Staff information

PNNL Publications

2023

• Ghosh S., M. Jain, H. Lee, and K.J. Roche. 2023. Proxy Applications for Converged Workloads: DMC LDRD Initiative. PNNL-34841. Richland, WA: Pacific Northwest National Laboratory. Proxy Applications for Converged Workloads: DMC LDRD Initiative

2022

• Gawande N.A., S. Ghosh, M. Halappanavar, A. Tumeo, and A. Kalyanaraman. 2022. "Towards Scaling Community Detection on Distributed-Memory Heterogeneous Systems." Parallel Computing 111. PNNL-SA-156736. doi:10.1016/j.parco.2022.102898
• Ghosh S. 2022. "Improved Distributed-memory Triangle Counting by Exploiting the Graph Structure." In IEEE High Performance Extreme Computing Conference (HPEC 2022), September 19-23, 2022, Virtual, Online, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-175362. doi:10.1109/HPEC55821.2022.9926376
• Lee H., M. Jain, and S. Ghosh. 2022. "Sparse Deep Neural Network Inference using different Programming Models." In IEEE High Performance Extreme Computing Conference (HPEC 2022), September 19-23, 2022, Waltham, MA, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-175380. doi:10.1109/HPEC55821.2022.9926362

2021

• Alexander F.J., J.A. Ang, J.A. Bilbrey, J. Balewski, T.A. Casey, R. Chard, and J. Choi, et al. 2021. "Co-design Center for Exascale Machine Learning Technologies (ExaLearn)." The International Journal of High Performance Computing Applications 35, no. 6:598-616. PNNL-SA-156070. doi:10.1177/10943420211029302
• Ghosh S., N.R. Tallent, M. Minutoli, M. Halappanavar, R. Peri, and A. Kalyanaraman. 2021. "Single-node Partitioned-Memory for Huge Graph Analytics: Cost and Performance Trade-offs." In Proceedings of the International Conference for High Performance Computing, Network, Storage and Analysis (SC 2021), November 14-19, 2021, Virtual, Online, Art. No. 55. New York, New York:Association for Computing Machinery. PNNL-SA-161359. doi:10.1145/3458817.3476156
• Ghosh S., Y. Guo, P. Balaji, and A. Gebremedhin. 2021. "RMACXX: An Efficient High-Level C++ Interface over MPI-3 RMA." In Proceedings of the 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2021), May 10-13, 2021, Virtual, 143-155. Piscataway, New Jersey:IEEE. PNNL-SA-158770. doi:10.1109/CCGrid51090.2021.00024

2020

• Halappanavar M., and S. Ghosh. 2020. "TriC: Distributed-memory Triangle Counting by Exploiting the Graph Structure." In IEEE High Performance Extreme Computing Conference (HPEC 2020), September 22-24, 2020, Waltham, MA, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-154840. doi:10.1109/HPEC43674.2020.9286167

2019

• Ghosh S., M. Halappanavar, A. Kalyanaraman, M.H. Khan, and A. Gebremedhin. 2019. "Exploring MPI Communication Models for Graph Applications Using Graph Matching as a Case Study." In IEEE 33rd International Parallel & Distributed Processing Symposium (IPDPS 2019), May 20-24, 2019, Rio de Janeiro, Brazil, 761-779. Los Alamitos, California:IEEE Computer Society. PNNL-SA-138882. doi:10.1109/IPDPS.2019.00085
• Ghosh S., M. Halappanavar, A. Tumeo, A. Kalyanaraman, and A. Gebremedhin. 2019. "miniVite: A Graph Analytics Benchmarking Tool for Massively Parallel Systems." In IEEE/ACM Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS 2018), November 12, 2018, Dallas, TX, 51-56. Piscataway, New Jersey:IEEE. PNNL-SA-138790. doi:10.1109/PMBS.2018.8641631
• Ghosh S., M. Halappanavar, A. Tumeo, and A. Kalyanaraman. 2019. "Scaling and Quality of Modularity Optimization Methods for Graph Clustering." In IEEE High Performance Extreme Computing Conference (HPEC 2019), September 24-26, 2019, Waltham, MA. Piscataway, New Jersey:IEEE. PNNL-SA-145324. doi:10.1109/HPEC.2019.8916299

2018

• Ghosh S., M. Halappanavar, A. Tumeo, A. Kalyanaraman, and A. Gebremedhin. 2018. "Scalable Distributed Memory Community Detection Using Vite." In IEEE High Performance Extreme Computing Conference (HPEC 2018), September 25-27, 2018, Waltham, MA, 1-7. Piscataway, New Jersey:IEEE. PNNL-SA-136309. doi:10.1109/HPEC.2018.8547534
• Ghosh S., M. Halappanavar, A. Tumeo, A. Kalyanaraman, H. Lu, D.G. Chavarría-Miranda, and M.H. Khan, et al. 2018. "Distributed Louvain Algorithm for Graph Community Detection." In IEEE International Parallel & Distributed Processing Symposium (IPDPS 2018), May 21-25, 2018, Vancouver, BC, 885-895. Los Alamitos, California:IEEE Computer Society. PNNL-SA-130211. doi:10.1109/IPDPS.2018.00098