Exploiting hardware transactional memory in main-memory databases

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

82 Zitate (Scopus)

Abstract

So far, transactional memory - although a promising technique - suffered from the absence of an efficient hardware implementation. The upcoming Haswell microarchitecture from Intel introduces hardware transactional memory (HTM) in mainstream CPUs. HTM allows for efficient concurrent, atomic operations, which is also highly desirable in the context of databases. On the other hand HTM has several limitations that, in general, prevent a one-to-one mapping of database transactions to HTM transactions. In this work we devise several building blocks that can be used to exploit HTM in main-memory databases. We show that HTM allows to achieve nearly lock-free processing of database transactions by carefully controlling the data layout and the access patterns. The HTM component is used for detecting the (infrequent) conflicts, which allows for an optimistic, and thus very low-overhead execution of concurrent transactions.

OriginalspracheEnglisch
Titel2014 IEEE 30th International Conference on Data Engineering, ICDE 2014
Herausgeber (Verlag)IEEE Computer Society
Seiten580-591
Seitenumfang12
ISBN (Print)9781479925544
DOIs
PublikationsstatusVeröffentlicht - 2014
Veranstaltung30th IEEE International Conference on Data Engineering, ICDE 2014 - Chicago, IL, USA/Vereinigte Staaten
Dauer: 31 März 20144 Apr. 2014

Publikationsreihe

NameProceedings - International Conference on Data Engineering
ISSN (Print)1084-4627

Konferenz

Konferenz30th IEEE International Conference on Data Engineering, ICDE 2014
Land/GebietUSA/Vereinigte Staaten
OrtChicago, IL
Zeitraum31/03/144/04/14

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