Version 6 (modified by norris, 12 years ago) (diff)



  • Analytical Performance Prediction for Evaluation and Tuning of GPGPU Applications, Sara S. Baghsorkhi, William Gropp, and Wen-mei W. Hwu, Workshop on Exploiting Parallelism using GPUs and other Hardware Assisted Methods (In Conjunction with the International Symposium on Code Generation and Optimization), March 2009.
  • Luc Buatois, Guillaume Caumon, and Bruno Levy. 2009. Concurrent number cruncher: a GPU implementation of a general sparse linear solver. Int. J. Parallel Emerg. Distrib. Syst. 24, 3 (June 2009), 205-223. DOI=10.1080/17445760802337010 (citesserx).
  • Richard Vuduc, Aparna Chandramowlishwaran, Jee Choi, Murat Guney, and Aashay Shringarpure. 2010. On the limits of GPU acceleration. In Proceedings of the 2nd USENIX conference on Hot topics in parallelism (HotPar'10). USENIX Association, Berkeley, CA. (PDF)

Performance and Power Modeling

  • Alexandrov, A., Ionescu, M. F., Schauser, K. E., and Scheiman, C. 1995 Loggp: Incorporating Long Messages into the LogP Model --- One Step Closer Towards a Realistic Model for Parallel Computation. Technical Report.
  • Fortune, S. and Wyllie, J. 1978. Parallelism in random access machines. In Proceedings of the Tenth Annual ACM Symposium on theory of Computing (San Diego, California, United States, May 01 - 03, 1978).
  • Valiant, L. G. 1990. A bridging model for parallel computation. Commun. ACM 33, 8 (Aug. 1990), 103-111.
  • Aggarwal, A., Chandra, A. K., and Snir, M. 1989. On communication latency in PRAM computations. In Proceedings of the First Annual ACM Symposium on Parallel Algorithms and Architectures (Santa Fe, New Mexico, United States, June 18 - 21, 1989).
  • Grama, A. Y., Gupta, A., and Kumar, V. 1993. Isoefficiency: Measuring the Scalability of Parallel Algorithms and Architectures. IEEE Parallel Distrib. Technol. 1, 3 (Aug. 1993), 12-21.
  • Valiant, L. G. 2008. A Bridging Model for Multi-core Computing. In Proceedings of the 16th Annual European Symposium on Algorithms (Karlsruhe, Germany, September 15 - 17, 2008). D. Halperin and K. Mehlhorn, Eds. Lecture Notes In Computer Science, vol. 5193. Springer-Verlag, Berlin, Heidelberg, 13-28.