Panda Project Publications

2006

R. R. Sinha, S. Mitra, and M. Winslett Bitmap Indexes for Large Scientific Data Sets: A Case Study.. In Proccedins of the 20th IEEE International Parallel & Distributed Processing Symposium, 2006.

2005

R. R. Sinha, S. Mitra, and M. Winslett Maitri: Format Independent Data Management System for Scientific Data. In Proccedins of the 3rd International Workshop on Storage Network Architecture and Parallel I/Os, 2005.

S. Mitra, R. R. Sinha, and M. Winslett, X. Jiao An Efficient, Non Intrusive, Log Based I/O Mechanism for Scientific Simulations on Clusters.. In Proceedings of the 21st International Conference on Cluster Computing, 2005.

2004

J. Lee, M. Winslett, and X. Ma. Declustering Large Multidimensional Data Sets for Range Queries over Heterogeneous Disks. Submitted for journal publication, 2004.

J. Lee, X. Ma, R. Ross, R. Thakur, and M. Winslett. RFS: Efficient and Flexible Remote File Access for MPI-IO. In Proceedings of the 20th International Conference on Cluster Computing, 2004.

X. Ma, J.Lee, and M. Winslett. High-level Buffering for Hiding Periodic Output Cost in Scientific Simulations. Submitted for journal publication, 2004.

X. Ma, M. Winslett, J. Norris, J. Jiao, and R. Fiedler. GODIVA: Lightweight Data Management for Scientific Visualization. In Proceedings of the 20th International Conference on Data Engineering, 2004.

2003

Xiaosong Ma. Hiding Periodic I/O Costs in Parallel Applications. PhD thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, 2003.
Jonghyun Lee. Supporting I/O for Remote Visualization of High-Performance Scientific Simulations. PhD thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, 2003.
J. Lee, M. Winslett, X. Ma and S. Yu. Declustering Large Multidimensional Data Sets for Range Queries over Heterogeneous Disks. Proceedings of the 15th International Conference on Scientific and Statistical Database Management, July 2003.
X. Ma, J. Jiao, M. Campbell, and M. Winslett. Flexible and Efficient Parallel I/O for Large-Scale Multi-component Simulations. Proceedings of The 4th Workshop on Parallel and Distributed Scientific and Engineering Computing with Applications, in conjunction with the 2003 International Parallel and Distributed Processing Symposium, April 2003.
X. Ma, M. Winslett, J. Lee, and S. Yu. Improving MPI-IO Output Performance with Active Buffering Plus Threads. Proceedings of the 2003 International Parallel and Distributed Processing Symposium, April 2003.

2002

J. Lee, X. Ma, M. Winslett, and S. Yu. Active Buffering Plus Compressed Migration: An Integrated Solution to Parallel Simulations' Data Transport Needs. Proceedings of the 16th ACM International Conference on Supercomputiong , June 2002.
S. Yu, M. Winslett, J. Lee, and X. Ma. Automatic and Portable Performance Modeling for Parallel I/O: A Machine-Learning Approach. In Proceedings of the 4th ACM SIGMETRICS Workshop on Mathematical Performance Modeling and Analysis, June 2002. (An extended version will appear in a special issue of SIGMETRICS Performance Evaluation Review)
J. Lee, M. Winslett, X. Ma, and S. Yu. Enhancing Data Migration Performance via Parallel Data Compression. In Proceedings of the 2002 International Parallel and Distributed Processing Symposium, April 2002.
X. Ma, M. Winslett, J. Lee, and S. Yu. Faster Collective Output through Active Buffering. In Proceedings of the 2002 International Parallel and Distributed Processing Symposium, April 2002.

2001

J. Lee, M. Winslett, X. Ma, and S. Yu. Tuning High-Performance Scientific Codes: The Use of Performance Models to Control Resource Usage During Data Migration and I/O. In Proceedings of the 15th ACM International Conference on Supercomputing, June 2001.
P. Brezany, P. Czerwinski, and M. Winslett. A Generic Interface for Parallel Access to Large Data Sets from HPF Applications. Future Generation Computing Systems, volume 17, number 8, June 2001, pp. 977-985.

