University of Southern Indiana

Publications

PUBLICATIONS & RESEARCH

Book Chapters

  • R. Mehrotra, I. Banicescu, S. Srivastava, S. Abdelwahed. A Power-Aware Autonomic Approach for Performance Management of Scientic Applications in a Data Center Environment, in Handbook on Data Centers (online), Samee Khan and Albert Zomaya Eds., Springer, pp. 163-190, December 2015.

  •  Ioana Banicescu, Florina M. Ciorba, Srishti Srivastava. Chapter 22: Performance Optimization of Scientic Applications using an Autonomic Computing Approach, in Scalable Computing: Theory and Practice (online), U. Khan, Lizhe Wang, and Albert Y. Zomaya, Ed. Wiley & IEEE Computer Society Press, pp. 437-466, January 2013.

Journals

  • S. Srivastava, I. Banicescu, Robust resource allocations through performance modeling with stochastic process algebra (online), in Concurrency and Computation: Practice and Experience, Christian Plessl, Guojing Cong, Joao M.P. Cardoso Ed., Wiley Interscience, 2017. 
  • N. Sukhija, B. Malone, S. Srivastava, I. Banicescu, and F. M. Ciorba, A Learning-based Selection for Portfolio Scheduling of Scientific Applications on Heterogeneous Computing Systems (online), in Journal of Parallel & Cloud Computing (PCC), Neal N Xiong Ed., Vol. 3 Issue. 4, pp. 66-81, American V-King Scientific Publishing, 2014, ISSN: 2304-9456.
  • R. Mehrotra, S. Srivastava, I. Banicescu, S. Abdelwahed, Towards an autonomic performance management approach for a cloud broker environment using a decomposition-coordination based methodology. Future Gener. Comput. Syst. 54, C (January 2016), 195-205. DOI=http://dx.doi.org/10.1016/j.future.2015.03.020 (online)
  • S. Srivastava, I. Banicescu, F. M. Ciorba, A Dynamic Load Balancing and Data Migration Library for Scientific Applications in Parallel and Distributed Computing Environments, in Performance Evaluation Journal, P. Nain Ed., Elsevier, (in preparation)
  • F. M. Ciorba, T. Hansen, S. Srivastava, I. Banicescu, A. A. Maciejewski, and H. J. Siegel, A dual-stage robustness approach for robust allocation and scheduling of parallel applications with uncertain execution times in heterogeneous computing systems with uncertain availability, in IEEE Transactions on Parallel and Distributed Processing, (in preparation).

