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Erschienen in: The VLDB Journal 4/2016

01.08.2016 | Regular Paper

External sorting on flash storage: reducing cell wearing and increasing efficiency by avoiding intermediate writes

verfasst von: Yaron Kanza, Hadas Yaari

Erschienen in: The VLDB Journal | Ausgabe 4/2016

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Abstract

This paper studies the problem of how to conduct external sorting on flash drives while avoiding intermediate writes to the disk. The focus is on sort in portable electronic devices, where relations are only larger than the main memory by a small factor, and on sort as part of distributed processes where relations are frequently partially sorted. In such cases, sort algorithms that refrain from writing intermediate results to the disk have three advantages over algorithms that perform intermediate writes. First, on devices in which read operations are much faster than writes, such methods are efficient and frequently outperform Merge Sort. Secondly, they reduce flash cell degradation caused by writes. Thirdly, they can be used in cases where there is not enough disk space for the intermediate results. Novel sort algorithms that avoid intermediate writes to the disk are presented. An experimental evaluation, on different flash storage devices, shows that in many cases the new algorithms can extend the lifespan of the devices by avoiding unnecessary writes to the disk, while maintaining efficiency, in comparison with Merge Sort.

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Fußnoten
1
We used a standard C++ implementation of Quicksort, with random pivot.
 
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Metadaten
Titel
External sorting on flash storage: reducing cell wearing and increasing efficiency by avoiding intermediate writes
verfasst von
Yaron Kanza
Hadas Yaari
Publikationsdatum
01.08.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
The VLDB Journal / Ausgabe 4/2016
Print ISSN: 1066-8888
Elektronische ISSN: 0949-877X
DOI
https://doi.org/10.1007/s00778-016-0426-5

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