Legate Sparse: Distributed Sparse Computing in Python

Rohan Yadav; Wonchan Lee; Melih Elibol; Taylor Lee-Patti; Manolis Papadakis; Michael Garland; Alex Aiken; Fredrik Kjolstad; Michael Bauer

doi:10.1145/3581784.3607033

SC · November 2023

Legate Sparse: Distributed Sparse Computing in Python

Rohan Yadav Wonchan LeeMelih ElibolTaylor Lee-PattiManolis PapadakisMichael Garland Alex Aiken Fredrik Kjolstad Michael Bauer

International Conference for High Performance Computing, Networking, Storage and Analysis

Read PDF DOI

Topics Distributed computation Sparse tensor algebra

Related software

Legate Sparse A distributed, accelerated drop-in replacement for the scipy.sparse library that runs unmodified sparse SciPy programs across clusters of CPUs and GPUs.

Cite this paper

BibTeX

@inproceedings{yadav2023legate,
  author    = {Yadav, Rohan and Lee, Wonchan and Elibol, Melih and Lee-Patti, Taylor and Papadakis, Manolis and Garland, Michael and Aiken, Alex and Kjolstad, Fredrik and Bauer, Michael},
  title     = {{Legate Sparse}: Distributed Sparse Computing in {Python}},
  booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  year      = {2023},
  month     = nov,
  articleno = {13},
  numpages  = {12},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  doi       = {10.1145/3581784.3607033},
  url       = {https://doi.org/10.1145/3581784.3607033}
}

Citation

Rohan Yadav, Wonchan Lee, Melih Elibol, Taylor Lee-Patti, Manolis Papadakis, Michael Garland, Alex Aiken, Fredrik Kjolstad, and Michael Bauer. Legate Sparse: Distributed Sparse Computing in Python. SC, 2023.

All publications