Reference Architecture for FAIR Data Infrastructures
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(Infrastructure Governance - FAIR Research Support)
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(Raw Data Source - Data Streams)
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(Documentation & Support Systems - Learning Portal)
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(Semantic Artefact Repositories - Reference Data & Taxonomies)
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(Analytics - Relational)
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(Research Data Management - MyData)
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(FAIR Data Lifecycle - Data Production)
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(Research Data Management - Data Engineering)
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(Data Rights and Legal Compliance - Intellectual Property Rights)
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(Fair Data Workflow - Fair Digital Object)
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(Research Data Governance (copy) - Risk Management (copy))
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(Fair Publication Pipeline - Interoperable metadata)
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(Research Support - Project consulting)
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(Data Engineering (copy) - Infrastructure scalability (copy))
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(Research Data Governance - Change Management)
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(FAIR Data Support - Research Data Management)
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(Operational - Object )
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(Metadata Architecture (copy) - Data Versioning and Provenance (copy))
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(Data Engineering - Anonymization and Pseudonymization)
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(Project consulting - Information Architecture)
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(Research Data Process Development (copy) - Data Citation and Attribution (copy))
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(Virtual Research Environment - Notebooks)
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(Data Processing Pipeline - Collection)
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(FAIR Data Lifecycle - FAIR Publication Support)
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(Metadata Architecture (copy) - Search Engine Optimization (copy))
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(Data Management Plan - Project Proposal)
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(Clean Data Source - Cleaned Data)
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(Information Architecture - API Management)
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(FAIR Data Lifecycle - Data Processing)
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(Semantic Artefact Repositories - Metadata Crosswalks)
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(Research Data Governance (copy) - Service Development (copy))
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(Metadata Architecture (copy) - Research Dataset Metadata (copy))
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(Validation - Data Harmonization Pipeline)
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(Analytics - Dimensional)
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(Data Processing Platform - Data Storage)
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(Research Support - FAIR Research Support)
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(Research Infrastructure Architecture - Information Architecture)
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(Data Processing Pipeline - Processing)
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(Publishing platform - Publication system)
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(Workflow Management - Data Processing Pipeline)
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(FAIR Data Lifecycle - Project consulting)
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(Data Storage - Ingested Data Source)
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(Data Processing - Data Publication)
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(Research Data Management - Research Data Process Development)
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(Data Storage - Columnar)
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(Ingested Data Source - Querable Data Stream)
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(Information Architecture (copy) - Master Data Management (copy))
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(Data Engineering - Data Quality)
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(Project consulting - Project planning)
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(Research Infrastructure Architecture (copy) - Information Architecture (copy))
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(Research Data Management - Data Rights and Legal Compliance)
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(Operational - Graph)
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(Data Engineering (copy) - Access Management (copy))
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(Data Rights and Legal Compliance (copy) - Data Ethics (copy))
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(Publishing platform - Identity Management)
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(Metadata Management Systems - Semantic Artefact Repositories)
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(Research Data Management (copy) - Data Engineering (copy))
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(FAIR Workflow Support - Scientific computing)
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(Data Publication - Preserve, Discard, Reuse)
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(Data Storage - Data Processing Platform)
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(Research Data Governance (copy) - Change Management (copy))
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(Research Infrastructure Architecture - Cloud Architectures)
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(Research Data Governance - Data Valuation and Meritation)
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(Data Engineering - Data Processing)
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(Data Engineering - Real-Time Data Processing)
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(FAIR Workflow Support - Data Lineage)
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(Specialized - Ledger)
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(Data Rights and Legal Compliance - Sensitive Data Architecture)
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(Technology support - FAIR Workflow Support)
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(FAIR Data Lifecycle - Research Support)
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(Provenance Systems - Data Workflow Repository)
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(Source systems - Staging System)
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(Research Data Governance - Service Development)
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(Fairdata platform - Publishing platform)
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(FAIR Workflow Support - Data Engineering)
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(Data Governance Systems - Documentation & Support Systems)
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(FAIR Data Lifecycle - Data Management Plan)
