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Architectural Principles for Database Systems on Storage-Class Memory

Author:
Oukid, Ismail [DBLP]
Abstract
Storage-Class Memory (SCM) is a novel class of memory technologies that combine the byte addressability and low latency of DRAM with the density and non-volatility of traditional storage media. Hence, SCM can serve as persistent main memory, i.e., as main memory and storage at the same time. In this thesis, we dissect the challenges and pursue the opportunities brought by SCM to database systems. To solve the identified challenges, we devise necessary building blocks for enabling SCM-based database systems, namely memory management, data structures, transaction concurrency control, recovery techniques, and a testing framework against new failure scenarios stemming from SCM. Thereafter, we leverage these building blocks to build SOFORT, a novel hybrid SCM-DRAM transactional storage engine that places data, accesses it, and updates it directly in SCM, thereby doing away with traditional write-ahead logging and achieving near-instant recovery.
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Oukid, I., (2019). Architectural Principles for Database Systems on Storage-Class Memory. In: Grust, T., Naumann, F., Böhm, A., Lehner, W., Härder, T., Rahm, E., Heuer, A., Klettke, M. & Meyer, H. (Hrsg.), BTW 2019. Gesellschaft für Informatik, Bonn. (S. 477-486). DOI: 10.18420/btw2019-29
@inproceedings{mci/Oukid2019,
author = {Oukid, Ismail},
title = {Architectural Principles for Database Systems on Storage-Class Memory},
booktitle = {BTW 2019},
year = {2019},
editor = {Grust, Torsten AND Naumann, Felix AND Böhm, Alexander AND Lehner, Wolfgang AND Härder, Theo AND Rahm, Erhard AND Heuer, Andreas AND Klettke, Meike AND Meyer, Holger} ,
pages = { 477-486 } ,
doi = { 10.18420/btw2019-29 },
publisher = {Gesellschaft für Informatik, Bonn},
address = {}
}
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More Info

DOI: 10.18420/btw2019-29
ISBN: 978-3-88579-683-1
ISSN: 1617-5468
xmlui.MetaDataDisplay.field.date: 2019
Language: en (en)

Keywords

  • Non-Volatile Memory
  • Storage-Class Memory
  • Indexing
  • Transaction Processing
  • Memory Management
  • Testing
  • Recovery
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  • P289 - BTW2019 - Datenbanksysteme für Business, Technologie und Web [47]

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Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.