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