Publications and Presentations

Papers

• H. Devarajan, I. Lumsden, C. Wang, K. Georgouli, T. Scogland, J. Yeom, and M. Taufer, “DYAD: Locality-aware Data Management for accelerating Deep Learning Training,” IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Nov. 2024. PDF

• I. Lumsden, H. Devarajan, J. Marquez, S. Brink, D. Boehme, O. Pearce, J. Yeom, and M. Taufer, “Empirical Study of Molecular Dynamics Workflow Data Movement: DYAD vs. Traditional I/O Systems,” in 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2024. PDF

Posters

• J. Yeom, D. H. Ahn, I. Lumsden, J. Luettgau, S. Caino-Lores, and M. Taufer, “Ubique: A new model for untangling inter-task data dependence in complex HPC workflows,” in 2022 IEEE 18th international conference on e-science (e-science), 2022, pp. 421–422. doi: 10.1109/eScience55777.2022.00068. Paper PDF | Poster PDF

• I. Lumsden, J. Yeom, H. Devarajan, K. Mohror, and M. Taufer, “Enabling Transparent, High-Throughput Data Movement for Scientific Workflows on HPC Systems,” presented in ACM Student Research Competition at SC’ 23. Extended Abstract PDF | Poster PDF