(WFRF:(Ali M)) mspu:(conferencepaper) pers:(Ghodsi Ali)
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Bolt-on causal consistency
- Bailis, P. (author)
-
- Ghodsi, Ali (author)
- KTH,Programvaruteknik och Datorsystem, SCS
- Hellerstein, J. M. (author)
- show more...
- Stoica, I. (author)
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- (creator_code:org_t)
- 2013-06-22
- 2013
- English.
- In: SIGMOD '13 Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data. - New York, NY, USA : Association for Computing Machinery (ACM). - 9781450320375 ; , s. 761-772
- Conference paper (peer-reviewed)
Abstract
Subject headings
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- We consider the problem of separating consistency-related safety properties from availability and durability in distributed data stores via the application of a "bolt-on" shim layer that upgrades the safety of an underlying general-purpose data store. This shim provides the same consistency guarantees atop a wide range of widely deployed but often inflexible stores. As causal consistency is one of the strongest consistency models that remain available during system partitions, we develop a shim layer that upgrades eventually consistent stores to provide convergent causal consistency. Accordingly, we leverage widely deployed eventually consistent infrastructure as a common substrate for providing causal guarantees. We describe algorithms and shim implementations that are suitable for a large class of application-level causality relationships and evaluate our techniques using an existing, production-ready data store and with real-world explicit causality relationships.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Keyword
- Causal consistency
- Eventual consistency
- Separation of concerns
Publication and Content Type
- ref (subject category)
- kon (subject category)
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