Multicore Programming syllabus
UNIT I INTRODUCTION TO MULTIPROCESSORS AND SCALABILITY ISSUES
Scalable design principles – Principles of processor design – Instruction Level Parallelism, Thread level parallelism. Parallel computer models –- Symmetric and distributed shared memory architectures – Performance Issues – Multi-core Architectures – Software and hardware multithreading – SMT and CMP architectures – Design issues – Case studies – Intel Multi-core architecture – SUN CMP architecture.
UNIT II PARALLEL PROGRAMMING
Fundamental concepts – Designing for threads – scheduling – Threading and parallel programming constructs – Synchronization – Critical sections – Deadlock. Threading APIs.
UNIT III OPENMP PROGRAMMING
OpenMP – Threading a loop – Thread overheads – Performance issues – Library functions. Solutions to parallel programming problems – Data races, deadlocks and livelocks – Non-blocking algorithms – Memory and cache related issues.
UNIT IV MPI PROGRAMMING
MPI Model – collective communication – data decomposition – communicators and topologies – point-to-point communication – MPI Library.
UNIT V MULTITHREADED APPLICATION DEVELOPMENT
Algorithms, program development and performance tuning.
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