Limited-Use Atomic Snapshots with Polylogarithmic Step Complexity

James Aspnes, Hagit Attiya, Keren Censor-Hillel, Faith Ellen

Research output: Contribution to journalArticlepeer-review

Abstract

This article presents a novel implementation of a snapshot object for n processes, with O(log2blogn) step complexity for update operations and O(log b) step complexity for scan operations, where b is the number of updates. The algorithm uses only reads and writes. For polynomially many updates, this is an exponential improvement on previous snapshot algorithms, which have linear step complexity. It overcomes the existing Ω(n) lower bound on step complexity by having the step complexity depend on the number of updates. The key to this implementation is the construction of a new object consisting of a pair of max registers that supports a scan operation.

Original languageEnglish
Pages (from-to)3
Number of pages1
JournalJournal of the ACM
Volume62
Issue number1
DOIs
StatePublished - 1 Feb 2015

Keywords

  • Algorithms
  • Concurrent objects
  • Theory
  • atomic snapshot
  • generalized counters
  • restricted-use objects

All Science Journal Classification (ASJC) codes

  • Software
  • Control and Systems Engineering
  • Information Systems
  • Hardware and Architecture
  • Artificial Intelligence

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