| 000 -LEADER |
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| fixed length control field |
08407nam a22007211i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
8642565 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20200413152928.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190226s2019 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781681734859 |
| Qualifying information |
ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781681734866 |
| Qualifying information |
hardcover |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781681734842 |
| Qualifying information |
paperback |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00891ED1V01Y201812DTM055 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl000409036 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1088564219 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TK7895.M4 |
| Item number |
A795 2019 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
621.39732 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Arulraj, Joy, |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Non-volatile memory database management systems / |
| Statement of responsibility, etc. |
Joy Arulraj, Andrew Pavlo. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
[San Rafael, California] : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2019. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xvii, 173 pages) : |
| Other physical details |
illustrations. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on data management, |
| International Standard Serial Number |
2153-5426 ; |
| Volume/sequential designation |
# 55 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 157-172). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- 1.1 Book overview -- 1.2 Contributions -- 1.3 Outline -- 1.4 Related work -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. The case for a NVM-oriented DBMS -- 2.1 Persisting data on NVM -- 2.2 NVM-only architecture -- 2.2.1 Memory-oriented system -- 2.2.2 Disk-oriented system -- 2.3 NVM+DRAM architecture -- 2.3.1 Anti-caching system -- 2.3.2 Disk-oriented system -- 2.4 Experimental evaluation -- 2.4.1 System configuration -- 2.4.2 Benchmarks -- 2.4.3 NVM-only architecture -- 2.4.4 NVM+DRAM architecture -- 2.4.5 Recovery -- 2.5 Goal of this dissertation -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Storage management -- 3.1 DBMS testbed -- 3.1.1 In-place updates engine (InP) -- 3.1.2 Copy-on-write updates engine (CoW) -- 3.1.3 Log-structured updates engine (Log) -- 3.2 NVM-aware engines -- 3.2.1 In-place updates engine (NVM-InP) -- 3.2.2 Copy-on-write updates engine (NVM-CoW) -- 3.2.3 Log-structured updates engine (NVM-Log) -- 3.3 Experimental evaluation -- 3.3.1 Benchmarks -- 3.3.2 Runtime performance -- 3.3.3 Reads and writes -- 3.3.4 Recovery -- 3.3.5 Execution time breakdown -- 3.3.6 Storage footprint -- 3.3.7 Analytical cost model -- 3.3.8 Impact of B+tree node size -- 3.3.9 NVM instruction set extensions -- 3.3.10 Discussion -- 3.4 Summary -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Logging and recovery -- 4.1 Recovery principles -- 4.2 Write-ahead logging -- 4.2.1 Runtime operation -- 4.2.2 Commit protocol -- 4.2.3 Recovery protocol -- 4.3 Write-behind logging -- 4.3.1 Runtime operation -- 4.3.2 Commit protocol -- 4.3.3 Recovery protocol -- 4.4 Replication --4.4.1 Replication schemes -- 4.4.2 Record format -- 4.5 Experimental evaluation -- 4.5.1 Benchmarks -- 4.5.2 Runtime performance -- 4.5.3 Recovery time -- 4.5.4 Storage footprint -- 4.5.5 Replication -- 4.5.6 Impact of NVM latency -- 4.5.7 NVM instruction set extensions -- 4.5.8 Instant recovery protocol -- 4.5.9 Impact of group commit latency -- 4.6 Summary -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Buffer management -- 5.1 Buffer management principles -- 5.2 NVM-aware buffer management -- 5.2.1 New data migration paths -- 5.2.2 Bypass DRAM during reads -- 5.2.3 Bypass DRAM during writes -- 5.2.4 Bypass NVM during reads -- 5.2.5 Bypass NVM during writes -- 5.3 Adaptive data migration -- 5.4 Storage hierarchy selection -- 5.4.1 Hierarchical storage system model -- 5.4.2 Storage hierarchy recommender system -- 5.5 Trace-driven buffer manager -- 5.6 Experimental evaluation -- 5.6.1 Experimental setup -- 5.6.2 Workload skew characterization -- 5.6.3 Impact of NVM on runtime performance -- 5.6.4 Storage hierarchy recommendation -- 5.6.5 Data migration policies -- 5.6.6 Buffer management policy comparison -- 5.6.7 Adaptive data migration -- 5.7 Summary -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
6. Indexing -- 6.1 Persistent multi-word CAS -- 6.1.1 Durability -- 6.1.2 Execution -- 6.2 BzTree architecture and design -- 6.2.1 Architecture -- 6.2.2 Complexity and performance -- 6.3 BzTree nodes -- 6.3.1 Node layout -- 6.3.2 Leaf node operations -- 6.3.3 Leaf node consolidation -- 6.3.4 Internal node operations -- 6.4 Structure modifications -- 6.4.1 Prioritizing structure modifications -- 6.4.2 Node split -- 6.4.3 Node merge -- 6.4.4 Interplay between algorithms -- 6.5 BzTree durability and recovery -- 6.5.1 Persistent memory allocation -- 6.5.2 Durability -- 6.5.3 Recovery -- 6.6 Experimental evaluation -- 6.6.1 Design complexity -- 6.6.2 Runtime performance -- 6.6.3 Durability -- 6.6.4 Scan performance -- 6.6.5 PMWCAS statistics -- 6.6.6 Sensitivity analysis -- 6.6.7 Memory footprint -- 6.6.8 Execution time breakdown -- 6.7 Summary -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
7. Related work -- 7.1 Logging and recovery -- 7.2 File-systems -- 7.3 Replication -- 7.4 Memory management -- 7.5 Hardware support -- 7.6 Software testing -- 7.7 Latch-free indexes -- 7.8 Multi-word CAS -- 7.9 Persistent indexes -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
8. Future work -- 8.1 Query optimization -- 8.2 Query processing algorithms -- 8.3 Access methods -- 8.4 Larger-than-memory databases -- 8.5 SQL extensions -- 8.6 Testing -- 8.7 High availability -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
9. Conclusion -- A. Non-volatile memory emulation -- A.1 NVM hardware emulator -- A.1.1 NUMA interface -- A.1.2 PMFS interface -- A.2 NVM-aware memory allocator -- A.3 Intel optane NVM DIMMs -- B. Benchmarks -- B.1 YCSB -- B.2 TPC-C -- B.3 Voter -- B.4 CH-benCHmark -- B.5 AuctionMark -- C. H-store DBMS -- C.1 Architectural overview -- C.1.1 Transaction coordinator -- C.1.2 Execution engine -- C.1.3 Storage layer -- C.1.4 Recovery mechanism -- C.1.5 Replication -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Bibliography -- Authors' biographies. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on February 26, 2019). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Nonvolatile random-access memory. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
non-volatile memory |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
database management system |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
logging and recovery |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
storage management |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
buffer management |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
indexing |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pavlo, Andrew, |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781681734866 |
| -- |
9781681734842 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on data management ; |
| Volume/sequential designation |
# 55. |
| International Standard Serial Number |
2153-5426 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
https://ieeexplore.ieee.org/servlet/opac?bknumber=8642565 |
