Data Centric Reference Architecture for the Alliance
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- Capabilities
- Courses of Action
- Data Strategy for the Alliance
- Digital Transformation Implementation Strategy
- Enable (federated) Data Mesh implementations within the Alliance
- Enable federated ICAM
- Enable Data Space implementations with external entities
- Enable federated Data Catalogs
- Establish a data governance operating model for the Alliance
- Establish an Alliance Data Sharing Ecosystem
- Establish a data centric reference architecture for the Alliance
- Provide clear conformance requirements
- Provide interoperable Data Space Components
- Provide NATO Data Space conformance test suite
- Associate Metadata with Data Assets
- Capitalizing on data as a strategic asset.
- Continuous improvement in Data Governance
- Create and maintain Data Catalogues
- Define common Semantic References
- Enable Data Labeling
- Establish core data management functions
- Establish Data Access Services
- Establishing a trusted and consistent approach to data-centric action for the Alliance.
- Establishing Data Governance Roles
- Identify Authoritative Data Sources
- Investing in the skills and leadership capable of addressing the data needs of tomorrow.
- Manage Information Exchange Requirement
- Maximising the value of data to transform decision-making.
- Priority Areas of Action
- Provide a NATO Model and Data Sharing Hub
- Provide Data Products
- Setting Scope and Priorities
- Establish a Data Quality Framework for the Alliance
- Establish Data Architecting capability
- Establish Master- and Reference Data Management
- Accelerated delivery of NATO Enterprise Cloud solutions
- Accelerated delivery of next-generation Modelling and Simulation Services
- Accelerated delivery of next-generation Modelling and Simulation Services FOC
- Accelerated delivery of next-generation Modelling and Simulation Services IOC
- Accelerate innovative uses for data exploitation and AI, whilst leveraging on and contributing to the Alliance Data Sharing Ecosystem
- Adapt facilities to host critical technology infrastructure
- Adapt legacy C2 CIS applications to enable cross-domain C2 and information exchange, and support MDO and DT requirements
- A federated data fabric architecture and related data services
- AFS Framework
- Align and accelerate data exploitation and AI capability delivery programmes to expedite data exploitation capacity building
- Align and advance implementation of Space as an Operational Domain
- Align consumption of common geospatial services to relevant NATO CIS
- Align cybersecurity programmes to improve the cybersecurity posture of the NATO Enterprise
- Aligned data-centric governance framework overview
- Align implementation of Multi-Domain/Joint Effects Synchronisation, Targeting and Fires’ capabilities
- Align intelligence systems through further development of the NISA Strategy
- Alignment with data fabric architecture and NATO Enterprise cloud-based data architecture
- Alliance data-centric governance programme
- Alliance Digital Interoperability Framework
- Alliance Digital Interoperability Roadmap
- Alliance Digital Workplace
- Alliance Interoperability Coherence Initiative
- Allies increasing availability of digital-ready workforces
- Augment NATO CDP to align delivery of NATO Enterprise digital capabilities and services
- Balance workforce capacity with Digital Transformation demands within NCIA
- Capability Requirements and Capability Programme Planning development process rethink and improvements
- Cloud-based innovation platforms
- Conceptual architecture for federated search
- Core GIS Increment 3 mitigation delivery
- Deliver an Alliance secure and scalable cloud environment
- Deliver multi-domain alert system
- Deliver technical services to manage taxonomies and semantic references as part of overall master data management
- Deliver technical services to manage taxonomies FOC
- Deliver technical services to manage taxonomies IOC
- Design an Alliance-wide architecture for the Digital Backbone
- Develop a concept for an Alliance Data Sharing Ecosystem
- Develop a Digital Workplace
- Develop and implement a culture change roadmap to transform into a data-driven organisation
- Develop a Strategy for C3B Next Generation Networks
- Develop CIS survivability and resilience requirements
- Development and implementation of an Enterprise-wide Directive to ensure Personal Data Protection
- Develop the necessary management processes and procedures for NATO Enterprise staff
- Digital Transformation inputs to the NATO-wide HR Strategy
- Digital Transformation Maturity Model
- Enable automation in standards interoperability
- Enable data-centric and semantic interoperability-by-design
- Enabling Enhanced Consultations
- Ensure interoperability requirements captured in NDPP
- Ensure NATO Enterprise’s Digital Transformation Action Plan includes Requirements stemming from the Digital Transformation Implementation Strategy
