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https://doi.org/10.1109/icdew....
Article . 2012 . Peer-reviewed
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Adaptive Index Buffer

Authors: Hannes Voigt; Tobias Jäkel; Thomas Kissinger; Wolfgang Lehner;

Adaptive Index Buffer

Abstract

With rapidly increasing datasets and more dynamic workloads, adaptive partial indexing becomes an important way to keep indexing efficiently. During times of changing workloads, the query performance suffers from inefficient tables scans while the index tuning mechanism adapts the partial index. In this paper we present the Adaptive Index Buffer. The Adaptive Index Buffer reduces the cost of table scans by quickly indexing tuples in memory until the partial index has adapted to the workload again. We explain the basic operating mode of an Index Buffer and discuss how it adapts to changing workload situations. Further, we present three experiments that show the Index Buffer at work.

Country
Germany
Keywords

ddc:004, Indexing, Radiation detectors, Partitioning algorithms, Airports, ddc:005, Indizierung, Strahlungsdetektoren, Partitionierungsalgorithmen, Flughäfen, info:eu-repo/classification/ddc/004, info:eu-repo/classification/ddc/005

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green