Publications

Journal Articles

PARSIMONY: An Infrastructure for Parallel Multidimensional Analysis and Data Mining,
Sanjay Goil and Alok Choudhary,
Journal of Parallel and Distributed Computing, To appear
High Performance OLAP and Data Mining on Parallel Computers,
Sanjay Goil and Alok Choudhary,
Journal of Data Mining and Knowledge Discovery, Vol 1 No.4, 391-417, 1997.
Parallel Construction of Multidimensional Binary Search Trees,
Ibraheem Al-furaih, Srinivas Aluru, Sanjay Goil and Sanjay Ranka,
IEEE Transactions on Parallel and Distributed Systems, To appear.
Practical Algorithms for Selection on Coarse-Grained Parallel Computers,
Ibraheem Al-furaih, Srinivas Aluru, Sanjay Goil and Sanjay Ranka,
IEEE Transactions on Parallel and Distributed Systems 8 (8) (1997), 813-824.

Refereed Conferences

MAFIA: Efficient and Scalable Subspace Clustering for Very Large Data Sets,
Sanjay Goil, Harsha and Alok Choudhary,
A Parallel Scalable Infrastructure for OLAP and Data Mining ,
Sanjay Goil and Alok Choudhary,
Proc. International Data Engineering and Applications Symposium (IDEAS'99), Montreal, August 1999.
An Infrastructure for Scalable Parallel Multidimensional Analysis ,
Sanjay Goil and Alok Choudhary,
Proc. 11th International Conference on Scientific and Statistical Databases (SSDBM'99), Cleveland, July 1999.
Design and Implementation of a Scalable Parallel System for Multidimensional Analysis,
Sanjay Goil and Alok Choudhary,
Proc. 13th International Parallel Processing Symposium & 10th Symposium on Parallel and Distributed Processing(IPPS/SPDP'99), San Juan, April 1999.
High Performance Multidimensional Analysis and Data Mining,
Sanjay Goil and Alok Choudhary,
Proc. SC98: High Performance Networking and Computing Conference (SC'98), Orlando, November 1998
( Best Student Paper Finalist ).
On Scalable Parallel Computation of the Multidimensional Data Cube,
Sanjay Goil and Alok Choudhary
Proc. International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'98), Las Vegas, July 1998.
High Performance Data Mining Using Data Cubes on Parallel Computers,
Sanjay Goil and Alok Choudhary
Proc. 12th International Parallel Processing Symposium & 9th Symposium on Parallel and Distributed Processing(IPPS/SPDP'98), Orlando, March 1998.
Parallel Data Cube Construction for High Performance On-Line Analytical Processing,
Sanjay Goil and Alok Choudhary,
Proc. 4th International Conference on High Performace Computing (HiPC'97), Bangalore, December 1997.
Concatenated Parallelism: A Technique for Efficient Parallel Divide and Conquer,
Sanjay Goil, Srinivas Aluru and Sanjay Ranka,
Proc. IEEE Symposium on Parallel and Distributed Processing (SPDP'96), 488-495, New Orleans, October 1996.
Parallel Construction of Multidimensional Binary Search Trees,
Ibraheem Al-furaih, Srinivas Aluru, Sanjay Goil and Sanjay Ranka,
Proc. 10th International Conference on Supercomputing (ICS'96), 205-212, Philadelphia, May 1996.
Practical Algorithms for Selection on Coarse-Grained Parallel Computers,
Ibraheem Al-furaih, Srinivas Aluru, Sanjay Goil and Sanjay Ranka,
Proc. 10th International Parallel Processing Symposium (IPPS'96), 309-313, Honolulu, April 1996.
Dynamic loadbalancing for raytraced volume rendering on Distributed Memory Machines,
Sanjay Goil and Sanjay Ranka,
International Conference on High Performance Computing (HiPC'95), New Delhi, December 1995.
Parallel Model Evaluation for Circuit Simulation on the PACE Multiprocessor,
Prathima Agrawal, Sanjay Goil and John Trotter,
The 7th International Conference on VLSI Design, Calcutta, January 1994.
PACE: A Multiprocessor System for VLSI Circuit Simulation,
Sanjay Goil , Prathima Agrawal, Sally Liu and John Trotter,
Proceedings of the SIAM Conference on Parallel Processing for Scientific Computing, Norfolk, Virginia, 1993.

Refereed Workshops

Efficient Parallel Classification Using Dimensional Aggregates ,
Sanjay Goil and Alok Choudhary,
Proc. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD99)), Workshop on Large-Scale Parallel KDD Systems, August 1999, San Diego.
PARSIMONY: Parallel OLAP and Data Mining,
Sanjay Goil and Alok Choudhary,
Workshop On High Performance Data Mining, (In conjunction with 13th International Parallel Processing Symposium (IPPS)/10th Symposium on Parallel and Distributed Processing (SPDP)), April 1999, Puerto Rico.
High Performance Multidimensional Analysis of Large Datasets,
Sanjay Goil and Alok Choudhary,
DOLAP'98, ACM First International Workshop on Data Warehousing and OLAP, (in conjunction with CIKM'98), November 1998, Washington DC.
Parallel Construction of k-d Trees and Related Problems,
Ibraheem Al-furaih, Srinivas Aluru, Sanjay Goil and Sanjay Ranka,
Workshop on Solving Irregular Problems on Distributed Memory Machines (at IPPS'96), April 1996, Honolulu, Hawaii.
Primitives for Problems using Hierarchical Algorithms on Distributed Memory Machines,
Sanjay Goil ,
First International Workshop on Parallel Processing (FIWPP'94), Bangalore, December 1994.

Technical Reports

Partial Data Cubes for Parallel Data Mining,
Sanjay Goil and Alok Choudhary,
Technical Report CPDC-TR-9803-019, Center for Parallel and Distributed Computing, Northwestern University, March 1998.
BESS: Sparse Data Storage of Multi-Dimensional Data for OLAP and Data Mining,
Sanjay Goil and Alok Choudhary,
Technical Report CPDC-TR-9801-005, Center for Parallel and Distributed Computing, Northwestern University, November 1997.
PHANTOM: Parallelization of Hierarchical Applications usiNg Treecodes On Multiprocessors,
Sanjay Goil,
Technical Report SCCS 773, Northeast Parallel Architectures Center, Syracuse University, August 1996.
Parallelization of Hierarchically Structured Applications on Distributed Memory Machines,
Sanjay Goil and Sanjay Ranka,
Technical Report SCCS 688, Northeast Parallel Architectures Center, Syracuse University.
A Study of Collective Communication on the KSR-1 ,
Sanjay Goil , Albert Wang and Sanjay Ranka, Technical Report SCCS 660, Northeast Parallel Architectures Center, Syracuse University, August 1994.