Index

Citation

Manoharan, S.G.S., Subramaniam, R. and Mohapatra, S. (2023), "Index", Enabling Strategic Decision-Making in Organizations Through Dataplex, Emerald Publishing Limited, Leeds, pp. 151-156. https://doi.org/10.1108/978-1-80455-051-920231018

Publisher

:

Emerald Publishing Limited

Copyright © 2023 Siva Ganapathy Subramanian Manoharan, Rajalakshmi Subramaniam and Sanjay Mohapatra

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INDEX

Academic decision-making practices

, 22

Accenture

, 60

Access zone

, 81

Accountability

, 17

Accuracy

, 17

Active metadata

, 97

Administrative functions

, 51

Allocation schema

, 47

American Airline

, 56

Analytical technologies

, 99

Apache Kafka

, 60

Apache Spark

, 59

Application programming interface (API)

, 72, 131

Architecture of data

, 69

Archive tables (ATs)

, 84

Archive templates

, 86

Archiving of data

, 78, 84–86

Artificial intelligence (AI)

, 29

Assets

, 58, 132

steps in creating assets in curated zone

, 134

steps in creating assets in raw zone

, 133

Audit

, 126

Augmented analytics

, 99

Autonomous database

, 35

Autonomous homogeneous DDBMS

, 46

Backup storage

, 83

Banking, data silos in

, 113–115

Behavioral metadata

, 96

Big Data

, 28

Big Data Analytics

, 67

BigQuery

, 57, 59

Business intelligence (BI)

, 91

Business uses

, 99

Business-to-business (B2B)

, 33

Business-to-customer (B2C)

, 33

CCPA

, 36

Center of Excellence (CoE)

, 72–73

Centralized DBMS

, 40–41

Choice

, 4

Client satisfaction

, 112

Clinical decision method

, 21

Clinical reasoning

, 21

Cloud computing

, 29

Cloud silos

, 107

Cloud storage

, 83

Cloud-based apps and systems

, 108

Codes of conduct

, 30

Cognitive intuition

, 3–4

Collection of data

, 77–78

Collibra

, 60

Commit protocols (CPs)

, 51

Compact discs

, 82

Component schema

, 49–50

Computer capital

, 30

Computer network (CN)

, 31

Conceptual schema

, 44–45

Concurrency control protocols (CCPs)

, 51

Condition

, 121

Conditional RB (CRB)

, 121

Confluent

, 60

Consumption centric

, 99–100

Convenience

, 37

Coordinating

, 2

CPM in dataplex

, 127–128

Creation of data

, 77–78

Cross-disciplinary

, 29

Curated zone, steps in creating assets in

, 134

“Custom-made” solution

, 4

Cyber physical systems (CPS)

, 29

Cyber security

, 39

Data analysts

, 66–67

Data analytics

, 65

achieving strategic decision-making through integrated data analytics

, 70

curating, analyzing, and integrating large-scale data using dataplex

, 68–69

importance of data analytics in today’s organizations

, 67–68

mapping DaaP with dataplex

, 70–74

types

, 66–67

Data as a Product (DaaP)

, 65

mapping DaaP with dataplex

, 70–74

Data catalog

, 92

Data culture, steps in building

, 116–117

Data domains

, 72

Data in decision-making at strategic level

, 14

accountability

, 17

accuracy and timeliness of decisions

, 17

improving regulatory compliance

, 17

optimizing decision-making process

, 16–17

Data intelligence (DI)

, 60–61, 91

application of DI at organizations

, 95–97

benefits of DI at organizations

, 97–100

through dataplex

, 100–101

limitations and challenges

, 101–103

non-technical challenges

, 102–103

technical challenges

, 102

Data lakes (DLs)

, 79

Data lifecycle management (DLM)

, 77–79

limitations and challenges of applying dataplex in

, 87–88

Data lineage

, 92

Data management

, 33–36

Data mining

, 67

Data processor

, 43–44

Data science

, 91

Data silos

, 107

in banking

, 113–115

in healthcare

, 109–111

in retail industry

, 112–113

Data strategy

, 35

Data stream

, 72

Data zones

, 79

Data-driven decision-making

, 15

Data-driven organization

, 116

Data-driven strategy

, 118, 120

Database management system (DBMS)

