Big Data Management. (Record no. 987085)

001 - CONTROL NUMBER
control field EBC4744612
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
additional material characteristics m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 170619s2016 xx o ||||0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319454986
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9783319454979
035 ## - SYSTEM CONTROL NUMBER
System control number (MiAaPQ)EBC4744612
035 ## - SYSTEM CONTROL NUMBER
System control number (Au-PeEL)EBL4744612
035 ## - SYSTEM CONTROL NUMBER
System control number (CaPaEBR)ebr11299301
035 ## - SYSTEM CONTROL NUMBER
System control number (CaONFJC)MIL971648
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)963932181
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number HF4999.2-6182
082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 650
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) HF4999.2-6182
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name García Márquez, Fausto Pedro.
245 10 - TITLE STATEMENT
Title Big Data Management.
264 #1 -
-- Cham :
-- Springer International Publishing,
-- 2016.
264 #4 -
-- ©2017.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (274 pages)
336 ## - Content
Term text
Code txt
Content rdacontent
337 ## - Media
Term computer
Code c
Media rdamedia
338 ## - Carrier
Term online resource
Code cr
Carrier rdacarrier
490 0# - SERIES STATEMENT
Series statement eBooks on Demand
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Preface -- Contents -- About the Editors -- Visualizing Big Data: Everything Old Is New Again -- 1 Introduction -- 2 Case Study Data: Dominick's Finer Foods -- 3 Big Data: Pre-processing and Management -- 3.1 Data Pre-processing -- 3.2 Data Management -- 4 Big Data Visualization -- 4.1 Visualization Semiotics -- 4.2 Visualization of the DFF Database -- 5 Conclusions -- References -- Managing Cloud-Based Big Data Platforms: A Reference Architecture and Cost Perspective -- 1 Introduction -- 2 Big Data Processing in Cloud Environments -- 2.1 Generic Reference Architecture -- 2.2 Implementations of the Generic Reference Architecture -- 3 Cloud Pricing and Cost Perspective -- 3.1 Data Streams and Stream Processing -- 3.2 Data Storage -- 3.3 Hadoop Cluster -- 3.4 Data Warehouse -- 3.5 Machine Learning -- 4 Discussion -- 5 Conclusions and Outlook -- References -- 3 The Strategic Business Value of Big Data -- Abstract -- 1 Introduction -- 2 Strategic and Organizational Opportunities -- 2.1 Mapping a New Position on a Dynamic Industry -- 2.2 A Dynamic Organization in a Dynamic World -- 3 Big Data Strategies -- 4 Decision Making Under Big Data -- 5 Industry Applications -- 5.1 Retail -- 5.2 Manufacturing -- 5.3 Telecommunications -- 5.4 Public Sector Administration -- 5.5 Health Care -- 6 Conclusions -- References -- 4 A Review on Big Data Security and Privacy in Healthcare Applications -- Abstract -- 1 Big Data -- 1.1 Introduction -- 1.2 Big Data Technologies -- 2 E-Health or Medical and Health Informatics -- 2.1 Electronic Health Records (EHRs) -- 2.2 Social Health -- 3 Data Collection via Bio Informatics -- 3.1 Pharmacogenomics -- 4 Security and Privacy Issues in Big Data -- 4.1 Overview -- 4.2 Data Control -- 4.3 Instantaneous Security Analytics -- 4.4 Privacy-Maintaining Analytics -- 4.5 Data Leakage -- 4.5.1 Current Keys to Counter Data Leakage.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 4.5.2 Data Leakage Prevention -- 4.6 Data Privacy -- 4.7 Data Sharing -- 5 Open Questions -- 5.1 Who Will Own the Collected Data? -- 5.2 Which Type of Data to Be Collected and What Will Be the Amount, of Data to Be Stored? -- 5.3 What Will Be the Storage Location? -- 5.4 To Whom Patient's Medical Record Should Be Visible? -- 5.5 Is Disclosure of Information Without Patient Permission Allowed? -- 6 Conclusions -- References -- What Is Big Data -- 1 What Is Big Data -- 1.1 Predictions by Use of Big Data -- 1.2 Big Data and Hypotheses -- 1.3 Big Data and Electric Power -- 2 Why We Need Big Data -- 3 The Example of Big Data -- 4 Conclusions -- References -- Big Data for Conversational Interfaces: Current Opportunities and Prospects -- 1 Introduction -- 2 Spoken Language Recognition -- 3 Spoken Language Understanding -- 4 Dialog Management -- 5 Natural Language Generation -- 6 Text-To-Speech Synthesis -- 7 User Modeling and Evaluation of the System -- 8 Future Research and Challenges -- 9 Conclusions -- References -- 7 Big Data Analytics in Telemedicine: A Role of Medical Image Compression -- Abstract -- 1 Telemedicine -- 1.1 Types of Telemedicine -- 1.1.1 Real-Time -- 1.1.2 Store-and-Forward -- 1.2 Applications of Telemedicine -- 1.3 Use of ICT in Medical Field -- 2 Telemedicine in Rural Area -- 2.1 Application to Rural Areas -- 2.2 Connectivity and Bandwidth in Rural Area -- 2.3 Role of Compression in Telemedicine -- 3 DICOM Format -- 4 Image Compression -- 5 Static Predictors -- 5.1 Differential Coding -- 5.2 Lossless JPEG -- 5.3 EDPCM -- 6 Dynamic Predictor -- 6.1 Median Edge Detector -- 6.2 Gradient Adjusted Predictor -- 6.3 Calic -- 6.4 JPEG Lossless -- 6.5 Edge Enhanced Predictor -- 6.6 GAP with Positive Error Modelling -- 7 Block Coding -- 7.1 Block Truncation Coding -- 7.2 Predictor with Block Coding.