Journals

  1. PARSIMONY: An Infrastructure for Parallel Multidimensi onal Analysis and Data Mining,
    Sanjay Goil and Alok Choudhary,
    Journal of Parallel and Distributed Computing, To appear

  2. 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.

Conferences/Workshops

  1. MAFIA: Efficient and Scalable Subspace Clustering for Very Large Data Sets,
    Sanjay Goil, Harsha and Alok Choudhary,
    Submitted for publication to ICDE 2000

  2. Efficient Parallel Classification Using Dimensional Aggregates ,
    Sanjay Goil and Alok Choudhary,
    Proc. Workshop on Large-Scale Parallel KDD Systems (in conjunction with ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD99)), San Diego, August 1999.

  3. 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.

  4. 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.

  5. 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), April 1999.

  6. 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.

  7. 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), Washington DC, November 1998.

  8. 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.

  9. 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.

  10. 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.
Technical Reports
  1. 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.

  2. 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.