NOWLAB :: Publications

Quentin Anthony

This page lists the publications by Quentin Anthony as the first author

Journals
Conferences &
Workshops

Journals (1)
1	Q. Anthony, B. Michalowicz, J. Hatef, L. Xu, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, Understanding and Characterizing Communication Characteristics for Distributed Transformer Models, IEEE Micro, Jan 2025.

Conferences & Workshops (6)
1	Demystifying the Communication Characteristics for Distributed Transformer Models Q. Anthony, B. Michalowicz, J. Hatef, L. Xu, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, IEEE Hot Interconnects Symposium 2024, Aug 2024 [Q. Anthony and B. Michalowicz are co-lead authors] [Bib - Plain]
2	The Case for Co-Designing Model Architectures with Hardware Q. Anthony, J. Hatef, Deepak Narayanan, Stella Biderman, Stas Bekman, Junqi Yin, A. Shafi, H. Subramoni, and DK Panda, 53rd International Conference on Parallel Processing, Aug 2024 [Bib - Plain]
3	MCR-DL: Mix-and-Match Communication Runtime for Deep Learning Q. Anthony, Ammar Awan, J. Rasley, Y. He, A. Shafi, M. Abduljabbar, H. Subramoni, and DK Panda, 37th IEEE International Parallel & Distributed Processing Symposium (IPDPS '23), May 2023 [Bib - Plain]
4	ScaMP: Scalable Meta-Parallelism for Deep Learning Search Q. Anthony, L. Xu, A. Shafi, H. Subramoni, and DK Panda, THE 23RD IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, May 2023 [Bib - Plain]
5	Scaling Single-Image Super-Resolution Training on Modern HPC Clusters: Early Experiences Q. Anthony, L. Xu, H. Subramoni, and DK Panda, Scalable Deep Learning over Parallel And Distributed Infrastructures, May 2021 [Bib - Plain]
6	Efficient Training of Semantic Image Segmentation on Summit using Horovod and MVAPICH2-GDR Q. Anthony, Ammar Awan, A. Jain, H. Subramoni, and DK Panda, Scalable Deep Learning over Parallel and Distributed Infrastructures (ScaDL) at IPDPS '20, May 2020 [Bib - Plain]