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High-Performance-Computing

Week1 [ OpenMP ]

  • Intro to OpenMP, HelloWorld , vector addition and multiplication.
  • Analysing Runtime, Speedup and Parallelization Fraction based on the hardware specifications.

Week2 [ OpenMP ]

  • Matirx Additon , Matrix Multiplication (Row Major).
  • Analysing Runtime, Speedup and Parallelization Fraction based on the hardware specifications.

Week3 [ OpenMP ]

  • Sum of N numbers, Vector dot product.
  • Reduction and Critical Section.
  • Analysing Runtime, Speedup and Parallelization Fraction based on the hardware specifications.

Week4 [ OpenMP ]

  • Block Based Matrix Multiplication.
  • Analysing Runtime, Speedup and Parallelization Fraction based on the hardware specifications.

DesignAcitivity1 [ CodeOptimization + OpenMP ]

  • Parallelize the following sequence and write openMP and estimate parallelization fraction for the sequence’s larger number 100000. Write your comments on each problem.
    • Sequence 5, 8, 11, 14, 17, 20, 23..
    • Sequence 1 * sin a, 3 * sin b, 6 * sin c, 10 * sin d, 15 * sin a, 21 * sin b, 28 * sin c, 36 * sin d, 45 * sin a, .. Where a, b, c, d follows following sequence 0, 30, 60 and 90 respectively.
    • Sequence 8,4√2,4,2√2

MA_FIR [ N-order Moving Average FIR Filter Simulation ]

  • Course Project split into 5 phases
    • Theoritical Analysis
    • Profiling
    • OpenMP
    • MPI
    • CUDA

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