- Ensure requirements captured in NDPP
- Ensure that innovation projects’ initiation processes address agreed military and business requirements
- Establish an Alliance-wide secure and flexible digital network infrastructure
- Establish a programme and deliver an initial capability for an Alliance data sharing ecosystem
- Establish automated Data Preservation
- Establish coherent NATO Enterprise IT Service management processes
- Establish common approach to make digital services available
- Establish increased collaboration between STB and C3B
- Establish NATO Enterprise processes for registering and managing quality data throughout its lifecycle
- Establish Training Disciplines to ensure availability of training programmes on digital technologies and EDTs
- Exploration and development of trusted Big Data anonymization/ tokenisation technology
- Facilitate implementation of NATO Core Metadata Standards
- Facilitate inclusion of Digital Transformation capability development requirements within FMN
- Federation of cloud services
- Forum for Alliance Digital Transformation cooperation programmes
- Incorporate the NATO Core Metadata Standards into their respective NATO Data Standards
- Initiate, share, and maintain the taxonomies and semantic reference models
- Integration of sensors (such as AGS, E3-A, AFSC, Surveillance from Space etc.) into the Digital Backbone.
- Leverage, align, and expedite Alliance capability development with FMN
- Leverage ACT’s Framework For Collaborative Interaction (FFCI) with Industry and Academia
- Leverage collective exercises to train combat forces to be digital-ready and MDO ready
- Mature a NATO Enterprise Capability Development Plan (CDP) to synchronise NATO 2030 requirements and align capability delivery to support MDO
- Modernize security architecture
- Modernize the procurement rules and acquisition processes
- Obsolescence Management process improvements
- Promote Alliance Federation Core and Community of Interest Services (AFS)
- Provide semantic mapping of their semantic reference models to NATO’s Core Data Framework
- Provision of tools to ensure coherent and high speed geospatial fusion and analysis across all domains
- Recommendations for a multi-technology framework contract
- Review and enhance data standards to ensure the right quality in data
- Review and modernise standards portfolio, maximising adoption and co-development of civil standards, where feasible
- Revised regulatory documents to enable multi-tenancy to host different security COI on the same infrastructure
- Security accreditation regulatory documents and processes review and updates to enable timely adoption of modern technologies, as necessary
- Service Federation Consolidation
- Standardize and digitise workforce processes
- Submit a plan to C3B for achieving these activities, and report annually on their progress
- Support to the Alliance Data Sharing Ecosystem
- Two-way sharing of geo-referenced information
- Use the Semantic Reference models for the development/ maintenance of their Standards
- Value Streams
- Resources
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- Business Roles
- Business Objects
- Business Services
- Business Collaborations
- Business Processes
- Business Functions
- Business Events
- Business Actors
- Business Interactions
- Contracts
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- Application Interfaces
- Application Services
- Data Objects
- Application Processes
- Application Components
- Application Interactions
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- Technology Services
- Technology Functions
- Technology Interfaces
- Technology Artifacts
- Technology Interactions
- Distribution Networks
- Devices
- Paths
- Facilities
- Storage Manager
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- Goals
- Take a holistic approach and embrace significant changes in the way NATO operates
- Securely connect sensors, operators and decision makers, and enable digital interoperability across all domains within the NATO Enterprise, and between NATO and Allies’ Consultation, Command and Control systems and services through a resilient Digital Backbone;
- Facilitate harmonisation across Allies’ national efforts, to maximise interoperability and efficiency gains;
- Build, where relevant, upon the model of Federated Mission Networking and other initiatives which help connect the assets of NATO, Allies, and mission Partners;
- Align NATO’s ongoing digital initiatives, adapt them, and develop new initiatives, as necessary;
- Ensure the necessary technologies are identified, acquired and secured; and every effort is made to accelerate the delivery and integration of state-of-the-art solutions;
- Guide improvements in process, organisation, talent and training, data and analytics capabilities, and governance;
- Foster a digital-ready workforce, including a culture shift which encourages and rewards innovation, experimentation, data-sharing and calculated/informed risk-taking.