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 7.3 Blocking Coding with Variable Block Size -- 7.4 Multidimensional Scanning of Blocks -- 8 Symmetry Based Compression -- 8.1 Concept of Symmetry -- 9 Volumetric Image Compression -- 10 Conclusion -- References -- 8 A Bundle-Like Algorithm for Big Data Network Design with Risk-Averse Signal Control Optimization -- Abstract -- 1 Introduction -- 2 A Big Data Network Design Model -- 2.1 Notation -- 2.2 The Lower Level Problem -- 2.2.1 The Cost Minimum (CM) Model -- 2.2.2 A Maximum Risk Model (MM) -- 2.2.3 A Maximum Risk Model with Mixed Routes (MM2) -- 2.2.4 A Weighted Sum Risk Equilibrium Model (WSM) -- 2.3 The Upper Level Problem -- 3 A Bundle-like Method -- 3.1 A Cutting Plane (CP) Model -- 3.2 A Proximal Bundle Method (PBM) -- 3.3 A Bounding Strategy -- 4 Numerical Computations -- 4.1 The First Example Road Network -- 4.2 The Second Example Road Network -- 4.3 The Third Example Road Network -- 5 Conclusions and Discussions -- Acknowledgements -- References -- 9 Evaluation of Evacuation Corridors and Traffic Big Data Management Strategies for Short-Notice Evacuation -- Abstract -- 1 Introduction -- 2 Literature Review -- 2.1 Contra-Flow Operation -- 2.2 Demand Loading and Staging Strategy -- 2.3 Traffic Simulation Tool DynusT -- 3 Background Description for Simulation -- 4 Evacuation Trip Demand Modeling -- 4.1 Background and Evacuation Trip Demands -- 4.2 Evacuation Trip Production and Attraction -- 4.3 Evacuation Trip Distribution and O-D Demand Table -- 5 Traffic Management Strategy Development -- 5.1 Baseline Traffic Management -- 5.2 Advanced Traffic Management Strategies -- 5.3 Traffic Signal Consideration -- 5.4 Simulation Calibration -- 6 Simulation Results and Analysis -- 6.1 Step 1-Evacuation Corridor Selection -- 6.2 Step 2-Traffic Management Strategy Evaluation -- 6.3 Step 3-Evacuation Demand Staging Effect -- 7 Conclusions.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note Acknowledgments -- References -- 10 Analyzing Network Log Files Using Big Data Techniques -- Abstract -- 1 Introduction -- 2 Big Data State-of-the-Art -- 2.1 The Hadoop Framework -- 3 Problem Description -- 3.1 Modeling the WiFi Log System -- 3.2 Solution Achieved -- 3.2.1 Layered Viewpoint -- 3.2.2 Application Behavior Viewpoint -- 4 Project Development -- 4.1 Working Methodology -- 5 Results -- 5.1 Cluster Configuration -- 5.2 Sample Results for Each Task -- 5.3 Dashboards Using R Charts and Data from Counters -- 5.4 Graphical Results -- 6 Conclusions -- Acknowledgments -- References -- 11 Big Data and Earned Value Management in Airspace Industry -- Abstract -- 1 Introduction -- 2 Big Data -- 3 Earned Value Management -- 4 EVM Extensions -- 5 Big Data and Earned Value Management -- 6 Conclusions -- References.
588 ## -
-- Description based on publisher supplied metadata and other sources.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lev, Benjamin.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading García Márquez, Fausto Pedro
Title Big Data Management
Place, publisher, and date of publication Cham : Springer International Publishing,c2016
International Standard Book Number 9783319454979
797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN)
Corporate name or jurisdiction name as entry element ProQuest (Firm)
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://ebookcentral.proquest.com/lib/uttyler/detail.action?docID=4744612">http://ebookcentral.proquest.com/lib/uttyler/detail.action?docID=4744612</a>
Link text Click here to view this ebook.
901 ## - LOCAL DATA ELEMENT A, LDA (RLIN)
Platform EBC
901 ## - LOCAL DATA ELEMENT A, LDA (RLIN)
Platform EBL
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Electronic Book
Source of classification or shelving scheme
Holdings
Withdrawn status Lost item Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Shelving location Date acquired Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type
          UT Tyler Online UT Tyler Online Online 2017-06-22 HF4999.2-6182 EBC4744612 2017-06-22 http://ebookcentral.proquest.com/lib/uttyler/detail.action?docID=4744612 2017-06-22 Electronic Book