limits.
SIGMETRICS Perform. Evaluation Rev., 2017
Nearly Completely Decomposable Epidemic-Like Stochastic Processes with Time-Varying Behavior.
SIGMETRICS Perform. Evaluation Rev., 2017
Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets.
SIGMETRICS Perform. Evaluation Rev., 2017
Proceedings of the 2017 American Control Conference, 2017
2016
SIGMETRICS Perform. Evaluation Rev., 2016
SIGMETRICS Perform. Evaluation Rev., 2016
Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times.
Math. Oper. Res., 2016
Bi-level stochastic approximation for joint optimization of hydroelectric dispatch and spot-market operations.
Proceedings of the Winter Simulation Conference, 2016
Proceedings of the Winter Simulation Conference, 2016
2015
SIGMETRICS Perform. Evaluation Rev., 2015
SIGMETRICS Perform. Evaluation Rev., 2015
Proceedings of the 27th International Teletraffic Congress, 2015
2014
SIGMETRICS Perform. Evaluation Rev., 2014
Asymptotic optimality of constant capacity allocation policies for dynamic resource planning.
SIGMETRICS Perform. Evaluation Rev., 2014
Perform. Evaluation, 2014
IBM J. Res. Dev., 2014
2013
IEEE Trans. Dependable Secur. Comput., 2013
SIGMETRICS Perform. Evaluation Rev., 2013
Rewards, costs and flexibility in dynamic resource allocation: a stochastic optimal control approach.
SIGMETRICS Perform. Evaluation Rev., 2013
Stochastic optimal control for a general class of dynamic resource allocation problems.
SIGMETRICS Perform. Evaluation Rev., 2013
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
2012
2011
Interfaces, 2011
2010
SIGMETRICS Perform. Evaluation Rev., 2010
SIGMETRICS Perform. Evaluation Rev., 2010
2009
SIGMETRICS Perform. Evaluation Rev., 2009
Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009
2008
SIGMETRICS Perform. Evaluation Rev., 2008
SIGMETRICS Perform. Evaluation Rev., 2008
Ann. Oper. Res., 2008
Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008
Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008
2007
SIGMETRICS Perform. Evaluation Rev., 2007
SIGMETRICS Perform. Evaluation Rev., 2007
Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007
2006
SIGMETRICS Perform. Evaluation Rev., 2006
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006
2005
Special issue on the workshop on MAthematical performance Modeling And Analysis (MAMA 2005): guest editor's foreword.
SIGMETRICS Perform. Evaluation Rev., 2005
Dynamic scheduling to optimize utility functions of sojourn time moments in queueing systems.
SIGMETRICS Perform. Evaluation Rev., 2005
Perform. Evaluation, 2005
Proceedings of the Self-star Properties in Complex Information Systems, 2005
2004
IEEE/ACM Trans. Netw., 2004
SIGMETRICS Perform. Evaluation Rev., 2004
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2004
Proceedings of the 2004 International Conference on Dependable Systems and Networks (DSN 2004), 28 June, 2004
2003
SIGMETRICS Perform. Evaluation Rev., 2003
Proceedings of the SPAA 2003: Proceedings of the Fifteenth Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2003
Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003
Optimal dynamic scheduling in a multiclass fluid model of Internet servers with transient overload.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
IEEE Trans. Software Eng., 2002
SIGMETRICS Perform. Evaluation Rev., 2002
Special issue on the workshop on mathematical performance modeling and analysis (MAMA 2002).
SIGMETRICS Perform. Evaluation Rev., 2002
Perform. Evaluation, 2002
Proceedings of the Eleventh International World Wide Web Conference, 2002
Modeling and analysis of dynamic coscheduling in parallel and distributed environments.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2002
Proceedings of the 10th International Workshop on Modeling, 2002
Proceedings of the Global Telecommunications Conference, 2002
Optimal control of resource allocation in e-business environments with strict quality-of-service performance guarantees.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Proceedings of the Advances in Computing Science, 2002
2001
IEEE Trans. Knowl. Data Eng., 2001
SIGMETRICS Perform. Evaluation Rev., 2001
Analysis of queues under correlated arrivals with applications to web server performance.
SIGMETRICS Perform. Evaluation Rev., 2001
Special issue on the workshop on MAthematical performance Modeling and Analysis (MAMA 2000).
