4 basic communication primitives 4 1 broadcast and

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4. Basic Communication Primitives (4): 1. Broadcast and all to all, communication costs on various topologies . 2. Personalized communication . 3. Reduce, prefix sum and scatter and gather . 4 Graph embeddings 5. Message Passing Programming Model (2): 1. Message passing abstraction, send receive primitives, blocking and non blocking commands, collective operations . 2. Illustrative examples: Canon’s algorithm, overlapping computation and communication, Odd even merge sort. 6. Shared Address Space Programming Models (2): 1. Pthreads , OpenMP. 2. Illustrative examples. 7. Parallel Dense Algebra (2): 1. Matrix vector, matrix matrix computations . 2. Solution to linear systems 8. Parallel Search and Sorting (2): 1 . Parallel search, illustrative example applications, throughput optimization. 2. Multi-dimensional search, decision tree and decomposition. 3. Sorting techniques, bitonic sort, row-column sort. 4. Mapping onto parallel architectures. 9. Cloud, Big Data and Map Reduce (2): 1. Cloud as a computing platform, Large data sets and organization . 2. Map Reduce as a parallel programming model, Hadoop . 3. Illustrative examples.
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  • Spring '14
  • JoseVilleta
  • Professor Viktor K. Prasanna

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