2000

Y. Chen and M. Winslett. Automated Tuning of Parallel I/O systems: An Approach to Portable I/O Performance for Scientific Applications. IEEE Transactions on Software Engineering, Volume 26, Number 4, April 2000.
P. Brezany and M. Winslett. Parallel Access to Persistent Multidimensional Arrays from HPF Applications Using Panda. Proceedings of the Eighth International Conference on High Performance Com puting and Networking, Amsterdam, April 2000.
Seung-Won Hwang. Optimization of Sequential Overwrite Requests on the IBM SP. MS thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, 2000.

1999

Jonghyun Lee. Web-based Data Migration for High-performance Scientific Codes. MS thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, 1999.
S. Kuo, M. Winslett, and Y. Cho. GDM_Diagonal: New Declustering Methods for Parallel Range Queries. Proceedings of the International Database Engineering and Applications Symposium, August 1999.
Szu-Wen Kuo. Efficient Data Organization and Load Balancing on Parallel Disks. PhD thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, 1999.
Yong Cho. Efficient resource utilization for parallel I/O in cluster environments. PhD thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, 1999.
Y. Cho, M. Winslett, S. Kuo, J. Lee, and Y. Chen. Parallel I/O for scientific applications on heterogeneous clusters: A resource-utilization approach. Proceedings of the 13th ACM International Conference on Supercomputing, June 1999.
S. Kuo, M. Winslett, Y. Cho, J. Lee, and Y. Chen. Efficient Input and Output for Scientific Simulations. Proceedings of the Sixth Workshop on Input/Output in Parallel and Distributed Systems, May 1999.
P. Brezany and M. Winslett. Advanced Data Repository Support for Java Scientific Programming. Proceedings of the International Conference on High Performance Computing and Networking, 1999.

1998

Y. Cho, M. Winslett, S. Kuo, Y. Chen, J. Lee, and K. Motukuri. Parallel I/O on Networks of Workstations: Performance Improvement by Careful Placement of I/O Servers. In Proceedings of the HiPer'98, High Performance Computing on Hewlett-Packard Systems (Annual conference of the HP2EUG), pages 104-111, Zurich, Switzerland, October 1998.
Y. Cho, M. Winslett, J. Lee, Y. Chen, S. Kuo, and K. Motukuri. Collective I/O on a SGI CRAY Origin 2000: Strategy and performance. In Proceedings of the 1998 International Conference on Parallel and Distributed Processing Technique and Applications, pages 485-492, Las Vegas, Nevada, July 1998.
Y. Chen, M. Winslett, Y. Cho, and S. Kuo. Automatic parallel I/O performance optimization using genetic algorithms. In Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing, pages 155-162, Chicago, Illinois, July 1998.
Y. Cho, M. Winslett, Y. Chen, and S. Kuo. Parallel I/O Performance of Fine Grained Data Distributions. In Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing, pages 163-170, Chicago, Illinois, July 1998.
Y. Chen, M. Winslett, Y. Cho, and S. Kuo. Automatic parallel I/O performance optimization in Panda. In Proceedings of the 10th Annual ACM Symposium on Parallel Algorithms and Architectures, pages 108-118, Puerto Vallarta, Mexico, June 1998. ACM Press.
S. Kuo, M. Winslett, Y. Chen, and Y. Cho. Efficient I/O of Grid Hierarchies for AMR Computations on Parallel Disks. In Proceedings of the 10th International Working Conference on Scientific and Statistical Database Management, pages 12-21, Capri, Italy, June 1998.
Y. Chen and M. Winslett. Speeding up automatic parallel I/O performance optimization in Panda. In Proceedings of the 12th International Symposium on High Performance Computing Systems, Edmonton, Alberta, Canada, May 1998.
Ying Chen. Automatic Parallel I/O Performance Optimization in Panda. PhD thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, February 1998.
George Velamparampil. Data management techniques to handle large data arrays in hdf. Master's thesis, Dept. of Computer Science, University of Illinois, 1998.

