Non-volatile memory database management systems:
This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). The advent of NVM will fundamentally change the dichotomy between volatile memory and durable storage in DBMSs. These new NVM devices are almost as fast as volatile memory, but all writes to the...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[San Rafael, California]
Morgan & Claypool Publishers
[2019]
|
| Schriftenreihe: | Synthesis lectures on data management
#55 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). The advent of NVM will fundamentally change the dichotomy between volatile memory and durable storage in DBMSs. These new NVM devices are almost as fast as volatile memory, but all writes to them are persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because their internal architectures are predicated on the assumption that memory is volatile. With NVM, many of the components of legacy DBMSs are unnecessary and will degrade the performance of data-intensive applications. We present the design and implementation of DBMS architectures that are explicitly tailored for NVM. The book focuses on three aspects of a DBMS: (1) logging and recovery, (2) storage and buffer management, and (3) indexing. First, we present a logging and recovery protocol that enables the DBMS to support near-instantaneous recovery. Second, we propose a storage engine architecture and buffer management policy that leverages the durability and byte-addressability properties of NVM to reduce data duplication and data migration. Third, the book presents the design of a range index tailored for NVM that is latch-free yet simple to implement. All together, the work described in this book illustrates that rethinking the fundamental algorithms and data structures employed in a DBMS for NVM improves performance and availability, reduces operational cost, and simplifies software development |
| Beschreibung: | Part of: Synthesis digital library of engineering and computer science Title from PDF title page (viewed on February 26, 2019) |
| Beschreibung: | 1 Online-Resource (xvii, 173 Seiten) Illustrationen |
| ISBN: | 9781681734859 |
| DOI: | 10.2200/S00891ED1V01Y201812DTM055 |
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| 520 | |a This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). The advent of NVM will fundamentally change the dichotomy between volatile memory and durable storage in DBMSs. These new NVM devices are almost as fast as volatile memory, but all writes to them are persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because their internal architectures are predicated on the assumption that memory is volatile. With NVM, many of the components of legacy DBMSs are unnecessary and will degrade the performance of data-intensive applications. We present the design and implementation of DBMS architectures that are explicitly tailored for NVM. The book focuses on three aspects of a DBMS: (1) logging and recovery, (2) storage and buffer management, and (3) indexing. First, we present a logging and recovery protocol that enables the DBMS to support near-instantaneous recovery. Second, we propose a storage engine architecture and buffer management policy that leverages the durability and byte-addressability properties of NVM to reduce data duplication and data migration. Third, the book presents the design of a range index tailored for NVM that is latch-free yet simple to implement. All together, the work described in this book illustrates that rethinking the fundamental algorithms and data structures employed in a DBMS for NVM improves performance and availability, reduces operational cost, and simplifies software development | ||
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Datensatz im Suchindex
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| author | Arulraj, Joy Pavlo, Andrew |
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| dewey-sort | 3621.39732 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.2200/S00891ED1V01Y201812DTM055 |
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| id | DE-604.BV046427642 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:44:19Z |
| institution | BVB |
| isbn | 9781681734859 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031839945 |
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| spelling | Arulraj, Joy Verfasser (DE-588)1185769765 aut Non-volatile memory database management systems Joy Arulraj, Andrew Pavlo [San Rafael, California] Morgan & Claypool Publishers [2019] © 2019 1 Online-Resource (xvii, 173 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Synthesis lectures on data management #55 Part of: Synthesis digital library of engineering and computer science Title from PDF title page (viewed on February 26, 2019) This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). The advent of NVM will fundamentally change the dichotomy between volatile memory and durable storage in DBMSs. These new NVM devices are almost as fast as volatile memory, but all writes to them are persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because their internal architectures are predicated on the assumption that memory is volatile. With NVM, many of the components of legacy DBMSs are unnecessary and will degrade the performance of data-intensive applications. We present the design and implementation of DBMS architectures that are explicitly tailored for NVM. The book focuses on three aspects of a DBMS: (1) logging and recovery, (2) storage and buffer management, and (3) indexing. First, we present a logging and recovery protocol that enables the DBMS to support near-instantaneous recovery. Second, we propose a storage engine architecture and buffer management policy that leverages the durability and byte-addressability properties of NVM to reduce data duplication and data migration. Third, the book presents the design of a range index tailored for NVM that is latch-free yet simple to implement. All together, the work described in this book illustrates that rethinking the fundamental algorithms and data structures employed in a DBMS for NVM improves performance and availability, reduces operational cost, and simplifies software development Nonvolatile random-access memory Datenbanksystem (DE-588)4113276-2 gnd rswk-swf Nichtflüchtiger Speicher (DE-588)4728810-3 gnd rswk-swf Datenbanksystem (DE-588)4113276-2 s Nichtflüchtiger Speicher (DE-588)4728810-3 s DE-604 Pavlo, Andrew Verfasser (DE-588)1185777849 aut Erscheint auch als Druck-Ausgabe, hardcover 978-1-68173-486-6 Erscheint auch als Druck-Ausgabe, paperback 978-1-68173-484-2 Synthesis lectures on data management #55 (DE-604)BV036731811 55 https://doi.org/10.2200/S00891ED1V01Y201812DTM055 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Arulraj, Joy Pavlo, Andrew Non-volatile memory database management systems Synthesis lectures on data management Nonvolatile random-access memory Datenbanksystem (DE-588)4113276-2 gnd Nichtflüchtiger Speicher (DE-588)4728810-3 gnd |
| subject_GND | (DE-588)4113276-2 (DE-588)4728810-3 |
| title | Non-volatile memory database management systems |
| title_auth | Non-volatile memory database management systems |
| title_exact_search | Non-volatile memory database management systems |
| title_full | Non-volatile memory database management systems Joy Arulraj, Andrew Pavlo |
| title_fullStr | Non-volatile memory database management systems Joy Arulraj, Andrew Pavlo |
| title_full_unstemmed | Non-volatile memory database management systems Joy Arulraj, Andrew Pavlo |
| title_short | Non-volatile memory database management systems |
| title_sort | non volatile memory database management systems |
| topic | Nonvolatile random-access memory Datenbanksystem (DE-588)4113276-2 gnd Nichtflüchtiger Speicher (DE-588)4728810-3 gnd |
| topic_facet | Nonvolatile random-access memory Datenbanksystem Nichtflüchtiger Speicher |
| url | https://doi.org/10.2200/S00891ED1V01Y201812DTM055 |
| volume_link | (DE-604)BV036731811 |
| work_keys_str_mv | AT arulrajjoy nonvolatilememorydatabasemanagementsystems AT pavloandrew nonvolatilememorydatabasemanagementsystems |