Experience Deploying Graph Applications on GPUs with SYCL

Jin, Zheming; Vetter, Jeffrey

doi:10.1145/3605731.3605744

Experience Deploying Graph Applications on GPUs with SYCL

Conference · Tue Aug 01 00:00:00 EDT 2023

DOI:https://doi.org/10.1145/3605731.3605744· OSTI ID:2000370

Jin, Zheming ^[1]; ^[1]

ORNL

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Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization:: USDOE; USDOE Office of Science (SC)

DOE Contract Number:: AC05-00OR22725

OSTI ID:: 2000370

Country of Publication:: United States

Language:: English

References (18)

Data Parallel C++: Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL Reinders, James; Ashbaugh, Ben; Brodman, James https://doi.org/10.1007/978-1-4842-5574-2	book	November 2020
A graph coloring algorithm for large scheduling problems Leighton, F. T. Journal of Research of the National Bureau of Standards, Vol. 84, Issue 6 https://doi.org/10.6028/jres.084.024	journal	November 1979
SYCLomatic compatibility library: making migration to SYCL easier Huang, Andy International Workshop on OpenCL https://doi.org/10.1145/3585341.3585349	conference	April 2023
SkelCL: a high-level extension of OpenCL for multi-GPU systems Steuwer, Michel; Gorlatch, Sergei The Journal of Supercomputing, Vol. 69, Issue 1 https://doi.org/10.1007/s11227-014-1213-y	journal	May 2014
A Parallel Graph Coloring Heuristic Jones, Mark T.; Plassmann, Paul E. SIAM Journal on Scientific Computing, Vol. 14, Issue 3 https://doi.org/10.1137/0914041	journal	May 1993
Porting Sparse Linear Algebra to Intel GPUs Tsai, Yuhsiang M.; Cojean, Terry; Anzt, Hartwig Euro-Par 2021: Parallel Processing Workshops https://doi.org/10.1007/978-3-031-06156-1_5	book	January 2022
Register allocation & spilling via graph coloring Chaitin, G. J. ACM SIGPLAN Notices, Vol. 17, Issue 6 https://doi.org/10.1145/872726.806984	journal	June 1982
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing Castaño, Germán; Faqir-Rhazoui, Youssef; García, Carlos Journal of Parallel and Distributed Computing, Vol. 165 https://doi.org/10.1016/j.jpdc.2022.03.017	journal	July 2022
Parallel Computing Experiences with CUDA Garland, Michael; Le Grand, Scott; Nickolls, John IEEE Micro, Vol. 28, Issue 4 https://doi.org/10.1109/MM.2008.57	journal	July 2008
Accelerating CUDA graph algorithms at maximum warp Hong, Sungpack; Kim, Sang Kyun; Oguntebi, Tayo ACM SIGPLAN Notices, Vol. 46, Issue 8 https://doi.org/10.1145/2038037.1941590	journal	February 2011
Graph coloring algorithms for multi-core and massively multithreaded architectures Çatalyürek, Ümit V.; Feo, John; Gebremedhin, Assefaw H. Parallel Computing, Vol. 38, Issue 10-11 https://doi.org/10.1016/j.parco.2012.07.001	journal	October 2012
Smallest-last ordering and clustering and graph coloring algorithms Matula, David W.; Beck, Leland L. Journal of the ACM, Vol. 30, Issue 3 https://doi.org/10.1145/2402.322385	journal	July 1983
Evaluating the performance of HPC-style SYCL applications Deakin, Tom; McIntosh-Smith, Simon Proceedings of the International Workshop on OpenCL https://doi.org/10.1145/3388333.3388643	conference	April 2020
A core-attachment based method to detect protein complexes in PPI networks Wu, Min; Li, Xiaoli; Kwoh, Chee-Keong BMC Bioinformatics, Vol. 10, Issue 1 https://doi.org/10.1186/1471-2105-10-169	journal	June 2009
Complete-Link Cluster Analysis by Graph Coloring Hansen, Pierre; Delattre, Michel Journal of the American Statistical Association, Vol. 73, Issue 362 https://doi.org/10.1080/01621459.1978.10481589	journal	June 1978
Estimation of Sparse Jacobian Matrices and Graph Coloring Blems Coleman, Thomas F.; Moré, Jorge J. SIAM Journal on Numerical Analysis, Vol. 20, Issue 1 https://doi.org/10.1137/0720013	journal	February 1983
The connected-component labeling problem: A review of state-of-the-art algorithms He, Lifeng; Ren, Xiwei; Gao, Qihang Pattern Recognition, Vol. 70 https://doi.org/10.1016/j.patcog.2017.04.018	journal	October 2017
Providing performance portable numerics for Intel GPUs Tsai, Yu‐Hsiang M.; Cojean, Terry; Anzt, Hartwig Concurrency and Computation: Practice and Experience, Vol. 35, Issue 20 https://doi.org/10.1002/cpe.7400	journal	October 2022

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