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Data Federation
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Data Federation

Definition updated on November 2023

What is data federation?

Data federation is a form of data integration that creates a virtual database that aggregates data from multiple sources and provides a single unified user interface for accessing all the data without the need for data consolidation.

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Multi-Dimensional Analysis
What is multi-dimensional analysis?
M
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Metadata Harvesting
What is metadata harvesting?
M
🏭
Machine Data
What is machine data?
M
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Logical Data Model
What is a logical data model?
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Legacy Data Integration
What is legacy data integration?
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Linked Data
What is linked data?
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Lagrangian Data Analysis
What is Lagrangian data analysis?
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Information Architecture
What is information architecture?
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Knowledge Graph
What is a knowledge graph?
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Key Performance Indicators (KPI)
What are KPIs?
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JSON Data Interchange Format
What is JSON data format?
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In-Memory Computing
What is in-memory computing?
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Internet of Things (IoT) Data
What is IoT data?
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Information Theory
What is information theory?
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Feature Extraction
What is feature extraction?
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Indexing and Searching
What is indexing and searching?
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Incremental Learning
What is incremental learning?
I
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Hybrid Data Models
What are hybrid data models?
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Homomorphic Encryption
What is homomorphic encryption?
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High-Performance Computing
What is high-performance computing?
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Heuristic Analysis
What is heuristic analysis?
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Hierarchical Data Format
What is hierarchical data format?
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Differential Privacy
What is differential privacy?
D
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Graph Databases
What are graph databases?
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Forensic Data Analysis
What is forensic data analysis?
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File Format Conversion
What is file format conversion?
F
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Field-Level Encryption
What is field-level encryption?
F
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Federated Learning
What is federated learning?
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⚙️
Extract, Load, Transform (ELT)
What is Extract, Load, Transform (ELT)?
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Enterprise Data Management
What is enterprise data management?
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Entity Resolution
What is entity resolution?
E
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Edge Computing
What is edge computing?
E
🗃️
Document Storage
What is document storage?
D
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Dimensional Modeling
What is dimensional modeling?
D
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Diagnostic Analytics
What is diagnostic analytics?
D
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Digital Forensics
What is digital forensics?
D
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Descriptive Analytics
What is descriptive analytics?
D
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Data Visualization Tools
What are data visualization tools?
D
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Decision Support Systems
What are decision support systems?
D
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Database Design
What is database design?
D
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Database Indexing
What is database indexing?
D
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Data Value Chain
What is the data value chain?
D
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Data Utilization
What is data utilization?
D
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Data Traffic Analysis
What is data traffic analysis?
D
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Data Transformation Services
What are data transformation services?
D
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Data Transmutation
What is data transmutation?
D
🌳
Data Taxonomy
What is data taxonomy?
D
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Data Tracing
What is data tracing?
D
🔲
Data Subsetting
What is data subsetting?
D
🏗️
Data Structuring
What is data structuring?
D
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Data Streaming
What is data streaming?
D
🛂
Data Steward
Who is a data steward?
D
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Data Serialization
What is data serialization?
D
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Data Semantics
What are data semantics?
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Data Science Platforms
What are data science platforms?
D
🕰️
Data Retention
What is data retention?
D
🤝
Data Reconciliation
What is data reconciliation?
D
🛡️
Data Resilience
What is data resilience?
D
⛑️
Data Recovery
What is data recovery?
D
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Data Readiness Levels
What are Data Readiness Levels?
D
💠
Data Refinement
What is data refinement?
D
📇
Data Registries
What are data registries?
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🗜️
Data Reduction
What is data reduction?
D
✔️
Data Quality Assurance
What is data quality assurance?
D
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Data Orchestration
What is data orchestration?
D
⚙️
Data Operations (DataOps)
What are Data Operations (DataOps)?
D
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Data Obfuscation
What is data obfuscation?
D
📘
Data Literacy
What is data literacy?
D
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Data Discovery
What is data discovery?
D
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Data Curation
What is data curation?
D
🎨
Data Blending
What is data blending?
D
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Data Migration
What is data migration?
D
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Data Normalization
What is data normalization?
D
♻️
Data Deduplication
What is data deduplication?
D
🕵️
Data Profiling
What is data profiling?
D
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Data Mashup
What is a data mashup?
D
✨
Data Enrichment
What is data enrichment?
D
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Master Data Management
What is master data management?
M
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Data Staging
What is data staging?
D
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Data Cleansing
What is data cleansing?
D
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Data Lifecycle Management
What is data lifecycle management?
D
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Data Standards
What are data standards?
D
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Quantitative Analysis
What is quantitative analysis?
Q
🗂️
Metadata Management
What is metadata management?
M
🧠
Knowledge Discovery
What is knowledge discovery?
K
📜
Data Provenance
What is data provenance?
D
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Information Retrieval
What is information retrieval?
I
🏪
Data Marts
What are data marts?
D
📊
Data Modeling
What is data modeling?
D
🆓
Open-Source Software Licensing
What is open-source software licensing?
O
💡
Patent Filings
What are patent filings?
P
📝
Terms of Use and Privacy Policies
What are terms of use and privacy policies?
T
📝
API Terms of Service
What are API terms of service?
A
🕵️‍♀️
Copyright Infringement Detection
What is copyright infringement detection?
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®️
Trademark Protection
What is trademark protection?
T
📜
DMCA Takedown Notices
What are DMCA takedown notices?
D
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Anti-Piracy Measures
What are anti-piracy measures?
A
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Digital Rights Management
What is digital rights management?
D
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Software Licensing
What is software licensing?
S
⚖️
Legal and Regulatory Frameworks
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