- Digital Transformation Vision
- Enhanced Political Consultation and Data-Driven Decision Making
- Ensured Interoperability
- Ensured Situational Awareness
- Multi-Domain Operations enabled Alliance
- Improved data exploitation
- Improved data sharing
- Cooperative Security
- Crisis Prevention and Management
- Deterrence and Defence
- Data Exploitation Goals and Objectives
- Make Data Accessible
- Make Data Interoperable
- Make Data Linked
- Make Data Secure
- Make Data Trustworthy
- Make Data Understandable
- Make Data Visible
- Objective 1.1: Leadership driven integration of data exploitation
- Objective 1.2: Broadened data literacy
- Objective 1.3: Established specialized data science competencies and increasing numbers of data science practitioners
- Objective 1.4: Commitment to staff development in data exploitation and use
- NATO Data Exploitation Vision
- NATO Data Vision
- Strategic Goal #1 (People)
- Strategic Goal #2 (Processes)
- Strategic Goal #3 (Technology)
- NATO Information Management Mission
- Define and implement processes to measure, monitor, and report on data quality levels.
- Define standards, requirements, and specifications for data quality controls as part of the data lifecycle.
- Develop a governed approach to make data fit for purpose based on data consumers’ requirements.
- Identify and advocate for opportunities to improve the quality of data, through process and system improvements.
- Data Exploitation Vision
- Data-Driven Decision-Making
- Outcomes
- Data is accessible
- Data is discoverable
- Data is interoperable & curated
- Data is quality managed
- Data is regulated
- Data is secure
- Data is shared
- Data is trusted
- Institutionalized AI/ML model sharing
- Institutionalized data sharing
- Linked data across NATO
- Persistently connected Alliance
- Secure data exploitation at speed and scale
- Accelerated AI/ML Development
- Coherent, standardized, and interoperable data products
- Data available for exploitation outside the originating domain
- Data can be discovered
- Data can be protected across a federation
- Data can be shared securely between the Alliance and external entities
- Annotated Data is available for AI/ML training
- Policy based data sharing
- Support for Innovation and Data-Driven Decision-Making
- Optimized data sharing and integration
- Better reporting on data exploitation and analysis results to decision-makers
- Data Exploitation Desired Outcomes
- Data exploitation efforts aligned with core Alliance values, including the protection of personally identifiable information and privacy
- Data is of sufficient quality and available for exploitation by humans and machines.
- Data is treated as a strategic asset.
- Data Strategy Outcomes
- Greater Alliance value from data, with increased evidence-informed decision- making within the political and military spheres;
- Greater awareness, usability, and availability of quality data
- Improvements in programs, policies, and capabilities development
- Increased numbers of data science practictioners participating in a culture of innovation, learning, and experimentation to ease access to data exploitation
- Increased sharing of NATO, Alliance, and Coalition data and capabilities
- Information superiority across all areas of the Alliance
- NATO Workforce is skilled to manage data to provide quality data that can be exploited to drive advantage.
- The Alliance Data Sharing Ecosystem enables NATO to share and exploit data at scale.
- The Alliance is the global leader in data-centric defence organizations.
