Performance Papers

     
     
     
     
     
     
     
     
     
     
     
     
     
     


     

  • P.R. Amestoy, I.S. Duff, J-Y. L'Excellent and X.S. Li, 2003, "Impact of the Implementation of MPI Point-to-Point Communications on the Performance of Two General Sparse Solvers", (ps.gz) , Parallel Computing, 29:833-849.
  • S. Benson, L. Curfman McInnes, and J. More, 2001, "A Case Study in the Performance and Scalability of Optimization Algorithms", (pdf) , ACM Trans. Math. Software 27:361-376.
  • James Demmel and Yozo Hida, 2002, "Accurate Floating Point Summation", (pdf) (ps) , to appear in SIAM J. Sci. Comp.
  • E. D. Dolan and J. J. More, 2002, "Benchmarking Optimization Software with Performance Profiles", (pdf) , Mathematical Programming,  91:201-213.
  • J.R. Gilbert, X.S. Li, E.G. Ng and B.W. Peyton, 2001, "Computing Row and Column Counts for Sparse QR and LU Factorization", (ps.gz) , BIT 41:693-710.
  • E-J. Im and K. Yelick, 2001, "Sparsity: An Optimization Framework for Sparse Matrix-Vector Multiplication," (pdf) (ps.gz) , to appear Intern. J. of High Performance Computing Applications.
  • X. Li, J. Demmel, D. Bailey, G. Henry, Y. Hida, J. Iskandar, W. Kahan, S. Kang, A. Kapur, M. Martin, B. Thompson, T. Tung, and D. Yoo, 2002, “Design, Implementation and Testing of Extended and Mixed Precision BLAS,” (pdf) , ACM Trans. Math. Software 28:152-205.
  • * X.S. Li and Y. Wang, 2003, "Performance Evaluation and Enhancement of SuperLU_DIST 2.0", (ps.gz), Technical Report LBNL-53624.
  • R. Vuduc, J. W. Demmel, K. A. Yelick, S. Kamil, R. Nishtala and B. Lee, 2002, "Performance Optimizations and Bounds for Sparse Matrix-Vector Multiply", (pdf) (ps.gz) , Proceedings of the IEEE/ACM SC2002 Conference, November 16-20, 2002.
  • R. Vuduc, J. Demmel, and J. Bilmes, 2001, "Statistical Models for Automatic Performance Tuning," (pdf) (ps.gz) , to appear in Intern. J. of High Performance Computing Applications.
  • R. Vuduc, A. Gyulassy, J. W. Demmel, and K. A. Yelick, 2003, "Memory Hierarchy Optimizations and Performance Bounds for Sparse AT A*x", (pdf) (ps.gz) , to appear in ICCS 2003: Workshop on Parallel linear Algebra and also available as Technical Report UCB/CS-03-1232.
  • R. Vuduc, S. Kamil, J. Hsu, R. Nishtala, J. W. Demmel and K. A. Yelick, 2002, "Automatic Performance Tuning and Analysis of Sparse Triangular Solve", (pdf) (ps.gz) (pdf slides from talk) in ICS 2002: Workshop on Performance Optimization via High-Level Languages and Libraries (winner, best student paper award).