Index
Siva Ganapathy Subramanian Manoharan
(Searce Inc, United Kingdom)
Rajalakshmi Subramaniam
(Talaash Research Consultants, India)
Sanjay Mohapatra
(Xavier Institute of Management, India)
Enabling Strategic Decision-Making in Organizations Through Dataplex
ISBN: 978-1-80455-052-6, eISBN: 978-1-80455-051-9
Publication date: 23 January 2023
This content is currently only available as a PDF
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
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
- Prelims
- 1. The Decision-Making Process at Organizations
- 2. Managing Digital Data – The Biggest Challenge to Today's Organizations
- 3. Strategic Decision-Making Through Integrated Data Analytics
- 4. Digital Organizations and Their Approach Toward Handling Huge Data
- 5. Data Intelligence and its Applications to Organizational Decision-Making
- 6. Organizational Governance Through Dataplex
- 7. An Organizational Perspective of Deploying Dataplex
- 8. The Future
- References
- Index