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(FAIR Research Support - FAIR Workflow Support)
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(Fairdata platform - Fair Data Source)
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(FAIR Data Support - Data Stewardship)
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(Research Data Management (copy) - Data Rights and Legal Compliance (copy))
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(Research Infrastructure Architecture - Interoperability Frameworks)
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(Metadata Management Systems - Data Governance Systems)
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(Data Engineering - Software Development)
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(FAIR Data Lifecycle - Publication Support)
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(Information Architecture - Actionable Data Management Plan)
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(Business Event - Business Process)
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(Fairdata platform - FAIR publication system)
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(Information Architecture (copy) - Persistent Identifiers (copy))
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(Preservation Support - Data Preservation)
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(Research Data Governance (copy) - Data Valuation and Meritation (copy))
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(Staging System - Data ingestion)
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(Fair Data Source - Fair Digital Object)
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(Research Data Governance - Project planning)
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(Metadata Architecture - Metadata Harmonization and Crosswalks)
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(Ingested Data Source - Dumb Data Lake)
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(Project support - Project consulting)
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(Research Data Management - User Management)
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(Data Engineering (copy) - Data Lineage (copy))
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(Data Engineering (copy) - Anonymization and Pseudonymization (copy))
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(Data Rights and Legal Compliance (copy) - Data Licensing (copy))
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(Infrastructure Governance - Project consulting)
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(Data Storage - Technology Service)
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(FAIR Data Support - Information Architecture)
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(Data Storage - Key value)
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(Research Infrastructure Architecture (copy) - Preservation Architecture (copy))
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(Raw Data Source - Dumb Data)
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(Data Engineering (copy) - Software Development (copy))
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(Metadata Management Systems - PID Management)
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(Virtual Research Environment - Domain solutions)
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(Research Infrastructure Architecture (copy) - Domain Architectures (copy))
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(Clean Data Source - Smart Data Source)
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(Research Infrastructure Architecture (copy) - Interoperability Frameworks (copy))
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(Data Engineering - API Management)
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(FAIR Data Lifecycle - Technology support)
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(FAIR Research Support - Data Production)
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(Data Engineering - Cumulative and Big Data)
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(Publication Support - FAIR Publication Support)
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(Data Engineering (copy) - Data Analytics And Reporting (copy))
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(FAIR Infrastructure Governance - Consultation and Training)
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(Research Data Governance (copy) - Research Networking and Collaboration (copy))
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(Metadata Architecture (copy) - Metadata Harmonization and Crosswalks (copy))
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(Information Architecture (copy) - Data Discovery Architecture (copy))
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(Information Architecture - Interoperability and Standards)
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(Fair Publication Pipeline - FAIR validation)
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(Research Data Management - Research Infrastructure Architecture)
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(Research Infrastructure Architecture (copy) - Sensitive Data Architecture (copy))
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(FAIR Publication Support - Data Publication)
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(Workflow Management - Data Harmonization Pipeline)
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(Research Data Management - Scientific computing)
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(Data Publication - Data Processing)
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(Operational - Document)
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(Publishing platform - Access Management)
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(Research Infrastructure Architecture - Green Data Architecture)
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(Data Rights and Legal Compliance - Data Policies)
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(Data Storage - Clean Data Source)
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(Documentation & Support Systems - Collaborative Wiki)
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(Project Proposal - Preserve, Discard, Reuse)
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(Data Engineering - Data Visualization)
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(Fair Research Dataset - Fair Digital Object)
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(Data Rights and Legal Compliance - Data Ethics)
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(Project consulting - Interoperability)
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(Information Architecture - Persistent Identifiers)
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(Research Data Management - Data Production)
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(Information Architecture - Master and Reference Data Architecture)
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(Data Harmonization Pipeline - Transformation)
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(Clean Data Source - Data Processing Pipeline)
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(Raw Data Source - Ingestion Pipeline)
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(Semantic Artefact Repositories - Ontology & Linked Data Platforms)
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(Data Stewardship - Data Citation and Attribution)
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(FAIR Research Support - Project consulting)
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(Specialized - Columnar)
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(Research Data Management - Data Management Plan)
