• 9231 Citations
1987 …2023

Research output per year

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Research Output

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2013

High performance big data clustering

Agrawal, A., Patwary, M. M. A., Hendrix, W., Liao, W-K. & Choudhary, A. N., Jan 1 2013, Cloud Computing and Big Data. IOS Press BV, p. 192-211 20 p. (Advances in Parallel Computing; vol. 23).

Research output: Chapter in Book/Report/Conference proceedingChapter

6 Scopus citations
2010

High-End analytics and data mining for sustainable competitive advantage

Choudhary, A. N., Narayanan, R. & Zhang, K., Apr 26 2010, Information Systems, Technology and Management: 4th International Conference, ICISTM 2010, Bangkok, Thailand, March 11-13, 2010. Proceedings. Prasad, S., Vin, H., Sahni, S., Jaiswal, M. & Thipakorn, B. (eds.). p. 8-15 8 p. (Communications in Computer and Information Science; vol. 54).

Research output: Chapter in Book/Report/Conference proceedingChapter

2009

Parallel data storage and access

Ross, R., Choudhary, A. N., Gibson, G. & Liao, W-K., Jan 1 2009, Scientific Data Management: Challenges, Technology, and Deployment. CRC Press, p. 35-72 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2008

High Performance Distributed Data Mining

Misra, S., Narayanan, R., Honbo, D. & Choudhary, A., 2008, Next Generation of Data Mining. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2007

High-performance techniques for parallel I/O

Ching, A., Coloma, K., Li, J., Liao, W-K. & Choudhary, A. N., Jan 1 2007, Handbook of Parallel Computing: Models, Algorithms and Applications. CRC Press, p. 35-1-35-24

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Parallel data mining algorithms for association rules and clustering

Li, J., Liao, W. K., Choudhary, A. & Liu, Y., Jan 1 2007, Handbook of Parallel Computing: Models, Algorithms and Applications. CRC Press, p. 32-1-32-20

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations
2006

Parallel Data Mining Algorithms for Association Rules and Clustering: Models, Algorithms and Applications

Li, J., Liu, Y., Liao, W. & Choudhary, A., 2006, Handbook of Parallel Computing: Models, Algorithms and Applications. Rajasekaran, S. & Reif, J. (eds.). CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2005

MPI Atomicity and Concurrent Overlapping I/O: Paradigm and Infrastructure

Liao, W., Choudhary, A., Coloma, K., Ward, L., Russell, E. & Pundit, N., 2005, High Performance Computing: Paradigm and Infrastructure. John Wiley & Sons Inc., p. 203-218

Research output: Chapter in Book/Report/Conference proceedingChapter

2004

Compiler-directed communication energy optimizations for microsensor networks

Kadayif, I., Kandemir, M., Choudhary, A. N., Karakoy, M., Vijaykrishnan, N. & Irwin, M. J., Jan 1 2004, Distributed Sensor Networks. CRC Press, p. 711-734 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Hardware/Software Techniques for Improving Cache Performance in Embedded Systems

Memik, G., Kandemir, M. T., Choudhary, A. & Kadayif, I., 2004, Embedded Software for SoC. Jerraya, A. A., Yoo, S., Verkest, D. & Wehn, N. (eds.). Kluwer Academic Publishers, Vol. 29.

Research output: Chapter in Book/Report/Conference proceedingChapter

2003

Compiler-directed communication energy optimizations for microsensor networks

Kadayif, I., Kandemir, M., Choudhary, A., Karakoy, M., Vijaykrishnan, N. & Irwin, M. J., 2003, Frontiers in Distributed Sensor Networks. Brooks, R. & Iyengar, R. (eds.). CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2002

Compilation for distributed memory architectures

Choudhary, A. N. & Kandemir, M., Jan 1 2002, The Compiler Design Handbook: Optimizations and Machine Code Generation. CRC Press, p. 373-407 35 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Compilation for distributed-memory architectures: Optimizations and Machine Code Generation

Choudhary, A. N., 2002, The Compiler Design Handbook: Optimizations and Machine Code Generation. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2001

