Beth Plale, Ph.D.

Publications

Also see individual projects for selected publications

Refereed Conference and Workshop Publications

Yiming Sun, Suresh Marru, and Beth Plale, Experience with Bursty Workflow-driven Workloads in LEAD Science Gateway to appear 3rd Annual Teragrid 2008, Las Vegas, NV, June 2008.
Scott Jensen and Beth Plale, Using Characteristics of Computational Science Schemas for Workflow Metadata Management, to appear IEEE 2008 Second International Workshop on Scientific Workflows (SWF'08), July 2008.
Nithya Vijayakumar and Beth Plale, Tracking stream provenance in complex event processing systems for workflow-driven computing. Second Int'l Workshop on Event-driven Architecture, Processing, and Systems (EDA-PS'07), in conjunction with VLDB'07. Vienna, Austria, September 2007
Nithya Vijayakumar and Beth Plale, Prediction of Missing Events in Sensor Data Streams Using Kalman Filters, 1st Int'l Workshop on Knowledge Discovery from Sensor Data, in conjunction with ACM 13th Int'l Conference on Knowledge Discovery and Data Mining, San Jose, California, August 2007.
Lavanya Ramakrishnan, Yogesh Simmhan, and Beth Plale, Realization of Dynamically Adaptive Weather Analysis and Forecasting in LEAD: Four Years Down the Road, Dynamic Data-Driven Application Systems Workshop, at International Conference on Computational Science (ICCS), Beijing, China, May 27-30, 2007.
Yiming Sun, Scott Jensen, Sangmi Lee Pallickara, and Beth Plale, Personal Workspace for Large-scale Data-driven Computational Experimentation, 7th IEEE/ACM International Conference on Grid Computing (Grid'06), Barcelona, September 2006. (18% acceptance)
S.C. Simms, M. Davy, B. Hammond, M. Link, C. Stewart, R. Bramley, B. Plale, D. Gannon, M-H. Baik, S. Teige, J. Huffman, R. McMullen, D. Balog and G. Pike, All in a day's work: advancing data-intensive research with the data capacitor, SC '06: Proceedings of the 2006 ACM/IEEE conference on Supercomputing, ACM Press, New York, NY. Tampa, Florida, 2006, pp. 244. http://doi.acm.org/10.1145/1188455.1188711
Ying Liu, Nithya N. Vijayakumar, and Beth Plale, Stream Processing in Data-driven Computational Science 7th IEEE/ACM International Conference on Grid Computing (Grid'06), Barcelona, September 2006. (18% acceptance)
Yogesh Simmhan, Beth Plale, and Dennis Gannon, A Framework for Collecting Provenance in Data-Centric Scientific Workflows, IEEE Conference on Web Services (ICWS'06) , September 2006. (18% acceptance)
Ying Liu and Beth Plale, Multi-model Based Optimization for Stream Query Processing KSI Eighteenth International Conference on Software Engineering and Knowledge Engineering (SEKE'06), San Francisco, July 2006.
Ying Liu and Beth Plale, Query Optimization for Distributed Data Streams, ISCA 15th International Conference on Software Engineering and Data Engineering (SEDE'06), Los Angeles, July 2006.
Sangmi Lee Pallickara and Beth Plale, Enabling End-to-End Trustworthiness in Data-Oriented Scientific Computing, Workshop on Web Services-based Grid Applications (WGSA'06) in association with International Conference on Parallel Processing (ICPP-06), August 2006.
Scott Jensen, Beth Plale, Sangmi Lee Pallickara and Yiming Sun, A Hybrid XML-Relational Grid Metadata Catalog, Workshop on Web Services-based Grid Applications (WGSA'06) in association with International Conference on Parallel Processing (ICPP-06), August 2006.
Nithya N. Vijayakumar, Beth Plale, Rahul Ramachandran, and Xiang Li, Dynamic Filtering and Mining Triggers in Mesoscale Meteorology Forecasting IEEE International Geoscience and Remote Sensing Symposium (IGARSS'06), Denver, CO, August 2006.
Yogesh Simmhan, Beth Plale, Dennis Gannon, A Performance Evaluation of the Karma Provenance Framework for Scientific Workflows, International Provenance and Annotation Workshop (IPAW'06), Lecture Notes in Computer Science 4145, L. Moreau and I Foster (Eds), Springer-Verlag, Berlin Heidelberg pp. 222-236, 2006.