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(Information Architecture - Metadata Architecture)
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(Research Data Management - Sensitive Data Architecture)
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(Data Stewardship - Data Publication)
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(Information Architecture - Data Discovery Architecture)
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(Fairdata platform - Machine Actionable Interface)
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(FAIR Publication Support - Preservation Support)
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(Staging System - Ingested Data Source)
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(Infrastructure Governance - FAIR Publication Support)
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(Research Data Process Development - Research Methods)
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(Data Engineering - Data Lineage)
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(Research Data Process Development - Reproducible Research)
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(Research Data Management - Project Proposal)
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(Staging System - Quality assurance)
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(Hardware - Sensors)
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(Staging System - Data Storage)
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(Research Data Process Development - Data Curation)
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(Cumulative and Big Data - Real-Time Data Processing)
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(Data Engineering - Artificial Intelligence)
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(Data Standardization - Reference & Master Data Management)
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(Metadata Architecture - Search Engine Optimization)
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(Data Processing - Data Production)
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(Graph - Property graph)
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(Data Storage - Vector)
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(Source systems - APIs)
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(Data Engineering (copy) - Data Quality (copy))
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(Smart Data Source - Fair Data Source)
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(Data Storage - Ledger)
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(Preserve, Discard, Reuse - Data Publication)
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(FAIR Data Lifecycle - Curator)
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(Data Engineering (copy) - Integration Development (copy))
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(Fairdata platform - Preservation system)
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(Provenance Systems - Code Repository)
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(Research Data Governance (copy) - Project planning (copy))
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(Workflow Management - FAIR Infrastructure Governance)
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(Data Engineering - Database Management)
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(Research Infrastructure Architecture - Preservation Architecture)
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(Data Engineering (copy) - Data Processing (copy))
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(Data Storage - Analytics)
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(Data Engineering (copy) - Database Management (copy))
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(Data Stewardship - Data Curation)
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(Data Harmonization Pipeline - Cleaning)
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(Data Engineering - Scientific computing)
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(Ingestion Pipeline - Ingestion frequency)
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(Curator - Preservation Support)
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(Data Governance Systems - Data Storage)
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(Data Rights and Legal Compliance - Legal Framework)
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(FAIR Infrastructure Governance - Data Quality Monitoring)
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(Research Infrastructure Architecture (copy) - Green Data Architecture (copy))
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(Project consulting - Research Methods)
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(Data Engineering (copy) - Artificial Intelligence (copy))
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(Data Governance Systems - Fairdata platform)
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(Research Infrastructure Architecture (copy) - API Management (copy))
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(Research Data Process Development - Data Stewardship)
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(Data Engineering - Access Management)
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(Data Stewardship - Data Preservation)
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(FAIR Data Lifecycle - Funder)
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(Source systems - Filesystem)
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(Data Engineering (copy) - Data Security (copy))
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(Operational - Key value)
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(Data Engineering (copy) - Edge Computing (copy))
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(Smart Data Source - Digital Twin)
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(Information Architecture - Interoperability Frameworks)
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(FAIR Data Support - Interoperability)
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(Virtual Research Environment - Research notebooks)
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(Research Data Management - Metadata Architecture)
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(Metadata Architecture - Research Dataset Metadata)
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(Fair Data Workflow - Fair Research Dataset)
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(Metadata Architecture - Master and Reference Data Architecture)
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(Raw Data Source - Ingested Data Source)
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(Data Management Plan - Project Proposal)
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(Metadata Architecture - Ontology Development)
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(Data Rights and Legal Compliance (copy) - Legal Framework (copy))
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(Research Data Process Development (copy) - Data Curation (copy))
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(Research Infrastructure Architecture - Domain Architectures)
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(Research Data Management - Reproducible Research)
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(Workflow Management - FAIR Data Lifecycle)
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(Publishing platform - Application Interface)
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(Data Storage - Publishing platform)
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(Data Processing - Data Publication)
