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Two concurrent data structures for efficient datalog query processing

Published: 10 February 2018 Publication History

Abstract

In recent years, Datalog has gained popularity for the implementation of advanced data analysis. Applications benefit from Datalog's high-level, declarative syntax, and availability of efficient algorithms for computing solutions. The efficiency of Datalog engines has reached a point where engines such as Soufflé have reported performance results comparable to low-level hand-crafted alternatives [3].

References

[1]
Serge Abiteboul, Richard Hull, and Victor Vianu (Eds.). 1995. Foundations of Databases: The Logical Level (1st ed.). Addison-Wesley Longman Publishing Co., Inc.
[2]
Goetz Graefe. 2010. A survey of B-tree locking techniques. ACM Transactions on Database Systems (TODS) 35, 3 (2010), 16.
[3]
Herbert Jordan, Bernhard Scholz, and Pavle Subotić. 2016. Soufflé: On Synthesis of Program Analyzers. In International Conference on Computer Aided Verification.
[4]
Christoph Lameter. 2005. Effective synchronization on Linux/NUMA systems. In Gelato Conference, Vol. 2005.
[5]
J. Whaley, D. Avots, M. Carbin, and M. S. Lam. 2005. Using Datalog with binary decision diagrams for program analysis. In APLAS. 97--118.

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Published In

cover image ACM Conferences
PPoPP '18: Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
February 2018
442 pages
ISBN:9781450349826
DOI:10.1145/3178487
  • cover image ACM SIGPLAN Notices
    ACM SIGPLAN Notices  Volume 53, Issue 1
    PPoPP '18
    January 2018
    426 pages
    ISSN:0362-1340
    EISSN:1558-1160
    DOI:10.1145/3200691
    Issue’s Table of Contents
Publication rights licensed to ACM. ACM acknowledges that this contribution was authored or co-authored by an employee, contractor or affiliate of a national government. As such, the Government retains a nonexclusive, royalty-free right to publish or reproduce this article, or to allow others to do so, for Government purposes only.

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Published: 10 February 2018

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