Abstract

In this research, we illustrate comprehensive comparison between parallel sorting algorithm techniques, architectures and behaviors on logically or physically distributed environments. Especially on shared-memory with multiple processor machines and mesh connected multi-core processor environments. Also discuss how these algorithms designed to run under CPU and GPU processor base environments including In-Memory execution. Also deliberate the conversion approach of existing linear and non-linear algorithms into parallel sorting algorithms to support distributed process. In addition to that, we describe why algorithm architectures and behaviors are important rather than using comparison measurements such as algorithm complexity and performance under specified execution environments. And finally produce comprehensive comparison report for researches to use as a reference.

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