- Trusted, sound data, and its coherent governance to ensure data are treated as a valuable strategic asset
- Reduced fragmentation of the data entities
- Trusted, central vocabulary of master- and reference data
- Data-savvy workforce
- Enhanced Data Quality
- Integrated data ecosystems
- Streamlined Operations
- Stakeholders
- Principles
- Assessments
- Drivers
- Constraints
- Values
- Requirements
- Meanings
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- Access relations
- Flow relations
- Aggregation relations
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(Data Centric Governance - Data Architecting)
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(Data Management Plane - Data Centric Security Services)
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(Strategic Outcomes of Digital Transformation - Multi-Domain Operations enabled Alliance)
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(Strategic Outcomes of Digital Transformation - Ensured Situational Awareness)
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(Strategic Outcomes of Digital Transformation - Enhanced Political Consultation and Data-Driven Decision Making)
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(Strategic Outcomes of Digital Transformation - Ensured Interoperability)
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(Internally hosted Data Science Services - Data Science Services)
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(Externally hosted Data Science Services - Data Science Services)
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(Internally hosted Data Science Services - Data analysis products WUI)
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(Internally hosted Data Science Services - Operational data sets API)
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(Externally hosted Data Science Services - Data analysis products WUI)
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(Externally hosted Data Science Services - Operational data sets API)
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(Public Cloud-based DataOps Platform - Industry)
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(Public Cloud-based DataOps Platform - Academia)
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(Submission Information Package - Content Information)
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(Data Management Plane - Data Disposition Services)
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(Public Cloud-based DataOps Platform - Data Privacy-Enhancement Services)
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(Public Cloud-based DataOps Platform - Data Annotation and Labeling Applications)
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(Public Cloud-based DataOps Platform - Data Exploitation)
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(Public Cloud-based DataOps Platform - Aggregated Data Product API)
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(NATO Enterprise - Data Exploitation)
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(NATO Enterprise - Data Exploitation)
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(Data Repository Services - Data Store Services)
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(Data Repository Services - Data Lake Services)
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(Data Ingestion Services - Batch Processing (ETL/CDC))
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(Data Ingestion Services - Stream Processing Services)
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(Data Ingestion Services - Data Virtualization)
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(Data Centric Security Services - Data Access Services)
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(Data Science Services - Machine Learning Services)
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(Data Science Services - Statistical Analysis Services)
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(Data Science Services - Analytics Services)
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(Data Science Services - Reporting Services)
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(Data Centric Governance - Data Archiving)
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(Digital Transformation Vision - Take a holistic approach and embrace significant changes in the way NATO operates)
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(Digital Transformation Vision - Securely connect sensors, operators and decision makers, and enable digital interoperability across all domains within the NATO Enterprise, and between NATO and Allies’ Consultation, Command and Control systems and services through a resilient Digital Backbone;)
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(Digital Transformation Vision - Facilitate harmonisation across Allies’ national efforts, to maximise interoperability and efficiency gains;)
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(Digital Transformation Vision - Build, where relevant, upon the model of Federated Mission Networking and other initiatives which help connect the assets of NATO, Allies, and mission Partners;)
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(Digital Transformation Vision - Align NATO’s ongoing digital initiatives, adapt them, and develop new initiatives, as necessary;)
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(Digital Transformation Vision - Ensure the necessary technologies are identified, acquired and secured; and every effort is made to accelerate the delivery and integration of state-of-the-art solutions;)
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(Digital Transformation Vision - Guide improvements in process, organisation, talent and training, data and analytics capabilities, and governance;)
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(Digital Transformation Vision - Foster a digital-ready workforce, including a culture shift which encourages and rewards innovation, experimentation, data-sharing and calculated/informed risk-taking.)
