In this paper we present a parallel formulation of a multilevel k-way graph partitioning algorithm. A key feature of this parallel formulation is that it is able to achieve a high degree of ...

Description A hands-on introduction to parallel programming and optimizations for 1000+ core GPU processors, their architecture, the CUDA programming model, and performance analysis. Students ...

Chapters 9 through 13 look at parallel algorithms and how they present themselves for effective concurrent implementation. After an introduction to parallel algorithms in general, each of the ...

Important parallel algorithms and data structures will be discussed, including the notion of lock-free data structures. Note that this class lightly touches upon GPU programming; students primarily ...