An Efficient Algorithm for Concurrent Priority Queue Heaps.

Abstract

We present a new algorithm for concurrent access to array-based priority queue heaps. Deletions proceed top-down as they do in a previous algorithm due to Rao and Kumar, but insertions proceed bottom-up, and consecutive insertions use a bit-reversal technique to scatter accesses across the fringe of the tree, to reduce contention. Because insertions do not have to traverse the entire height of the tree (as they do in previous work), as many as O(M) operations can proceed in parallel, rather than O(log M) on a heap of size M. Experimental results on a Silicon Graphics Challenge multiprocessor demonstrate good overall performance for the new algorithm on small heaps, and significant performance improvements over known alternatives on large heaps with mixed insertion/deletion workloads. (AN)

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 1994
Accession Number
ADA299952

Entities

People

  • Galen C. Hunt
  • Maged M. Michael
  • Michael L. Scott
  • Srinivasen Parthasarathy

Organizations

  • University of Rochester

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Algorithms
  • Classification
  • Computations
  • Computer Science
  • Computers
  • Graphics
  • Information Science
  • Information Systems
  • Instructions
  • Mathematics
  • Measurement
  • Military Research
  • Multiprocessors
  • Multithreading
  • Trees (Data Structures)
  • Workload

Fields of Study

  • Computer science

Readers

  • Graph Algorithms and Convex Optimization.
  • Parallel and Distributed Computing.