I/O programming paradigms: Past and future

Kandemir, M. T. & Choudhary, A., Jan 1 2001, High Performance Mass Storage and Parallel I/O: Technologies and Applications. Wiley-IEEE Press, p. 645-654 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

PACT HDL: A C Compiler Targeting ASICs and FPGAs with Power and Performance Optimizations

Choudhary, A. N., 2001, Power Aware Computing. Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

Parallel Algorithms for Clustering High-dimensional Large-Scale Datasets

Choudhary, A. N., 2001, Data Mining for Scientific and Engineering Applications. Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

2000

A MATLAB Compiler for distributed, heterogeneous, reconfigurable computing systems

Banerjee, P., Shenoy, N., Choudhary, A., Hauck, S., Bachmann, C., Haldar, M., Joisha, P., Jones, A., Kanhare, A., Nayak, A., Periyacheri, S., Walkden, M. & Zaretsky, D., Jan 1 2000, IEEE Symposium on FPGAs for Custom Computing Machines, Proceedings. p. 39-48 10 p. 903391

Research output: Chapter in Book/Report/Conference proceedingChapter

62 Scopus citations

I/O Programming Paradigms: Past and Future: Theory and Practice

Kandemir, M. & Choudhary, A., 2000, High Performance Mass Storage and Parallel I/O: Theory and Practice. Jin, H., Cortes, T. & Buyya, R. (eds.). IEEE Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Match virtual machine: An adaptive runtime system to execute MATLAB in parallel

Haldar, M., Nayak, A., Kanhere, A., Joisha, P., Shenoy, N., Choudhary, A. & Banerjee, P., Jan 1 2000, Proceedings of the International Conference on Parallel Processing. p. 145-152 8 p. 876100

Research output: Chapter in Book/Report/Conference proceedingChapter

8 Scopus citations
1999

An Iteration Space Transformation Algorithm Based on Explicit Data Layout Representation for Optimizing Locality

Kandemir, M., Ramanujam, J., Choudhary, A. & Banerjee, P., 1999, Languages and Compilers for Parallel Computing. Chatterjee, S. (ed.). Springer-Verlag, (Lecture Notes in Computer Science)(Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

1998

Improving Locality in Out-of-Core Computations Using Data Layout Transformations

Kandemir, M., Ramanujam, J. & Choudhary, A., 1998, Languages, Compilers, and Run-Time Systems for Scalable Computers. O'Hallaron, D. (ed.). Springer-Verlag, Vol. 1511. (Lecture Notes in Computer Science)(Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations

Run-time library for parallel I/O for irregular applications

No, J. & Choudhary, A. N., Jan 1 1998, Advances in Parallel Computing. C ed. p. 437-440 4 p. (Advances in Parallel Computing; vol. 12, no. C).

Research output: Chapter in Book/Report/Conference proceedingChapter

1996

Issues in Compiling I/O Intensive Problems

Bordawekar, R. & Choudhary, A., 1996, Input/Output in Parallel and Distributed Computer Systems. Jain, R., Werth, J. & Browne, J. (eds.). Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

Runtime Support for Out-of-Core Parallel Programs

Thakur, R., Choudhary, A. & Bordawekar, R., 1996, Input/Output in Parallel and Distributed Computer Systems. Jain, R., Browne, J. & Wirth, J. (eds.). Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

1994

A Perspective on Parallel Processing in Computer Vision and Image Understanding

Choudhary, A. N. & Ranka, S., 1994, Parallel Processing for Artificial Intelligence. Kanal, N., Kumar, V., Kitano, H. & Suttner, C. (eds.). Elsevier/North Holland, p. 3-20

Research output: Chapter in Book/Report/Conference proceedingChapter

Compiling HPF for Distributed Memory MIMD Computers

Bozkus, Z., Choudhary, A., Fox, G., Haupt, T. & Ranka, S., 1994, The Interaction of Compilation Technology and Computer Architecture. Lilja, D. & Bird, P. (eds.). Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

1991

Architecture and Performance Evaluation of NETRA

Choudhary, A. N., Patel, J. H. & Ahuja, N., 1991, Parallel Architectures and Algorithms for Image Understanding. Kumar, P. (ed.). Academic Press, p. 251-278

Research output: Chapter in Book/Report/Conference proceedingChapter