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Concurrent cache-oblivious B-trees

  • Massachusetts Institute of Technology

Research output: Contribution to conferencePaperpeer-review

72 Scopus citations

Abstract

This paper presents concurrent cache-oblivious (CO) B-trees. We extend the cache-oblivious model to a parallel or distributed setting and present three concurrent CO B-trees. Our first data structure is a concurrent lock-based exponential CO B-tree. This data structure supports insertions and non-blocking searches/successor queries. The second and third data structures are lock-based and lock-free variations, respectively, on the packed-memory CO B-tree. These data structures support range queries and deletions in addition to the other operations. Each data structure achieves the same serial performance as the original data structure on which it is based. In a concurrent setting, we show that these data structures are linearizable, meaning that completed operations appear to an outside viewer as though they occurred in some serialized order. The lock-based data structures are also deadlock free, and the lock-free data structure guarantees forward progress by at least one process.

Original languageEnglish
Pages228-237
Number of pages10
DOIs
StatePublished - 2005
EventSeventeenth Annual ACM Symposium on Parallelism in Algorithms and Architectures - Las Vegas, NV, United States
Duration: Jul 18 2005Jul 20 2005

Conference

ConferenceSeventeenth Annual ACM Symposium on Parallelism in Algorithms and Architectures
Country/TerritoryUnited States
CityLas Vegas, NV
Period07/18/0507/20/05

Keywords

  • Cache-Oblivious B-tree
  • Concurrent B-tree
  • Exponential Tree
  • Lock Free
  • Non-Blocking
  • Packed-Memory Array

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