The CAP Theorem Versus Databases with Relaxed ACID properties

Lars Frank, Rasmus Ulslev Pedersen, Christian Havnø Frank, N. Jesper Larsson

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningpeer review

    Abstrakt

    The CAP theorem combines the three desirable properties C (data consistency), A (data availability), and P (partition-tolerance: tolerance of inconsistencies between data stored in a distributed database where partitions are allowed). The CAP theorem asserts that any distributed system that uses data from different locations can have at most two of the three desirable CAP properties [5]. The NoSQL movement has applied the CAP theorem as an argument against traditional ACID (atomicity, consistency, isolation, and durability) databases, which prioritize consistency and partition-tolerance at the cost of a potentially low availability. Recently, Brewer [4] has modified the CAP theorem, pointing out that all the CAP properties are more or less continuous, and possible to optimize, weighing them against each other., in practice it is possible for an application area to have both relative high availability and sufficient data consistency, despite the presence of network partitions.
    The overall objective of this paper is to improve the CAP optimization methods by using optimization techniques outside of those preferred in CAP optimization literature. The main contribution is to use relaxed ACID properties in the CAP optimization process. This may be viewed as a bridge between the CAP theorem and the traditional ACID theory. Traditional ACID properties are weakened, but not completely dropped, in order to optimize CAP properties. From a user point of view, systems should thus function as if both the traditional ACID properties and all the CAP properties were implemented.
    This optimizing is especially important in mobile integrated databases, where disconnections are normal and frequent. It is also important in distributed databases like EHR (electronic Health Records) where many different hospital locations are involved, since the risk for disconnections increases with the number of participating locations. We use distributed integrated EHR databases as an example where our optimizing method may contribute.
    OriginalsprogEngelsk
    TitelThe 8th International Conference on Ubiquitous Information Management and Communication
    RedaktørerDongsoo S. Kim, Sang-Wook Kim
    Antal sider7
    UdgivelsesstedNew York
    ForlagAssociation for Computing Machinery
    Publikationsdato2014
    Artikelnummer78
    ISBN (Trykt)9781450326445
    DOI
    StatusUdgivet - 2014
    BegivenhedThe 8th International Conference on Ubiquitous Information Management and Communication - Siem Reap, Cambodja
    Varighed: 9 jan. 201411 jan. 2014
    Konferencens nummer: 8
    http://www.imcom.org/

    Konference

    KonferenceThe 8th International Conference on Ubiquitous Information Management and Communication
    Nummer8
    LandCambodja
    BySiem Reap
    Periode09/01/201411/01/2014
    Andet(ICUIMC)
    Internetadresse

    Emneord

    • CAP theorem
    • Consistency
    • Availability
    • Partition-tolerance
    • ACID properties
    • Relaxed atomicity property
    • NoSQL
    • Distributed systems
    • EHR (Electronic Health Records)
    • Automatic process control

    Citationsformater