The Resource A Course in In-Memory Data Management : The Inner Mechanics of In-Memory Databases, by Hasso Plattner, (electronic resource)

A Course in In-Memory Data Management : The Inner Mechanics of In-Memory Databases, by Hasso Plattner, (electronic resource)

Label
A Course in In-Memory Data Management : The Inner Mechanics of In-Memory Databases
Title
A Course in In-Memory Data Management
Title remainder
The Inner Mechanics of In-Memory Databases
Statement of responsibility
by Hasso Plattner
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
Recent achievements in hardware and software development, such as multi-core CPUs and DRAM capacities of multiple terabytes per server, enabled the introduction of a revolutionary technology: in-memory data management. This technology supports the flexible and extremely fast analysis of massive amounts of enterprise data. Professor Hasso Plattner and his research group at the Hasso Plattner Institute in Potsdam, Germany, have been investigating and teaching the corresponding concepts and their adoption in the software industry for years. This book is based on an online course that was first launched in autumn 2012 with more than 13,000 enrolled students and marked the successful starting point of the openHPI e-learning platform. The course is mainly designed for students of computer science, software engineering, and IT related subjects, but addresses business experts, software developers, technology experts, and IT analysts alike. Plattner and his group focus on exploring the inner mechanics of a column-oriented dictionary-encoded in-memory database. Covered topics include - amongst others - physical data storage and access, basic database operators, compression mechanisms, and parallel join algorithms. Beyond that, implications for future enterprise applications and their development are discussed. Step by step, readers will understand the radical differences and advantages of the new technology over traditional row-oriented, disk-based databases. In this completely revised 2nd edition, we incorporate the feedback of thousands of course participants on openHPI and take into account latest advancements in hard- and software. Improved figures, explanations, and examples further ease the understanding of the concepts presented. We introduce advanced data management techniques such as transparent aggregate caches and provide new showcases that demonstrate the potential of in-memory databases for two diverse industries: retail and life sciences
http://library.link/vocab/creatorName
Plattner, Hasso
Image bit depth
0
LC call number
HF54.5-54.56
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
http://library.link/vocab/subjectName
  • Economics
  • Database management
  • Data mining
  • Management information systems
  • Economics/Management Science
  • Business Information Systems
  • Database Management
  • Data Mining and Knowledge Discovery
  • Information Systems Applications (incl. Internet)
Label
A Course in In-Memory Data Management : The Inner Mechanics of In-Memory Databases, by Hasso Plattner, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Part I: The Future of Enterprise Computing -- Part II: Foundations of Database Storage Techniques -- Part III: In-Memory Database Operators -- Part IV: Advanced Database Storage Techniques -- Part V: Principles for Enterprise Application Development -- Self Test Solutions
Dimensions
unknown
Edition
2nd ed. 2014.
Extent
XXIII, 312 p. 125 illus., 62 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783642552700
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-642-55270-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-642-55270-0
Label
A Course in In-Memory Data Management : The Inner Mechanics of In-Memory Databases, by Hasso Plattner, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Part I: The Future of Enterprise Computing -- Part II: Foundations of Database Storage Techniques -- Part III: In-Memory Database Operators -- Part IV: Advanced Database Storage Techniques -- Part V: Principles for Enterprise Application Development -- Self Test Solutions
Dimensions
unknown
Edition
2nd ed. 2014.
Extent
XXIII, 312 p. 125 illus., 62 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783642552700
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-642-55270-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-642-55270-0

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