Nithya Vijayakumar and Beth Plale, Towards Low Overhead Provenance Tracking in Near Real-Time Stream Filtering, International Provenance and Annotation Workshop (IPAW'06), Lecture Notes in Computer Science 4145, L. Moreau and I Foster (Eds), Springer-Verlag, Berlin Heidelberg pp. 46-54, 2006.
Yogesh Simmhan, Beth Plale, Dennis Gannon, Towards a Quality Model for Effective Data Selection in Collaboratories, IEEE Workshop on Workflow and Data Flow for Scientific Applications (SciFlow06), held in conjunction with ICDE, Atlanta, GA, April 2006.
Nithya Vijayakumar, Ying Liu, and Beth Plale, Short Paper: Calder Query Grid Service: Insights and Experimental Evaluaton, IEEE Cluster Computing and Grid (CCGrid), May 2006.
Sangmi Lee Pallickara, Beth Plale, Liang Fang, and Dennis Gannon, Short Paper: Trust Cell: Towards the End-to-End Trust in Data-Oriented Scientific Computing, IEEE Cluster Computing and Grid (CCGrid), May 2006.
D. Gannon, B. Plale, M. Christie, L. Fang, Y. Huang, S. Jensen, G. Kandaswamy, S. Marru, S.L. Pallickara, S. Shirasuna, Y. Simmhan, A. Slominski, and Y. Sun, "Service-oriented Architectures for Science Gateways on Grid Systems", International Conference on Service-Oriented Computing (ICSOC), Lecture Notes in Computer Science 3826, B. Benatallah, F. Casati, and P. Traverso (Eds.), Springer-Verlag, Berlin Heidelberg, pp. 21-32, 2005.
Beth Plale, Rahul Ramachandran, and Steve Tanner, Data Management Support for Adaptive Analysis and Prediction of the Atmosphere in LEAD, 22nd Conference on Interactive Information Processing Systems for Meteorology, Oceanography, and Hydrology (IIPS), January 2006. (non peer reviewed)
Nithya Vijayakumar, Ying Liu, and Beth Plale Poster: Calder: Enabling Grid Access to Data Streams IEEE High Performance Distributed Computing (HPDC), abstract Raleigh North Carolina, July 2005.
Ying Liu, Beth Plale, and Nithya Vijayakumar Poster: Distributed Query Planner in Calder System IEEE High Performance Distributed Computing (HPDC), abstract Raleigh, North Carolina, July 2005.
Sangmi Lee, Beth Plale, Scott Jensen, and Yiming Sun, Structure, sharing, and preservation of scientific experiment data, IEEE 3rd International Workshop on Challenges of Large Applications in Distributed Environments (CLADE), July 2005.
Sangmi Lee, Beth Plale, Scott Jensen, Yiming Sun, Short Paper: Monitoring Access to Stateful Resources in Grid Environments, IEEE International Conference on Services Computing, Orlando, Florida, July 2005.
Beth Plale, Dennis Gannon, Dan Reed, Sara Graves, Kelvin Droegemeier, Bob Wilhelmson, Mohan Ramamurthy, Towards Dynamically Adaptive Weather Analysis and Forecasting in LEAD, ICCS workshop on Dynamic Data Driven Applications, Atlanta, Georgia, May 2005. Lecture Notes in Computer Science, Part II, LNCS 3515, Springer Verlag, pp. 624-631, 2005 (invited).
Beth Plale and Nithya Vijayakumar Evaluation of Rate-based Adaptivity in Joining Asynchronous Data Streams, ACM/IEEE 19th International Parallel and Distributed Processing Symposium (IPDPS), Denver Colorado, April 2005.
Kelvin K. Droegemeier, V. Chandrasekar, Richard Clark, Dennis Gannon, Sara Graves, Everette Joseph, Mohan Ramamurthy, Robert Wilhelmson, Keith Brewster, Ben Domenico, Theresa Leyton, Vernon Morris, Donald Murray, Beth Plale, Rahul Ramachandran, Daniel Reed, John Rushing, Daniel Weber, Anne Wilson, Ming Xue, Sepideh Yalda, Linked environments for atmospheric discovery (LEAD): Architecture, Technology Roadmap and Deployment Strategy, 21st Conference on Interactive Information Processing Systems for Meteorology, Oceanography, and Hydrology, January 2005 (non peer reviewed.)
See below for refereed conference and workshop papers published prior to 2005.

