Publications

Posted on January 1, 2023 • 3 min read • 452 words

Citing Kokkos

Use the following references when citing Kokkos in your work.

Overall Ecosystem

The Kokkos Ecosystem citation is in particular appropriate when using multiple Kokkos subprojects.

@article{KokkosEcosystem2021,
  author={Trott, Christian and Berger-Vergiat, Luc and Poliakoff, David and Rajamanickam, Sivasankaran
          and Lebrun-Grandie, Damien and Madsen, Jonathan and Al Awar, Nader and Gligoric, Milos
          and Shipman, Galen and Womeldorff, Geoff},
  journal={Computing in Science Engineering},
  title={The Kokkos Ecosystem: Comprehensive Performance Portability for High Performance Computing},
  year={2021},
  volume={23},
  number={5},
  pages={10-18},
  doi={10.1109/MCSE.2021.3098509}}

Kokkos Core

The most recent (and primary) citation is:

@article{KokkosCore2022,
  author={Trott, Christian R. and Lebrun-Grandié, Damien and Arndt, Daniel and Ciesko, Jan
          and Dang, Vinh and Ellingwood, Nathan and Gayatri, Rahulkumar and Harvey, Evan
          and Hollman, Daisy S. and Ibanez, Dan and Liber, Nevin and Madsen, Jonathan
          and Miles, Jeff and Poliakoff, David and Powell, Amy and Rajamanickam, Sivasankaran
          and Simberg, Mikael and Sunderland, Dan and Turcksin, Bruno and Wilke, Jeremiah},
  journal={IEEE Transactions on Parallel and Distributed Systems},
  title={Kokkos 3: Programming Model Extensions for the Exascale Era},
  year={2022},
  volume={33},
  number={4},
  pages={805-817},
  doi={10.1109/TPDS.2021.3097283}}

A description of the fundamental concepts can be found here:

@article{KokkosCore2014,
  title = "Kokkos: Enabling manycore performance portability through polymorphic memory access patterns ",
  journal = "Journal of Parallel and Distributed Computing ",
  volume = "74",
  number = "12",
  pages = "3202 - 3216",
  year = "2014",
  note = "Domain-Specific Languages and High-Level Frameworks for High-Performance Computing ",
  issn = "0743-7315",
  doi = "https://doi.org/10.1016/j.jpdc.2014.07.003",
  url = "http://www.sciencedirect.com/science/article/pii/S0743731514001257",
  author = "H. Carter Edwards and Christian R. Trott and Daniel Sunderland"
}

Kokkos Kernels

@misc{KokkosKernels2021,
  title={Kokkos Kernels: Performance Portable Sparse/Dense Linear Algebra and Graph Kernels},
  author={Sivasankaran Rajamanickam and Seher Acer and Luc Berger-Vergiat and Vinh Dang
          and Nathan Ellingwood and Evan Harvey and Brian Kelley and Christian R. Trott
          and Jeremiah Wilke and Ichitaro Yamazaki},
  year={2021},
  eprint={2103.11991},
  archivePrefix={arXiv},
  primaryClass={cs.MS},
  url={https://arxiv.org/abs/2103.11991},
}

Kokkos Tools

@InProceedings{10.1007/978-3-030-02465-9_53,
author="Hammond, Simon D.
and Trott, Christian R.
and Ibanez, Daniel
and Sunderland, Daniel",
title="Profiling and Debugging Support for the Kokkos Programming Model",
booktitle="High Performance Computing",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="743--754",
isbn="978-3-030-02465-9"
}

Publication List

Year   Package   Title
2024CoreExperiences with implementing Kokkos’ SYCL backend
2023CoreThe Kokkos OpenMPTarget Backend: Implementation and Lessons Learned
2022CoreKokkos 3: Programming model extensions for the exascale era
2022Core, KernelsHalf-Precision Scalar Support in Kokkos and Kokkos Kernels: An Engineering Study and Experience Report
2021EcosystemThe Kokkos Ecosystem: Comprehensive performance portability for high performance computing
2021ResilienceTowards High Performance Resilience Using Performance Portable Abstractions
2021KernelsKokkos Kernels: Performance Portable Sparse/Dense Linear Algebra and Graph Kernels
2021KernelsMultithreaded sparse matrix-matrix multiplication for many-core and GPU architectures
2018ToolsProfiling and debugging support for the kokkos programming model
2014CoreKokkos: Enabling manycore performance portability through polymorphic memory access patterns