A Course in In-Memory Data Management (Record no. 50686)

000 -LEADER
fixed length control field 04160nam a22005295i 4500
001 - CONTROL NUMBER
control field 978-3-642-36524-9
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200420211741.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130423s2013 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9783642365249
-- 978-3-642-36524-9
082 04 - CLASSIFICATION NUMBER
Call Number 650
082 04 - CLASSIFICATION NUMBER
Call Number 658.05
100 1# - AUTHOR NAME
Author Plattner, Hasso.
245 12 - TITLE STATEMENT
Title A Course in In-Memory Data Management
Sub Title The Inner Mechanics of In-Memory Databases /
300 ## - PHYSICAL DESCRIPTION
Number of Pages XXIII, 297 p.
505 0# - FORMATTED CONTENTS NOTE
Remark 2 Introduction -- The Future of Enterprise Computing: New Requirements for Enterprise Computing -- Enterprise Application Characteristics -- Changes in Hardware -- A Blueprint of SanssouciDB -- Foundations of Database Storage Techniques: Dictionary Encoding -- Compression -- Data Layout in Main Memory -- Partitioning -- In-Memory Database Operators: Delete.-  Insert -- Update.- Tuple Reconstruction -- Scan Performance -- Select -- Materialization Strategies.- Parallel Data Processing -- Indices -- Join -- Aggregate Functions -- Parallel Select -- Workload Management and Scheduling -- Parallel Join -- Parallel Aggregation -- Advanced Database Storage Techniques: Differential Buffer -- Insert- Only -- The Merge Process -- Logging -- Recovery -- On-the-fly Database Reorganization -- Foundations for a New Enterprise Application Development Era: Implications on Application Development -- Database Views -- Handling Business Objects -- Bypass Solution -- Self Test Solution.
520 ## - SUMMARY, ETC.
Summary, etc 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 the first online course on the openHPI e-learning platform, which was launched in autumn 2012 with more than 13,000 learners. The book is designed for students of computer science, software engineering, and IT related subjects. However, it addresses business experts, decision makers, 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. Readers are lead to understand the radical differences and advantages of the new technology over traditional row-oriented disk-based databases.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
General subdivision Data processing.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-36524-9
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg :
-- Imprint: Springer,
-- 2013.
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
-- rdacarrier
347 ## -
-- text file
-- PDF
-- rda
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Business.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Information technology.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Business
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Database management.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Data mining.
650 14 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Business and Management.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- IT in Business.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Database Management.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Data Mining and Knowledge Discovery.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Information Systems Applications (incl. Internet).
912 ## -
-- ZDB-2-SBE

No items available.