Journal Publications and Book Chapters

Nithya Vijayakumar and Beth Plale, Missing Event Prediction in Sensor Data Streams Using Kalman Filters, book chapter in Knowledge Discovery from Sensor Data, Taylor and Francis/CRC Press. To appear
Xiang Li, Beth Plale, Nithya Vijayakumar, Rahul Ramachandran, Sara Graves, and Helen Conover, Real-time Storm Detection and Weather Forecast Activation through Data Mining and Events Processing accepted for publication, Earth Science Informatics, H.A. Babaie, Ed., Springer
Yogesh Simmhan, Beth Plale, and Dennis Gannon, Karma2: Provenance Management for Data Driven Workflows, To appear International Journal of Web Services Research, IGI Publishing, Vol 5, No 2, 2008.
Yogesh L. Simmhan, Sangmi Lee Pallickara, Nithya N. Vijayakumar, and Beth Plale, Data Management in Dynamic Environment-driven Computational Science in IFIP International Federation for Information Processing, Volume 239, Grid-Based Problem Solving Environments, P.W. Gaffney and J.C.T. Pool, Eds, Springer Boston, pp. 317-333, 2007.
Dennis Gannon, Beth Plale, Marcus Christie, Yi Huang, Scott Jensen, Ning Liu, Suresh Marru, Sangmi Lee Pallickara, Srinath Perera, Satoshi Shirasuna, Yogesh Simmhan, Aleksander Slominski, Yiming Sun, Nithya Vijayakumar, Building Grid Portals for e-Science: A Service Oriented Architecture To appear High Performance Computing and Grids in Action, IOS Press - Amsterdam, Lucio Grandinetti editor, 2007
Yogesh L. Simmhan, Beth Plale, Dennis Gannon, Query Capabilities of the Karma Provenance Framework, to appear Concurrency and Computation: Practice and Experience, 2007.
Dennis Gannon, Beth Plale, Suresh Marru, Gopi Kandaswamy, Yogesh Simmhan, Satoshi Shirasuna Dynamic, Adaptive Workflows for Mesoscale Meteorology, Workflows for e-Science: Scientific Workflows for Grids Taylor, I.J.; Deelman, E.; Gannon, D.B.; Shields, M. (Eds.) Springer, Jan. 2007, pp. 129-145.
Plale, B., D. Gannon, J. Brotzge, K. Droegemeier, J. Kurose, D. McLaughlin, R. Wilhelmson, S. Graves, M. Ramamurthy, R.D. Clark, S. Yalda, D.A. Reed, E. Joseph, V. Chandrasekar, CASA and LEAD: Adaptive Cyberinfrastructure for Real-Time Multiscale Weather Forecasting, Computer special issue on System-Level Science, IEEE Computer Science Press, Vol. 39, No. 11, pp. 56-63. http://doi.ieeecomputersociety.org/10.1109/MC.2006.375, Nov 2006.
Yogesh L. Simmhan, Beth Plale, and Dennis Gannon, A survey of data provenance in e-Science, ACM SIGMOD Record, Vol. 34, No. 3, September 2005.
K. Droegemeier, K. Brewster, M. Xue, D. Weber, D. Gannon, B. Plale, D. Reed, L. Ramakrishnan, J. Alameda, R. Wilhelmson, T. Baltzer, B. Domenico, D. Murray, A. Wlson, R. Clark, S. Yalda, S. Graves, R. Ramachandran, J. Rushing, E. Joseph, "Service-oriented environments for dynamically interacting with mesoscale weather", Computing in Science and Engineering, IEEE Computer Society Press and American Institute of Physics, Vol. 7, No. 6, pp. 12-29, 2005.
Beth Plale, Dennis Gannon, Yi Huang, Gopi Kandaswamy, Sangmi Pallickara, and Aleksander Slominski, "Cooperating Services for Managing Data Driven Computational Experimentation", Computing in Science and Engineering, IEEE Computer Society Press and American Institute of Physics, Vol. 7, No. 5, pp. 34-43, 2005. http://doi.ieeecomputersociety.org/10.1109/MCSE.2005.91
Beth Plale, Dennis Gannon, Jay Alameda, Bob Wilhelmson, Shawn Hampton, Al Rossi, and Kelvin Droegemeier Active Management of Scientific Data IEEE Internet Computing special issue on Internet Access to Scientific Data, Vol. 9, No. 1, Jan/Feb 2005, pp. 27-34.
D. Gannon, J. Alameda, O. Chipara, M. Christie, V. Dukle, L. Fang, M. Farellee, G. Fox, S. Hampton, G. Kandaswamy, D. Kodeboyina, C. Moad, M. Pierce, B. Plale, A. Rossi, Y. Simmhan, A. Sarangi, A. Slominski, S. Shirasauna, T. Thomas, Building Grid Portal Applications from a Web-Service Component Architecture, Proceedings of the IEEE, Vol. 93, No. 3, March 2005, pp. 551-563.
Beth Plale, Framework for Bringing Data Streams to the Grid, Scientific Programming, IOS Press, Amsterdam, Vol. 12, No. 4, 2004.
Beth Plale and Karsten Schwan, Dynamic Querying of Streaming Data with the dQUOB System, IEEE Transactions on Parallel and Distributed Systems, Vol. 14, No. 4, April 2003.
Beth Plale, Volker Elling, Greg Eisenhauer, Karsten Schwan, Davis King, and Vernard Martin, Realizing Distributed Computational Laboratories, Int'l Journal of Parallel and Distributed Systems and Networks, IASTED Press, Vol. 2, No. 3, 1999. Preprint
Beth Plale, Greg Eisenhauer, Karsten Schwan, Jeremy Heiner, Vernard Martin, and Jeffrey Vetter, From Interactive Applications to Distributed Laboratories, IEEE Concurrency, Vol. 6, No. 2, 1998.
Greg Eisenhauer, Beth Plale, Karsten Schwan, DataExchange: High Performance Communications in Distributed Laboratories, Journal of Parallel Computing, Elsevier, Vol. 24, 1713-1733, 1998. Preprint
Beth Plale-Schroeder, On-line Monitoring: A Tutorial, Computer, Vol. 28, No. 6, June, 1995.