, 39

types of

, 40

DataFlow

, 57–58

DataFusion

, 58

Dataplex

, 56

advantages of dataplex to today’s organizations

, 62

best practices for deploying

, 134–135

CPM and governance in

, 127–128

curating, analyzing, and integrating large-scale data using

, 68–69

deploying dataplex at organizations

, 131–132

DI through

, 100–101

do’s and don’ts deploying

, 135

functions

, 58–59

key features

, 60–61

limitations and challenges of applying dataplex in DLM

, 87–88

limitations and challenges of deploying dataplex on real-time basis

, 139–140

mapping DaaP with

, 70–74

monitoring and auditing data in

, 125–127

organizational benefits of dataplex solution

, 137–139

policy management and governance in implementing

, 120–125

recommendations for practitioners

, 141

single-click permission to IA

, 59–60

steps in creating assets in curated zone

, 134

steps in creating assets in raw zone

, 133

steps in creating zone in dataplex lake

, 133

strategies for future enhancement

, 140–141

Dataproc

, 58

Decision models

, 3

Decision recognition

, 4

Decision-makers and managers

, 5

Decision-making

, 1, 99 (see also Strategic decision-making)

alternative solutions

, 7

best alternative

, 7

in business sectors

, 18–23

current solutions

, 7

data in decision-making at strategic level

, 14–17

fundamental essence

, 3

identification of actual problem

, 6

implementing decision

, 7

levels

, 8–14

at organizations

, 5–8

process

, 1–2

quality and promptness

, 2

review decision

, 8

Decisions

, 3

Decisive technique

, 92

Default policies

, 121

Deletion of data

, 79

Descriptive analytics

, 66

Descriptive technique

, 92

Development

, 4

Diagnostic analytics

, 66

Diagnostic technique

, 92

Digital change (see Digital transformation)

Digital information

, 81

Digital organizations

, 27

advantages of dataplex to today’s organizations

, 62

archiving data

, 84–86

centralized DBMS

, 40–41

challenges encountered by organizations in managing digital data

, 53–56

cons

, 37–39

data lifecycle management

, 77–79

data management

, 33–36

dataplex

, 56–61

DBMS

, 39

DDBMSs

, 41–45

exploring DLs and data zones

, 79–81

function

, 28–31

heterogeneous DDBMS

, 48–53

homogeneous DDBMS

, 45–48

limitations and challenges of applying dataplex in DLM

, 87–88

multiple storage devices

, 81–84

pros

, 36–37

real-time examples

, 55–56

types of DBMSs

, 40

usage of information technology based systems at digital organizations

, 31–33

Digital technologies

, 28

Digital transformation

, 27, 29, 39

Digital video discs

, 82

Digitalization

, 28, 31, 37

Digitalizing firms

, 27

Direct area storage (DAS)

, 82

Direct-attached storage (see Direct area storage (DAS))

Directing

, 2

Distributed DBMS (DDBMS)

, 40–41, 137

applications

, 41–42

architecture

, 44–45

benefits

, 42

components

, 43–44

drawbacks

, 42

functions

, 41

Distributed Domain Driven architecture (DDD architecture)

, 71–72

Distributed QP

, 51

Distributed query (DQ)

, 51

Distributed TM

, 51

Education sector

, 21–23

Educational planning

, 22

Efficiency

, 37

Electronic business (E-business)

, 33

Electronic health records (EHRs)

, 109

Employee skills

, 38

Enterprise application integration (EAI)

, 107

Export schema

, 49–50

External schema

, 44–45, 49–50

Fast Healthcare Interoperability Resources (FHIRs)

, 109

Federated heterogeneous DDBMS

, 48–49

Federated schema

, 49–50

Firms

, 82

Flash drives

, 82

Flash storage

, 82

Floppy disks

, 82

Folders

, 123

Fragmentation schema

, 47

General Data Protection Regulation (GDPR)

, 36

Google Cloud

, 60, 70

Google Cloud Platform (GCP)

, 57, 122

Govern zone

, 81

Governance in dataplex

, 127–128

Governance of data

, 69, 95–96

Hard disk drives (HDD)

, 82

HCL

, 60

Health Insurance Portability and Accountability Act (HIPAA)

, 110

Healthcare

data silos in

, 109–111

sector

, 20–21

Heterogeneity

of data

, 55

types

, 52

Heterogeneous DDBMS

, 44, 48

applications

, 50–52

architecture

, 49–50

challenges

, 52–53

comparison of homogenous and

, 53

Homogeneous DDBMS

, 44–45

applications

, 47

architecture

, 46–47

challenges

, 47

real-time challenges

, 47–48

Hospitality sector

, 19–20

Human resources management (HRM)

, 29

Hybrid cloud storage

, 83

Hybrid storage

, 83

Identification

, 4

Identity Access Management (IAM)

, 70

Industry 4.0

, 36

Informatica

, 60

Information and communication technology (ICT)

, 28

Information management

, 16

Information technology (IT)