Proceedings of refereed IEEE/ACM Conferences

  • Srivastava, S., Banicescu, I., Towards Robust Resource Allocations via Performance Modeling with Stochastic Process Algebra, CSE, 2015, 2015 IEEE 18th International Conference on Computational Science and Engineering (CSE), pp. 270-277, doi:10.1109/CSE.2015.50 (online)
  • Mehrotra Rajat, Srishti Srivastava, Ioana Banicescu, Sherif Abdelwahed. An Interaction Balance Based Approach for Autonomic Performance Management in Cloud Computing Environment (online). In the Lecture Notes in Computer Science (LNCS) series, Springer, Volume 8907, pp. 52-70, PODC, ARMS-CC 2014, Paris, France. July 2014. ISBN 978-3-319-13464-2.
  • Nitin Sukhija, Brandon Malone, Srishti Srivastava, Ioana Banicescu, Florina Ciorba. Portfolio-based Selection of Robust Dynamic Loop Scheduling Algorithms Using Machine Learning (online), in Proceedings of the 15th IEEE/ACM International Parallel and Distributed Processing Symposium (IPDPS-ParLearning) 2014, Phoenix, AZ, USA, On CD-ROM, IEEE Computer Society Press. pp. 1638-1647, ISBN 978-1- 4799-4116-2 (Best Paper Award)
  • T. Hansen, F. M. Ciorba, A. Maciejewski, H. J. Siegel, S. Srivastava, and I. Banicescu, Heuristics for Robust Allocation of Resources to Parallel Applications with Uncertain Execution Times in Heterogeneous Systems with Uncertain Availability, in Proceedings of the International Conference on Parallel and Distributed Computing (ICPDC14), in Proceedings of the World Conference on Engineering 2014 (WCE 2014), sponsor: International Association of Engineers, pp. 536-541, London, United Kingdom, July 2014. ISBN 9789881925275. (Best Paper Award)
  • Srivastava, S., Malone, B., Sukhija, N., Banicescu, I., Ciorba, F., Predicting the Flexibility of Dynamic Loop Scheduling Using an Artificial Neural Network (online), in Proceedings of the IEEE International Symposium on Parallel and Distributed Computing (ISPDC2013), Bucharest, Romania. On CD-ROM, IEEE Computer Society Press pp. 3-10, ISBN-13 9780769550183.
  • Nitin Sukhija, Ioana Banicescu, Srishti Srivastava, Florina Ciorba. Evaluating the Flexibility of Dynamic Loop Scheduling on Heterogeneous Systems in the Presence of Fluctuating Load using SimGrid (online), in Proceedings of the 14th IEEE/ACM International Parallel and Distributed Processing Symposium (IPDPS-PDSEC) 2013, Boston, USA, On CD-ROM, IEEE Computer Society Press, pp. 14291438, ISBN 9780769549798.
  • Srivastava, S.; Sukhija, N.; Banicescu, I.; Ciorba, F.M., Analyzing the Robustness of Dynamic Loop Scheduling for Heterogeneous Computing Systems (online), in Proceedings of the 11th IEEE International Symposium on Parallel and Distributed Computing (ISPDC 2012), Munich, Germany, June 25-29, 2012, pp. 156163, ISBN 9781467325998.
  • Ciorba Florina Monica, Timothy Hansen, Srishti Srivastava, Ioana Banicescu, Tony Maciejewski, H. J. Siegel. A Combined Dual-stage Framework for Robust Scheduling of Scientific Applications in Heterogeneous Environments with Uncertain Availability. In Proceedings of the 13th IEEE/ACM International Parallel and Distributed Processing Symposium (IPDPSW-HCW) 2012, Shanghai, China: On CD-ROM, IEEE Computer Society Press, pp. 193207, IEEE, ISBN 9781467309745.
  • Mehrotra Rajat, Ioana Banicescu, and Srishti Srivastava. A Utility Based Power-Aware Autonomic Approach for Running Scientific Applications. In Proceedings of the 13th IEEE/ACM International Parallel and Distributed Processing Symposium (IPDPSW-PDSEC) 2012, Shanghai, China. On CDROM, IEEE Computer Society Press pp.1457-1466, ISBN 978-1-4673-0974-5. (online)
  • Mahadevan Balasubramaniam, Nitin Sukhija, Ioana Banicescu, Florina Ciorba, Srishti Srivastava. Towards the Scalability of Dynamic Loop Scheduling Techniques via Discrete Event Simulation. In Proceedings of the 13th IEEE/ACM International Parallel and Distributed Processing Symposium (IPDPS-PDSEC) 2012, Shanghai, China, On CD-ROM, IEEE Computer Society Press, pp. 13431351, ISBN 9781467309745. (online)
  • Srivastava, S., Banicescu, I. Ciorba, F.M. Nagel, W.E.,Enhancing the Functionality of a GridSimBased Scheduler for Effective Use with Large-Scale Scientific Applications, in Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Computing (ISPDC 2011), IEEE Computer Society Press, pp.86-93, Cluj-Napoca, Romania, 6-8 July 2011, ISBN 9781457715365, (Best paper award) (online)
  • Srivastava, S., Banicescu, I., Ciorba, F.M., Investigating the robustness of adaptive Dynamic Loop Scheduling on heterogeneous computing systems, IEEE International Symposium on Parallel and Distributed Processing, Workshops and PhD Forum (IPDPSW), 2010, IEEE Computer Society Press, pp.1-8, Atlanta, GA, April 19-23, 2010, pp. 1-8, IEEE, ISBN 9781424465330. (online)
  • Srivastava, S., Ciorba, F., Banicescu, I., Employing a Study of the Deterministic Robustness Metrics to Assess the Reliability of Dynamic Loop Scheduling, in Proceedings of the Student Research Symposium (SRS) of the 17th IEEE High Performance Computing Conference (HiPC 2010), Goa, India, December 19-22, 2010, 5 pages, IEEE, ISBN 9781424485185.

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