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(Internally hosted Data Sources - Database Services)
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(Internally hosted Data Sources - COI-Specific Services)
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(Internally hosted Data Sources - NCDF Data Product API)
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(Data Centric Security Services - Information Labeling Services)
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(ICAM Services - Digital Certificate Services)
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(Metadata - Confidentiality Metadata)
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(Subject - Business Actor)
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(Subject - Application Service)
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(Subject - Device)
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(Subject - Technology Service)
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(Resource - Data Product)
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(Resource - Device)
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(Resource - Application Interface)
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(Resource - Artifact)
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(Metadata - Common Metadata)
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(Metadata - Provenance Metadata)
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(Metadata - Amplifying Metadata)
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(DS::Agreement - Data Sharing Rules and Constraints)
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(NDBB RA Increment 1 Infrastructure Layer - Infrastructure Cryptography Services)
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(NDBB RA Increment 1 Infrastructure Layer - Remote Access Services)
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(NDBB RA Increment 1 Platform Layer - Choreography Services)
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(NDBB RA Increment 1 Platform Layer - Message Queueing Services)
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(NDBB RA Increment 1 Infrastructure Layer - Virtualized Networking Services)
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(NDBB RA Increment 1 - NDBB RA Increment 1 Communications Layer)
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(NDBB RA Increment 1 Platform Layer - Message Caching Services)
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(NDBB RA Increment 1 - NDBB RA Increment 1 Platform Layer)
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(NDBB RA Increment 1 Infrastructure Layer - Intrusion Detection Services)
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(NDBB RA Increment 1 Platform Layer - Message Routing Services)
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(NDBB RA Increment 1 Platform Layer - Message Brokering Services)
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(NDBB RA Increment 1 Platform Layer - Protocol Transformation Services)
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(NDBB RA Increment 1 Platform Layer - Orchestration Services)
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(NDBB RA Increment 1 Platform Layer - Information Labeling Services)
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(NDBB RA Increment 1 Platform Layer - Data Format Transformation Services)
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(NDBB RA Increment 1 Infrastructure Layer - Distributed Time Services)
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(NDBB RA Increment 1 Infrastructure Layer - Proxying Services)
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(NDBB RA Increment 1 Platform Layer - Direct Messaging Services)
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(NDBB RA Increment 1 Communications Layer - Transport Cryptography Services)
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(NDBB RA Increment 1 Infrastructure Layer - Authentication Services)
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(NDBB RA Increment 1 Infrastructure Layer - Digital Identity Services)
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(NDBB RA Increment 1 Platform Layer - Policy Enforcement Point Services)
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(NDBB RA Increment 1 Infrastructure Layer - Domain Name Services)
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(NDBB RA Increment 1 Infrastructure Layer - Digital Certificate Services)
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(NDBB RA Increment 1 Communications Layer - IPv4 Routed Access Services)
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(NDBB RA Increment 1 Infrastructure Layer - Network Load Balancing Services)
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(NDBB RA Increment 1 Communications Layer - Packet-based Broadcast Services)
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(NDBB RA Increment 1 Infrastructure Layer - Authorization and Access Control Services)
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(NDBB RA Increment 1 - NDBB RA Increment 1 Infrastructure Layer)
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(NDBB RA Increment 1 Infrastructure Layer - Host Configuration Services)
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(NDBB RA Increment 1 Communications Layer - VPN Access Services)
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(NDBB RA Increment 1 Platform Layer - Message Proxying Services)
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(NDBB RA Increment 1 Communications Layer - Voice Access Services)
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(NDBB RA Increment 1 Communications Layer - Packet-based Transport Services)
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(NDBB RA Increment 1 Communications Layer - Packet Routing Services)
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(NDBB RA Increment 1 Communications Layer - IPv6 Routed Access Services)
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(NDBB RA Increment 1 Infrastructure Layer - Caching Services)
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(NDBB RA Increment 1 Platform Layer - Transaction Services)
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(ICAM Services - Authentication Services)
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(Data Sharing Partners - Data Supplier)
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(Data Sharing Partners - Data Consumer)
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(Data Supplier - Data Owner)
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(Data Supplier - Data Provider)
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(Data Supplier - Data Creator)
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(DS::Core Participants - Data Supplier)
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(DS::Core Participants - Data Creator)
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(DS::Core Participants - Data Consumer)
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(DS::Intermediaries - Vocabulary Provider)
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(DS::Intermediaries - Data Intermediary)
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(Information Management - Information Disposition)
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(Information Management - Information Storage and Protection)
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(Information Management - Information Retrieval and Dissemination)
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(Information Management - Information Management Planning)
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(Information Management - Information Collection, Creation or Generation)
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(Information Management - Information Organization)
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(Content Information - Data Object)