Refereed Conference and Workshop Papers prior to 2005

Aparna Venkatraman, Vinay Pandey, Beth Plale, and Shing-Shong Shei. Benchmarking Effort of Virtual Machines on Multicore Machines, Indiana University Computer Science Technical Report TR-654, 2007. http://www.cs.indiana.edu/Research/techreports/
Xin Xiang and Beth Plale, Performance Evaluation of MySQL 5.0 and Berkeley DB XML as a Grid Resource Information Manager (GRIM) with a Benchmark/Workload, Indiana University Computer Science Technical Report TR-645, 2007. http://www.cs.indiana.edu/Research/techreports/

Refereed Conference and Workshop Papers prior to 2005

Beth Plale, Craig Jacobs, Scott Jensen, Ying Liu, Charlie Moad, Rupali Parab, and Prajakta Vaidya, Understanding Grid Resource Information Management through a Synthetic Database Benchmark/Workload 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid2004), April 2004. preprint
Kelvin K. Droegemeier, V. Chandrasekar, Richard Clark, Dennis Gannon, Sara Graves, Everette Joseph, Mohan Ramamurthy, Robert Wilhelmson, Keith Brewster, Ben Domenico, Theresa Leyton, Vernon Morris, Donald Murray, Beth Plale, Rahul Ramachandran, Daniel Reed, John Rushing, Daniel Weber, Anne Wilson, Ming Xue, Sepideh Yalda, Linked environments for atmospheric discovery (LEAD): A cyberinfrastructure for mesoscale meteorology research and education, 20th Conf. on Interactive Information Processing Systems for Meteorology, Oceanography, and Hydrology, Seattle, WA, January 2004 (non peer reviewed).
Beth Plale, Using Global Snapshots to Access Data Streams on the Grid 2nd EUROPEAN ACROSS GRIDS CONFERENCE (AxGrids 2004), Lecture Notes in Computer Science Series Springer Verlag, Vol. 3165, 2004.
Deepti Kodeboyina and Beth Plale Experiences with OGSA-DAI: Portlet Access and Benchmark Global Grid Forum Workshop on Designing and Building Grid Services, Chicago, Illinois, September 2003.
Beth Plale, George Turner, and Akshay Sharma, Real Time Response to Streaming Data on Linux Clusters, LCI Linux Clusters: the HPC Revolution, October, 2002.
Beth Plale, Leveraging Run Time Knowledge about Event Rates to Improve Memory Utilization in Wide Area Data Stream Filtering IEEE High Performance Distributed Computing (HPDC02), pp. 171-178, August 2002.
Beth Plale, Peter Dinda, and Gregor von Laszewski, Key Concepts and Services of a Grid Information Service, ICSA 15th International Parallel and Distributed Computing Systems, September 2002.
Beth Plale, Patrick Widener, and Karsten Schwan, Taking the Step From Meta-information to Communication Middleware in Computational Data Streams, IEEE Heterogeneous Computing Workshop, April 2001.
Beth Plale and Karsten Schwan, Optimizations Enabled by a Relational Data Model View to Querying Data Streams, IEEE International Parallel and Distributed Processing Symposium (IPDPS), April 2001.
Beth Plale and Karsten Schwan, dQUOB: Managing Large Data Flows by Dynamic Embedded Queries, IEEE High Performance Distributed Computing (HPDC), August 2000. Extended version available as technical report GIT-TR-00-07.
Beth Plale, Greg Eisenhauer, Lynn K. Daley, Patrick Widener, and Karsten Schwan, Fast Heterogeneous Binary Data Interchange for Event-based Monitoring, ISCA International Conference on Parallel and Distributed Computing Systems (PDCS), August 2000. Preprint
Van Oleson, Karsten Schwan, Greg Eisenhauer, Beth Plale, Calton Pu and Dick Amin, Operational Information Systems - An Example from the Airline Industry, ACM First Workshop on Industrial Experiences with Systems Software (WIESS), August 2000 Preprint
Beth Plale and Karsten Schwan, Run-time Detection in Parallel and Distributed Systems: Application to Safety-Critical Systems, 19th IEEE Int'l Distributed Computing Systems (ICDCS), June 1999.
Beth Plale-Schroeder, Sudhir Aggarwal, and Karsten Schwan, Software Approach to Hazard Detection Using On-line Analysis of Safety Constraints, 16th IEEE Sympsium on Reliable Distributed Systems (SRDS), October, 1997.
Greg Eisenhauer, Beth Plale-Schroeder, Karsten Schwan, Vernard Martin, and Jeffrey Vetter, DataExchange: High Performance Communications in Distributed Laboratories, IASTED International Conference on Parallel and Distributed Computing and Systems(PDCS), October, 1997. Preprint
Greg Eisenhauer, Beth Schroeder (Plale) and Karsten Schwan, From Interactive High Performance Programs to Distributed Laboratories: A Research Agenda IEEE SPDP'96 Workshop on Program Visualization and Instrumentation, October 1996 Preprint

