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Declarative programming for the cloud

Published: 26 October 2013 Publication History

Abstract

I will present the LogicBlox database and describe business applications that use it. The LogicBlox database marries declarative programming (logic-based specifications) with cloud deployment over large datasets. The database is programmed with a variant of the Datalog programming language. The flexibility of declarative programming allows us to integrate both traditional business application development and "probabilistic" applications: machine-learning or search-based solutions, as required by the domain. Our approach aims to eliminate the distance between prototyping and deployed, high-performance implementations. I will discuss real customer applications and actual deployment instances that elastically adapt to several thousands of machines.

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cover image ACM Conferences
SPLASH '13: Proceedings of the 2013 companion publication for conference on Systems, programming, & applications: software for humanity
October 2013
192 pages
ISBN:9781450319959
DOI:10.1145/2508075
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 October 2013

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Author Tags

  1. database
  2. elasticity
  3. logic programming
  4. machine-learning
  5. scalability

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