SIGMETRICS Perform. Evaluation Rev., 2001
Special issue on the workshop on MAthematical performance Modeling and Analysis (MAMA 2001).
SIGMETRICS Perform. Evaluation Rev., 2001
SIGMETRICS Perform. Evaluation Rev., 2001
High-Volume Web Servers: Traffic Patterns, Performance Implications and Resource Management.
Proceedings of the 9th International Workshop on Modeling, 2001
Threshold-based priority policies for parallel-server systems with affinity scheduling.
Proceedings of the American Control Conference, 2001
2000
Proceedings of the MASCOTS 2000, Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 29 August, 2000
Proceedings of the Performance Evaluation: Origins and Directions, 2000
1999
Analysis and Characterization of Large-Scale Web Server Access Patterns and Performance.
World Wide Web, 1999
SIGMETRICS Perform. Evaluation Rev., 1999
SIGMETRICS Perform. Evaluation Rev., 1999
Special issue on the workshop on Mathematical performance modeling and analysis (MAMA '99).
SIGMETRICS Perform. Evaluation Rev., 1999
SIGMETRICS Perform. Evaluation Rev., 1999
Analysis of Job Arrival Patterns and Parallel Scheduling Performance.
Perform. Evaluation, 1999
Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1999
Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1999
Optimizing Profits in the Broadcast Delivery of Multimedia Products.
Proceedings of the MIS '99, 1999
1998
Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1998
A General Methodology for Characterizing Access Patterns and Analyzing Web Server Performance.
Proceedings of the MASCOTS 1998, 1998
1997
Processor Allocation in Multiprogrammed Distributed-Memory Parallel Computer Systems.
J. Parallel Distributed Comput., 1997
Optimal Scheduling of Coarse-Grained Parallel Scientific Applications.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
Extensible Resource Scheduling for Parallel Scientific Applications.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
Proceedings of the MASCOTS 1997, 1997
Performance Evaluation of Gang Scheduling for Parallel and Distributed Multiprogramming.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1997
Proceedings of the High Performance Computing, International Symposium, 1997
Proceedings of the 17th International Conference on Distributed Computing Systems, 1997
1996
Stochastic Analysis of Gang Scheduling in Parallel and Distributed Systems.
Perform. Evaluation, 1996
Proceedings of the 8th Annual ACM Symposium on Parallel Algorithms and Architectures, 1996
Proceedings of the MASCOTS '96, 1996
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1996
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1996
Proceedings of the 23rd Annual International Symposium on Computer Architecture, 1996
1995
Proceedings of the Fifteenth ACM Symposium on Operating System Principles, 1995
Analysis of Cache Effects and Resource Scheduling in Distributed Parallel Processing Systems.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995
PET: A Parallel Performance Estimation Tool.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995
Analytic Performance Modeling for a Spectrum of Multithreaded Processor Architectures.
Proceedings of the MASCOTS '95, 1995
On the Benefits and Limitations of Dynamic Partitioning in Parallel Computer Systems.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1995
1994
Analysis of Processor Allocation in Multiprogrammed, Distributed-Memory Parallel Processing Systems.
IEEE Trans. Parallel Distributed Syst., 1994
Proceedings of the 1994 ACM SIGMETRICS conference on Measurement and modeling of computer systems, 1994
1993
Using Processor-Cache Affinity Information in Shared-Memory Multiprocessor Scheduling.
IEEE Trans. Parallel Distributed Syst., 1993
Proceedings of the 1993 ACM SIGMETRICS conference on Measurement and modeling of computer systems, 1993
Performance analysis of job scheduling policies in parallel supercomputing environments.
Proceedings of the Proceedings Supercomputing '93, 1993
Scheduling of Large Scientific Applications on Distributed Memory Multiprocessor Systems.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993
1991
Proceedings of the 1991 ACM SIGMETRICS conference on Measurement and modeling of computer systems, 1991
1990
Analysis of Contention in Multiprocessor Scheduling.
Proceedings of the Performance '90, 1990
1989
1988
An RPC/LWP System for Interconnecting Heterogeneous Systems.
Proceedings of the USENIX Winter Conference. Dallas, Texas, USA, January 1988, 1988