• 2532 Citations
19962021
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Research Output 1996 2019

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Conference article
2016
4 Citations (Scopus)

AGORAS: A fast algorithm for estimating medoids in large datasets

Rangel, E. M., Hendrix, W., Agrawal, A., Liao, W-K. & Choudhary, A. N., Jan 1 2016, In : Procedia Computer Science. 80, p. 1159-1169 11 p.

Research output: Contribution to journalConference article

Pulse amplitude modulation
Heuristic algorithms
Data structures
Computational complexity
2014
26 Citations (Scopus)

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing

Chen, Z., Son, S. W., Hendrix, W., Agrawal, A., Liao, W-K. & Choudhary, A. N., Jan 16 2014, In : International Conference for High Performance Computing, Networking, Storage and Analysis, SC. 2015-January, January, p. 733-744 12 p., 7013047.

Research output: Contribution to journalConference article

Learning algorithms
Learning systems
Fault tolerance
Data reduction
Costs
2009
23 Citations (Scopus)

Scalable I/O and analytics

Choudhary, A., Liao, W. K., Gao, K., Nisar, A., Ross, R., Thakur, R. & Latham, R., Jan 1 2009, In : Journal of Physics: Conference Series. 180, 1, 012048.

Research output: Contribution to journalConference article

data mining
research and development
central processing units
computer programs
2008
3 Citations (Scopus)

AHPIOS: An MPI-based ad-hoc parallel I/O system

Isailǎ, F., Blas, J. G., Carretero, J., Liao, W. K. & Choudhary, A., Dec 1 2008, In : Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS. p. 253-260 8 p., 4724327.

Research output: Contribution to journalConference article

Servers
2005
46 Citations (Scopus)

Collective caching: Application-aware client-side file caching

Liao, W. K., Coloma, K., Choudhary, A., Ward, L., Russell, E. & Tideman, S., Nov 10 2005, In : Proceedings of the IEEE International Symposium on High Performance Distributed Computing. p. 81-90 10 p.

Research output: Contribution to journalConference article

Message passing
Servers

Design and evaluation of database layouts for MEMS-based storage systems

Pisharath, J., Liao, W-K. & Choudhary, A. N., Jan 1 2005, In : Proceedings of the International Database Engineering and Applications Symposium, IDEAS. 2005-January, January, p. 263-272 10 p., 1540916.

Research output: Contribution to journalConference article

MEMS
2004
8 Citations (Scopus)

Performance evaluation and characterization of scalable data mining algorithms

Liu, Y., Pisharath, J., Liao, W-K., Memik, G., Choudhary, A. N. & Dubey, P., Dec 1 2004, In : Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Systems. 16, p. 620-625 6 p., 439-213.

Research output: Contribution to journalConference article

Data mining
Scalability
Association rules
Benchmarking
Synchronization
1999
3 Citations (Scopus)
Space time adaptive processing
Throughput