Staff information

S M Ferdous

Scalable Data Analytics
Data Scientist
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Barik R., W.B. Cappa, S.M. Ferdous, M. Minutoli, M. Halappanavar, and A. Kalyanaraman. 2025. "GreediRIS: Scalable Influence Maximization using Distributed Streaming Maximum Cover." Journal of Parallel and Distributed Computing 198:Art No. 105037. PNNL-SA-184122. doi:10.1016/j.jpdc.2025.105037

Das S., S.M. Ferdous, M. Halappanavar, E. Serra, and A. Pothen. 2024. "AGS-GNN: Attribute-guided Sampling for Graph Neural Networks." In KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 25-29, 2024, Barcelona, Spain, 538 - 549. New York, New York:Association for Computing Machinery. PNNL-SA-198816. doi:10.1145/3637528.3671940
Ferdous S.M., A. Pothen, and M. Halappanavar. 2024. "Streaming Matching and Edge Cover in Practice." In Proceedings of the 22nd International Symposium on Experimental Algorithms (SEA 2024), July 24-26, Vienna, Austria. Leibniz International Proceedings in Informatics (LIPIcs), 301, 12:1-12:22. PNNL-SA-197168. doi:10.4230/LIPIcs.SEA.2024.12
Ferdous S.M., R.W. Neff, B. Peng, S.S. Shuvo, M. Minutoli, S. Mukherjee, and K. Kowalski, et al. 2024. "Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing." In IEEE International Parallel and Distributed Processing Symposium (IPDPS 2024), May 27-31. 2024, San Francisco, CA, 241-252. Piscataway, New Jersey:IEEE. PNNL-SA-191110. doi:10.1109/IPDPS57955.2024.00029
Mandulak M., S. Ghosh, S. Ferdous, M.M. Halappanavar, and G. Slota. 2024. "Efficient Weighted Graph Matching on GPUs." In International Conference for High Performance Computing, Networking, Storage, and Analysis (SC2024), November 17-22, 2024, Atlanta, GA, 1-16. Piscataway, New Jersey:IEEE. PNNL-SA-212535. doi:10.1109/SC41406.2024.00024

D'Ambra P., F. Durastante, S.M. Ferdous, S. Filippone, M. Halappanavar, and A. Pothen. 2023. "AMG Preconditioners based on parallel hybrid coarsening and multi-objective graph matching." In 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023), March 1-3, 2023, Naples, Italy, 59-67. Piscataway, New Jersey:IEEE. PNNL-SA-181598. doi:10.1109/PDP59025.2023.00017
Xiang L., M.H. Khan, S.M. Ferdous, S. Aravind, and M. Halappanavar. 2023. "cuAlign: Scalable Network Alignment on GPU Accelerators." In Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W 2023), November 12-17, 2023, Denver, CO. New York Mls, New York:Association for Computing Machinery. PNNL-SA-170319. doi:10.1145/3624062.3625129