• 8846 Citations
1987 …2023
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Research Output 1987 2019

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2013
6 Citations (Scopus)

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

Bioinformatics
Parallel algorithms
Clustering algorithms
Big data
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

Data mining
Data Mining
Marketing
Customers
Product Differentiation
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

File System
Data Storage
High Performance
Disk Array
Hardware
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
1 Citation (Scopus)

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

Parallel I/O
Data Storage
Retrieval
High Performance
Data storage equipment
4 Citations (Scopus)

Parallel data mining algorithms for association rules and clustering

Li, J., Liao, W-K., Choudhary, A. N. & 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

Association rules
Association Rules
Data mining
Data Mining
Clustering
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
1 Citation (Scopus)

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

Microsensors
Communication
Energy utilization
Sensor nodes
Network protocols

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

Memory architecture
Data storage equipment
Synchronization
Communication
Scalability

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

Hardware

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
62 Citations (Scopus)

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

Reconfigurable Computing
Compiler
MATLAB
Heterogeneous Computing
High level languages

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

8 Citations (Scopus)

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

Runtime Systems
Adaptive systems
Virtual Machine
Adaptive Systems
MATLAB
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
4 Citations (Scopus)

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

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

Costs
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