1997

Y. Cho, M. Winslett, M. Subramaniam, Y. Chen, S. Kuo, and K.E. Seamons. Exploiting local data in parallel array I/O on a practical network of workstations. In Proceedings of the Fifth Workshop on Input/Output in Parallel and Distributed Systems, pages 1-13, San Jose, CA, November 1997. ACM Press.
S. Kuo, M. Winslett, Y. Chen, Y. Cho, M. Subramaniam, and K.E. Seamons. Parallel input/output with heterogeneous disks. In Proceedings of the 9th International Working Conference on Scientific and Statistical Database Management, pages 79-90, Olympia, Washington, August 1997.
Y. Chen, I. Foster, J. Nieplocha, and M. Winslett. Optimizing collective I/O performance on parallel computers: A multisystem study. In Proceedings of 11th ACM International Conference on Supercomputing, Vienna, July 1997. ACM Press.
S. Kuo, M. Winslett, Y. Chen, Y. Cho, M. Subramaniam, and K. Seamons. Application experience with Panda. In Proceedings of the 8th SIAM Conference on Parallel Processing for Scientific Computing, Minneapolis, MN, March 1997.

1996

Y. Chen, M. Winslett, S. Kuo, Y. Cho, M. Subramaniam, and K.E. Seamons. Performance modeling for the Panda array I/O library. In Proceedings of Supercomputing '96. ACM Press and IEEE Computer Society Press, November 1996.
M. Winslett, K.E. Seamons, Y. Chen, Y. Cho, S. Kuo, and M. Subramaniam. The Panda library for parallel I/O of large multidimensional arrays. In Proceedings of Scalable Parallel Libraries Conference III, Mississippi State University, October 1996.
K.E. Seamons, Y. Chen, Y. Cho, S. Kuo, and M. Subramaniam. Persistent array access using server-directed I/O. In Proceedings of the 8th International Working Conference on Scientific and Statistical Database Management, Stockholm, Sweden, June 1996. IEEE Computer Society Press.
Mahesh Subramaniam. Efficient implementation of server-directed I/O. Master's thesis, Dept. of Computer Science, University of Illinois, June 1996.
Y. Chen, M. Winslett, K.E. Seamons, S. Kuo, Y. Cho, and M. Subramaniam. Scalable message passing in Panda. In Proceedings of the Fourth Workshop on Input/Output in Parallel and Distributed Systems, pages 109-121, Philadelphia, May 1996. ACM Press.
Kent E. Seamons. Panda: Fast Access to Persistent Arrays Using High Level Interfaces and Server Directed Input/Output. PhD thesis, Dept. of Computer Science, University of Illinois at Urbana-Champaign, May 1996.
Kent E. Seamons and Marianne Winslett. Multidimensional array I/O in Panda 1.0. Journal of Supercomputing, 10(2):191-211, 1996.

1995

K.E. Seamons, Y. Chen, P. Jones, J. Jozwiak, and M. Winslett. Server-directed collective I/O in Panda. In Proceedings of Supercomputing '95, San Diego, CA, December 1995. IEEE Computer Society Press.
K.E. Seamons, Y. Chen, M. Winslett, Y. Cho, S. Kuo, P. Jones, J. Jozwiak, and M. Subramanian. Fast and easy I/O for arrays in large-scale applications. In Workshop on Modeling and Specification of I/O, October 1995.
K.E. Seamons and M. Winslett. A data management approach for handling large compressed arrays in high performance computing. In Proceedings of the Fifth Symposium on the Frontiers of Massively Parallel Computation, pages 119-128, February 1995.

1994
K.E. Seamons and M. Winslett. An efficient abstract interface for multidimensional array I/O. In Proceedings of Supercomputing '94, pages 650-659, Washington, DC, November 1994. IEEE Computer Society Press.
K.E. Seamons and M. Winslett. Physical schemas for large multidimensional arrays in scientific computing applications. In Proceedings of the 7th International Working Conference on Scientific and Statistical Database Management, pages 218-227, September 1994.

DAIS - Database and Information Systems Laboratory, Department of Computer Science, University of Illinois at Urbana-Champaign, 201 N. Goodwin Ave., Urbana, IL 61801, USA. Fax: 217-265-6494, Phone: 217-244-6241.