Other Publications

Nithya Vijayakumar and Beth Plale RS-Algo: an Algorithm for Improved Memory Utilization in Continuous Query System under Asynchronous Data Streams Indiana University Computer Science Technical Report TR-601, October 2004.
Beth Plale, Craig Jacobs, Ying Liu, Charlie Moad, Rupali Parab, Prajakta Vaidya, and Nithya Vijaykumar ``Poster: Understanding Grid Resource Information Management through a Synthetic Database Benchmark/Workload'', International Conference on High Performance Computing (HiPC), Hyderabad, India, December 2003.
Charlie Moad and Beth Plale, Portal Access to Parallel Visualization of Scientific Data on the Grid, Indiana University Computer Science Technical Report TR-593, February 2004.
D. Gannon, G. Fox, M. Pierce, B. Plale, G. von Laszewski, C. Severance, J. Hardin, J. Alameda, M. Thomas, J. Boisseau, Grid Portals: A Scientist's Access Point for Grid Services, GGF Community Practice document, working draft 1, September 2003
Beth Plale, Craig Jacobs, Ying Liu, Charlie Moad, Rupali Parab, and Prajakta Vaidya, Benchmark Details of Synthetic Database Benchmark/Workload for Grid Resource Information Indiana University Computer Science Technical Report TR-583, August 2003.
Peter Dinda and Beth Plale, Poster Paper: A Unified Relational Approach to Grid Information Services, 23rd International Conference on Distributed Computing Systems May 2003.
Prajakta Vaidya and Beth Plale Benchmark Evaluation of Xindice as a Grid Information Server Indiana University Computer Science Technical Report TR-585, May 2003.
Ying Liu and Beth Plale, Survey of Publish-Subscribe Event Systems Indiana University Computer Science Technical Report TR-574, May 2003.
Beth Plale, Performance Impact of Streaming Doppler Radar Data on a Geospatial Visualization System, Technical Report GIT-TR-01-07, College of Computing, Georgia Institute of Technology, 2001.
Beth Plale and Karsten Schwan, Poster Paper: Multi-level steering in distributed laboratories, Proceedings of the SIGMETRICS Symposium on Parallel and Distributed Tools, August 1998.
Beth Plale, Software Approach to Hazard Detection Using On-line Analysis of Safety Constraints, Ph.D. Thesis, State University of New York at Binghamton, 1998.
Beth Plale-Schroeder and Karsten Schwan, Language Issues in Hazard Detection Using Queries, Technical Report GIT-CC-97-36, College of Computing, Georgia Institute of Technology, 1997.
Beth Plale-Schroeder, Greg Eisenhauer, Karsten Schwan, Jeremy Heiner, Vernard Martin, Song Zou, Jeffrey Vetter, Ray Wang, Fred Alyea, Bill Ribarsky, and Mary Trauner, Framework for Collaborative Steering of Scientific Applications, NASA Science Information Systems Newsletter, Vol. IV, No. 40, 1997.

Last modified: October 31, 2006