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(Smart Data Source - Data Processing Pipeline)
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(Virtual Research Environment - Data Processing Platform)
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(Research Data Management (copy) - Research Infrastructure Architecture (copy))
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(Research Data Management - Data Policies)
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(Data Rights and Legal Compliance - MyData)
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(Researcher - FAIR Data Lifecycle)
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(Smart Data Source - Data Product)
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(Virtual Research Environment - Visualisation platforms)
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(Infrastructure Governance - Research Data Infrastructure)
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(Fair Research Dataset - Fair Digital Object)
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(Infrastructure Governance - Preservation Support)
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(Research Data Process Development - Data Citation and Attribution)
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(Provenance Systems - Issues & Feedback)
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(Source systems - Database)
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(FAIR Data Lifecycle - Researcher)
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(Research Data Management (copy) - Research Data Governance (copy))
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(Data Production - Data Processing)
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(Data Processing Platform - Machine learning)
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(Metadata Architecture - Data Versioning and Provenance)
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(Fair Publication Pipeline - Data preservation)
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(Data Rights and Legal Compliance (copy) - Intellectual Property Rights (copy))
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(Analytics - Vector)
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(Research Infrastructure Architecture - Data Curation)
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(Raw Data Source - Structured Data Dump)
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(Specialized - Vector)
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(Data Engineering - Workflows, Pipelines and Deployment)
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(Research Data Governance - Research Networking and Collaboration)
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(Information Architecture (copy) - Master and Reference Data Architecture (copy))
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(Hardware - Source systems)
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(Data Storage - Document)
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(Metadata Management Systems - Reference Data & Taxonomies)
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(Information Architecture (copy) - Metadata Architecture (copy))
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(Researcher - Project Proposal)
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(Staging System - Event streaming)
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(FAIR Data Lifecycle - FAIR Research Support)
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(Ingested Data Source - Data Harmonization Pipeline)
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(Data Engineering - Data Analytics And Reporting)
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(Clean Data Source - Harmonized Data)
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(FAIR Data Lifecycle - Project support)
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(Research Data Process Development (copy) - Reproducible Research (copy))
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(Data Management Plan - Data Production)
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(FAIR Workflow Support - Workflows, Pipelines and Deployment)
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(Research Data Governance - Research, Development and Innovation)
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(Infrastructure Governance - Data Valuation and Meritation)
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(FAIR Data Lifecycle - Data Publication)
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(Data Storage - Analytics)
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(Fairdata platform - PID Resolver)
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(Publishing platform - Smart Data Source)
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(FAIR Workflow Support - FAIR Publication Support)
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(Research Data Governance (copy) - Data Policies (copy))
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(Research Data Governance - Reproducible Research)
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(Metadata Management Systems - Metadata Crosswalks)
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(Preservation Support - Data Curation)
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(Research Data Governance - Risk Management)
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(FAIR Publication Support - Data Stewardship)
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(Research Data Governance - Interoperability Frameworks)
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(Infrastructure Governance - Risk Management)
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(Research Infrastructure Architecture - Sensitive Data Architecture)
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(Workflow Management - Ingestion Pipeline)
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(Data Storage - Object )
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(Research Data Process Development (copy) - MyData Principles (copy))
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(Data Engineering - MyData)
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(Research Data Process Development (copy) - Data Stewardship (copy))
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(Metadata Architecture (copy) - Ontology Development (copy))
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(Research Data Governance - Data Rights and Legal Compliance)
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(Data Engineering (copy) - Data Encryption (copy))
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(Research Data Process Development (copy) - Research Methods (copy))
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(Data Engineering - Sensitive Data Architecture)
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(Research Data Management (copy) - Research Data Process Development (copy))
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(Research Data Management - Information Architecture)
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(Research Infrastructure Architecture (copy) - Cloud Architectures (copy))
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(Provenance Systems - Data Lineage Systems)
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(Operational - Relational)
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(Data Governance Systems - Publishing platform)
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(FAIR Infrastructure Governance - Data Integration & Interoperability)
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(Data Processing Platform - Scientific computing)
