Guia docente 2023_24 Escola Superior de Enxeñaría Informática

Contents

Topic	Sub-topic
Concepts of parallel processing	Introduction to parallel systems Concepts of parallel processing Classification of parallel models Parallelization techniques Parallelization concepts and measures
Programming with threads	Thread independence Introduction to Thread synchronization Synchronization mechanisms and data structures. Concurrency API collections. Thread Executors and Futures Distructed threads with Sockets Distributed threads with RMI library
MPI	Introduction to MPI Collective communication Complex data Communicators Topologies Features of MPI-2 Remote memory access Parallel input/output Dynamic process control
OpenMP	Introduction to OpenMP Distribution of parallel tasks Synchronisation Data sharing
NVidia CUDA	What is NVidia CUDA? Introduction to CUDA Python and Numba The execution model in CUDA Kernels and stride kernels Atomic operations Warps and coalescence 2D and 3D kernels Shared memory Occupancy Dynamic parallelism