.. _DYAD_publication:

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Publications and Presentations
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Papers
######

.. _paper-sbacpad-2024:

* 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.
  :download:`PDF <_static/Paper_2024_SBACPAD_DYAD.pdf>`

.. _paper-ipdpsw-2024:

* 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.
  :download:`PDF <_static/Paper_2024_IPDPS_HiCOMB_DYAD.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 <https://doi.org/10.1109/eScience55777.2022.00068>`_.
  :download:`Paper PDF <_static/ShortPaper_2022_eScience_LLNL.pdf>` | :download:`Poster PDF <_static/Poster_2022_eScience_LLNL.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.
  :download:`Extended Abstract PDF <_static/ExtendedAbstract_2023_SC_ACM_SRC_DYAD.pdf>` | :download:`Poster PDF <_static/Poster_2023_SC_ACM_SRC_DYAD.pdf>`