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(Research Data Process Development - Data Policies)
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(Data Processing Pipeline - Synthesizing)
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(Research Data Management - Research Data Governance)
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(Hardware - Devices)
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(Research Data Process Development (copy) - FAIR Principles (copy))
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(Research Data Governance - Project Funding)
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(Virtual Research Environment - Data Processing Platform)
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(Virtual Research Environment - )
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(Fair Data Source - Fair Data Workflow)
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(Data Engineering - Infrastructure scalability)
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(Source systems - Raw Data Source)
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(Metadata Management Systems - Semantic Artefact Repositories)
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(Ingestion Pipeline - Access control)
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(Research Infrastructure Architecture - MyData Principles)
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(Research Data Process Development - MyData Principles)
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(Research Data Management - Research Methods)
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(Fair Data Source - Fair Research Dataset)
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(Data Standardization - FAIR Infrastructure Governance)
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(Data Standardization - Data Integration & Interoperability)
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(Research Data Governance (copy) - Research, Development and Innovation (copy))
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(Infrastructure Governance - Project planning)
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(Specialized - Spatiotemporal)
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(FAIR Data Support - FAIR Principles)
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(FAIR Workflow Support - Data Processing)
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(Infrastructure Governance - Project Funding)
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(Fair Data Workflow - Fair Digital Object)
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(Preserve, Discard, Reuse - Project Proposal)
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(Data Rights and Legal Compliance - Data Licensing)
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(FAIR Infrastructure Governance - Reference & Master Data Management)
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(Ingested Data Source - Querable Structured Data)
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(Data Engineering - Integration Development)
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(Data Production - Data Management Plan)
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(Fair Data Source - Fair Publication Pipeline)
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(Data Harmonization Pipeline - Deduplication)
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(Information Architecture (copy) - Interoperability and Standards (copy))
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(Research Data Governance - Data Policies)
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(Issues & Feedback - Source systems)
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(Data Engineering - Edge Computing)
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(Research Data Governance (copy) - Project Funding (copy))
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(Provenance Systems - Data Governance Systems)
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(Project consulting - Data Management Plan)
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(Semantic Artefact Repositories - Model & Schema Repositories)
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(Data Processing Platform - Data mining)
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(Smart Data Source - Data Graph)
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(Research Infrastructure Architecture - API Management)
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(Data Storage - Document)
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(Data Engineering (copy) - Real-Time Data Processing (copy))
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(Fairdata platform - Publishing platform)
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(Data Engineering (copy) - Cumulative and Big Data (copy))
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(Project consulting - FAIR Research Support)
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(Data Governance Systems - Staging System)
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(FAIR Data Lifecycle - Service Owner)
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(Infrastructure Governance - Interoperability Frameworks)
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(Metadata Management Systems - Validation Tools)
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(FAIR Research Support - Data Management Plan)
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(Workflow Management - Fair Publication Pipeline)
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(Staging System - Process engine)
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(Clean Data Source - Master Data)
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(Data Engineering (copy) - Scientific computing (copy))
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(Preservation Support - Preserve, Discard, Reuse)
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(Data Storage - Graph)
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(Fair Publication Pipeline - Persistent identifiers)
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(Ingested Data Source - Clean Data Source)
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(Metadata Management Systems - Ontology & Linked Data Platforms)
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(Information Architecture - MyData Principles)
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(Infrastructure Governance - Legal Framework)
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(Information Architecture (copy) - Actionable Data Management Plan (copy))
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(Project Proposal - Data Management Plan)
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(Data Engineering - Data Security)
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(Analytics - Columnar)
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(Data Engineering - Data Encryption)
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(Data Engineering (copy) - Data Visualization (copy))
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(Data Governance Systems - Data Processing Platform)
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(Infrastructure Governance - Project Proposal)
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(Specialized - Graph)
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(Data Storage - Specialized)
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(Data Engineering (copy) - Workflows, Pipelines and Deployment (copy))
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(Research Data Process Development - FAIR Principles)
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