Relevant Papers for CS 267, Spring 2011

  • Lecture 1: Introduction
  • The Landscape of Parallel Computing Research: A View from Berkeley
  • The Parallel Computing Laboratory at U.C. Berkeley: A Research Agenda Based on the Berkeley View
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  • Lecture 2: Single processor machines: Memory hierarchies and processor features
  • Computer Architecture: A Quantitative Approach (book)
  • Cache Memories
  • PHiPAC - Optimizing Dense Matrix Multiply
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  • Lecture 3: Introduction to Parallel Machines and Programming Models
  • The Sourcebook of Parallel Computing (Section 10.1)
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  • Lecture 4: Sources of Parallelism and Locality in Simulation
  • Lecture 5: Tricks with Trees
  • Scans as Primitive Parallel Operations
  • Parallel Prefix Sum (Scan) with CUDA
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  • Lecture 6: Shared Memory Programming: Threads and OpenMP
  • Pthreads Tutorial
  • OpenMP Tutorial
  • The Sourcebook of Parallel Computing Section 10.2-10.3 (Multithreading)
  • Sequential Consistency
  • Parallel Computer Architecture: A Hardware/Software Approach Section 5.1 (Cache Coherence)
  • Parallel Computer Architecture: A Hardware/Software Approach Sections 6.1-6.2 (Synchronization)
  • Lecture 7: Distributed Memory Programming
  • The Sourcebook of Parallel Computing Section 10.1 (Message Passing)
  • Parallel Computer Architecture: A Hardware/Software Approach Sections 10.4-10.5 (Interconnection Networks)
  • PRAM
  • PRAM (Berkeley notes)
  • LogP
  • LogGP
  • BSP
  • Roofline Model
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  • Lecture 8: Performance Tools and Debugging
  • Twelve Ways to Fool the Masses
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