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PAAPP
2002
150views more  PAAPP 2002»
13 years 7 months ago
Scalability analysis of parallel GMRES implementations
Applications involving large sparse nonsymmetric linear systems encourage parallel implementations of robust iterative solution methods, such as GMRES(k). Two parallel versions of...
Masha Sosonkina, Donald C. S. Allison, Layne T. Wa...
FGCS
2010
129views more  FGCS 2010»
13 years 6 months ago
Bulk synchronous parallel ML with exceptions
Bulk Synchronous Parallel ML is a high-level language for programming parallel algorithms. Built upon OCaml and using the BSP model, it provides a safe setting for their implementa...
Louis Gesbert, Frédéric Gava, Fr&eac...
IPPS
2010
IEEE
13 years 6 months ago
DynTile: Parametric tiled loop generation for parallel execution on multicore processors
Abstract--Loop tiling is an important compiler transformation used for enhancing data locality and exploiting coarsegrained parallelism. Tiled codes in which tile sizes are runtime...
Albert Hartono, Muthu Manikandan Baskaran, J. Rama...
AAAI
2011
12 years 8 months ago
CCRank: Parallel Learning to Rank with Cooperative Coevolution
We propose CCRank, the first parallel algorithm for learning to rank, targeting simultaneous improvement in learning accuracy and efficiency. CCRank is based on cooperative coev...
Shuaiqiang Wang, Byron J. Gao, Ke Wang, Hady Wiraw...
CLUSTER
2011
IEEE
12 years 8 months ago
Achieving Scalable Parallelization for the Hessenberg Factorization
—Much of dense linear algebra has been successfully blocked to concentrate the majority of its time in the Level 3 BLAS, which are not only efficient for serial computation, but...
Anthony M. Castaldo, R. Clint Whaley