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From clarity to efficiency for distributed algorithms ?

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

28 Scopus citations

Abstract

This paper describes a very high-level language for clear description of distributed algorithms and optimizations necessary for generating efficient implementations. The language supports high-level control flows where complex synchronization conditions can be expressed using high-level queries, especially logic quantifications, over message history sequences. Unfortunately, the programs would be extremely inefficient, including consuming unbounded memory, if executed straightforwardly. We present new optimizations that automatically transform complex synchronization conditions into incremental updates of necessary auxiliary values as messages are sent and received. The core of the optimizations is the first general method for efficient implementation of logic quantifications. We have developed an operational semantics of the language, implemented a prototype of the compiler and the optimizations, and successfully used the language and implementation on a variety of important distributed algorithms.

Original languageEnglish
Title of host publicationSPLASH 2012
Subtitle of host publicationOOPSLA'12 - Proceedings of the 2012 ACM International Conference on Object Oriented Programming SystemsLanguages and Applications
Pages395-409
Number of pages15
DOIs
StatePublished - 2012
Event2012 ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications, OOPSLA 2012 - Tucson, AZ, United States
Duration: Oct 19 2012Oct 26 2012

Publication series

NameProceedings of the Conference on Object-Oriented Programming Systems, Languages, and Applications, OOPSLA

Conference

Conference2012 ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications, OOPSLA 2012
Country/TerritoryUnited States
CityTucson, AZ
Period10/19/1210/26/12

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