• Introduction to parallel programming. Processes and threads. Processes and threads from the operating system perspective.
• Sequential vs. parallel programming. Parallel programming caveats. Deadlock (definition, properties, conditions, detection, elimination).
• Parallel vs. distributed applications. Classification of parallel systems. Shared memory systems and distributed memory systems. Flynn's taxonomy.
• Shared memory systems programming. Programming with threads. The pthreads library, Threads in Java and C#. Synchronization and exclusion, deadlock.
• The OpenMP interface. OpenMP support in modern compilers. OpenMP directives and functions. Reduction in OpenMP.- R and its packages for parallel programming
• Grid and cloud programming. Web services and distributed applications using web services. Map-reduce paradigm and Hadoop framework.
• Overview of environments for parallel programming. SIMD instructions.
• Introduction to accelerator programming. GPGPU architecture (program organization, memory organization). Data parallelism. CUDA platform and CUDA-C language.
• Sequential vs. parallel programming. Parallel programming caveats. Deadlock (definition, properties, conditions, detection, elimination).
• Parallel vs. distributed applications. Classification of parallel systems. Shared memory systems and distributed memory systems. Flynn's taxonomy.
• Shared memory systems programming. Programming with threads. The pthreads library, Threads in Java and C#. Synchronization and exclusion, deadlock.
• The OpenMP interface. OpenMP support in modern compilers. OpenMP directives and functions. Reduction in OpenMP.- R and its packages for parallel programming
• Grid and cloud programming. Web services and distributed applications using web services. Map-reduce paradigm and Hadoop framework.
• Overview of environments for parallel programming. SIMD instructions.
• Introduction to accelerator programming. GPGPU architecture (program organization, memory organization). Data parallelism. CUDA platform and CUDA-C language.