Sorting in PRAM, Parallel Comparison Model and Parallel External Memory Model

We study the problem of sorting on the Parallel Random Access Machine (PRAM), Parallel Comparison Model (PCM) and Parallel External Memory Model (PEM). On PRAM, we present a Concurrent Read Exclusive Write algorithm that runs in $O(\log n)$ time with $n$ processors; our algorithm is very different from Cole's Merge Sort. On PCM, we present the first optimal algorithm for sorting after AKS; our algorithm runs in $O(\log n/\logα)$ comparison rounds with $nα$ processors, for $1\leqα\leq n$. On PEM, we present a Concurrent Read Exclusive Write algorithm that sorts $N$ elements in $O\left(\log\frac{N}{B}\right)$ I/O rounds with $p\geq \frac{N}{B}$ processors.

Authors

Publication Details

Journal
arXiv (Cornell University)
Published
2026-11-03
DOI
https://doi.org/10.48550/arxiv.2611.04914
Primary Topic
Parallel Computing and Optimization Techniques
Type
preprint
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preprint

Sorting in PRAM, Parallel Comparison Model and Parallel External Memory Model

Manas Kumar Panda, Gopalan Sajith, Ranajit Senko
arXiv (Cornell University)
Parallel Computing and Optimization Techniques
preprint

Sorting in PRAM, Parallel Comparison Model and Parallel External Memory Model

Manas Kumar Panda, Gopalan Sajith, Ranajit Senko
preprint en

Abstract

We study the problem of sorting on the Parallel Random Access Machine (PRAM), Parallel Comparison Model (PCM) and Parallel External Memory Model (PEM). On PRAM, we present a Concurrent Read Exclusive Write algorithm that runs in $O(\log n)$ time with $n$ processors; our algorithm is very different from Cole's Merge Sort. On PCM, we present the first optimal algorithm for sorting after AKS; our algorithm runs in $O(\log n/\logα)$ comparison rounds with $nα$ processors, for $1\leqα\leq n$. On PEM, we present a Concurrent Read Exclusive Write algorithm that sorts $N$ elements in $O\left(\log\frac{N}{B}\right)$ I/O rounds with $p\geq \frac{N}{B}$ processors.

arXiv (Cornell University)
Parallel Computing and Optimization Techniques
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