, 31, 33

sector

, 18–19

usage of information technology based systems at digital organizations

, 31–33

Infrastructures

, 29

Inheritance of policy and RH

, 122

Input data

, 81

Inspiring

, 2

“Instinctive-based” decision-making

, 14

Integrated analytics (IA)

, 57

Integrated data analytics, achieving strategic decision-making through

, 70

Integration of schema

, 50–51

Internal schema

, 44–45

Internet

, 33

Internet of Things (IoT)

, 29, 77

Interoperability

, 111

Interpersonal relationships

, 16

Intuition

, 3

Lake

, 131–132

Limiting factors

, 6

Lineage

, 96

Local area network (LAN)

, 134

Local conceptual schema

, 49–50

Local internal schema

, 49–50

Local query processor

, 44

Local recovery manager

, 44

Logical proofs

, 1

Machine learning (ML)

, 35, 67

Mainframe computers (MCs)

, 40

Maintenance of data

, 78

Manageable data unit (MDU)

, 71

Management choices

, 3

Management decision-making

, 3, 5

Management of metadata

, 69

Managerial planning

, 20

Managing

, 2

Metadata

, 95–96, 100

Mid-level management

, 9

Modern data architecture

, 116

Multi-user systems

, 39

Multinational companies (MNCs)

, 32

Multiple schemas

, 48

Network attached storage (NAS)

, 82

Network-based storage (NBS)

, 82

Nonautonomous homogeneous DDBMS

, 46

NVIDIA

, 60

Operational choices

, 13

Operational decisions

, 10–11

Operational level decision-making

, 13–14

Organization policy service (OPS)

, 124–125

Organization’s strategic decision

, 15

Organizational benefits of dataplex solution

, 137–139

Organizational culture

, 4

Organizational governance through dataplex

challenges in organization in centrally managing data

, 105–106

CPM and governance in dataplex

, 127–128

creating data

, 118–120

data silos

, 107–115

monitoring and auditing data in dataplex

, 125–127

policy management and governance in implementing dataplex

, 120–125

steps in building data culture

, 116–117

Organizations

, 2, 12, 28, 38, 53, 69, 122–123 (see also Digital organizations)

application of DI at

, 95–97

benefits of DI at

, 97–100

Organizing

, 2

Output data

, 81

People metadata

, 97

Personal computers (PCs)

, 39

Platform as a Service (PaaS)

, 107

Policy inheritance in IAM

, 124

Policy management and governance in implementing dataplex

, 120–125

Policy manager (PM)

, 105

Pop-ups

, 28

Predictive analytics

, 66–67

Predictive technique

, 92

Prescriptive technique

, 92

Principal

, 121

Privacy

, 39

Process zone

, 80

Processing metadata

, 97

Profiling tools

, 92

Projects

, 123–124

Protocols

, 30

Provision centric

, 99–100

Publication of data

, 78

Quality of data

, 54

Query processing (QP)

, 50

Rationality

, 3–4

Raw data zone

, 80

Raw zone, steps in creating assets in

, 133

Replication of data

, 69

Resource hierarchy (RH)

, 120

Restricting identities

, 125

Retail industry, data silos in

, 112–113

Reuse of data

, 79

Risk-centered decision-making

, 19

Role

, 121

Role bindings (RBs)

, 120–121

Runtime support processor

, 44

Search metadata

, 97

Security of data

, 69

Sharing of data

, 78

Single-click permission to IA

, 59–60

Single-user systems

, 39

Small and medium-sized enterprises (SMBs)

, 120

Smart Data

, 73

Software as a Service (SaaS)

, 107

sprawl

, 107

Solid-state drives (SSD)

, 82

Starburst

, 60

Stewardship dashboards

, 92

Storage area network (SAN)

, 82

Storage of data

, 78

Strategic decision-making

, 4, 19–20

achieving strategic decision-making through integrated data analytics

, 70

Strategic decision-making processes (SDMPs)

, 8, 12, 16–17

Strategic decisions

, 4, 8–9, 11–12

Strategic level decision-making

, 11–12

Strategy of data

, 96

Stronger base for data

, 98

Sub/Pub

, 58

Supplier metadata

, 97

System logs

, 44

Tactical choices

, 13

Tactical decisions

, 9–10, 12–13

Tactical level decision-making

, 12–13

Tactical planning

, 10

Text mining

, 67

Timeliness of decisions

, 17

Transformation of data

, 98–99

Trifacta

, 60

Unfederated heterogeneous DDBMS

, 48–49

Unified and fully integrated solutions

, 100

Usage of data

, 78

User processor

, 43

Versions of policy

, 125

Virtual private network (VPN)

, 105

Virtualization of data

, 69

Voice over Internet Protocol (VoIP)

, 32

WebTop

, 105

ZIP codes

, 117

Zones

, 132