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(Data Management Plane - Data Repository Services)
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(Operational Data Plane - Database Services)
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(Operational Data Plane - COI-Specific Services)
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(Data Management Plane - Data Discovery Services)
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(Data Management Plane - Data Ingestion Services)
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(Data Sharing Contract - Asset)
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(Software Developers - Software Provider)
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(Governance Bodies - Certification Authority)
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(Governance Bodies - Data Space Management Authority)
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(DS::Data Catalog - Data Asset Repository)
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(DS::Data Catalog - DS::Catalog Entry)
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(EDC::Federated Data Catalog - DS::Data Catalog)
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(Data Space Conformance Criteria - Conform with the requirements of DIN SPEC 27070:2020-03)
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(Data Space Conformance Criteria - Conform with Resource Description Framework 1.1 Profile)
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(Data Space Conformance Criteria - Conform with Open Digital Rights Language 2.2 Profile)
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(Data Space Conformance Criteria - Conform with Data Space Protocol 2024-1)
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(Data Space Conformance Criteria - Conform with Data Catalog Vocabulary (DCAT) - Version 3)
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(Data Space Conformance Criteria - Conform with the JSON-based Serialization for Linked Data 1.1)
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(NATO Data Principles - Accessible Data)
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(NATO Data Principles - Quality managed Data)
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(NATO Data Principles - Interoperable & Curated Data)
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(NATO Data Principles - Trusted Data)
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(NATO Data Principles - Regulated Data)
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(NATO Data Principles - Discoverable Data)
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(NATO Data Principles - Shared Data)
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(NATO Data Principles - Secured Data)
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(Data Strategy Outcomes - Data is accessible)
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(Data Strategy Outcomes - Data is regulated)
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(Data Strategy Outcomes - Data is trusted)
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(Data Strategy Outcomes - Data is shared)
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(Data Strategy Outcomes - Data is secure)
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(Data Strategy Outcomes - Data is quality managed )
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(Data Strategy Outcomes - Data is discoverable)
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(Data Strategy Outcomes - Data is interoperable & curated)
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(Information Management Principles - Information is a Corporate Resource)
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(Information Management Principles - Shared Information)
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(Information Management Principles - Standardized Information)
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(Information Management Principles - Life-cycle managed information)
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(Information Management Principles - Governed Information)
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(Information Management Principles - Needs driven information generation)
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(Data Discovery Services - Master Data Management Services)
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(Data Discovery Services - Reference Data Management Services)
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(Data Discovery Services - Ontology Management Services)
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(Data Discovery Services - Data Catalogue Services)
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(Data Discovery Services - Knowledge Graph Services)
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(Data Management Plane - Data Platform Monitoring Services)
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(Analytical Data Plane - Data Science Services)
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(2022 Strategic Concept - Urgent need to out-match strategic competitors and potential adversaries)
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(2022 Strategic Concept - Safeguard the freedom and security of Allies.)
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(Senior Policy Committees - Military Committee)
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(Senior Policy Committees - Security Committee)
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(Senior Policy Committees - Conference of National Armaments Directors)
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(Senior Policy Committees - Digital Policy Committee)
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(Senior Policy Committees - Archives Committee)
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(Senior Policy Committees - Resource Policy and Planning Board)
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(Senior Policy Committees - Committee for Standardization)
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(Senior Policy Committees - Defence Policy and Planning Committee)
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(2022 Strategic Concept - Commitment to the purposes and principles of the Charter of the United Nations and the North Atlantic Treaty)
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(2022 Strategic Concept - Strengthen the Alliance based on our indivisible security, solidarity, and ironclad commitment to defend each other.)
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(2022 Strategic Concept - Ensure the collective defence and security of all Allies)
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(2022 Strategic Concept - Enhance individual and collective resilience and technological edge)
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(DS::Intermediaries - Service Broker)
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(DS::Intermediaries - Service Provider)
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(Software Developers - App Store Provider)
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(Digital Certificate Services - Digital Certificate Issuance Services)
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(Digital Certificate Services - Digital Certificate Validation Services)
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(Digital Certificate Services - Digital Certificate Revocation Services )
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(Data Product Team - Data Product Custodian)
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(Data Product Team - Data Product Release Manager)
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(Data Product Team - Metadata Manager)
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(Data Product Team - Data & Security Manager)
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(Data Product Team - Data Services Manager)
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(Governance Bodies - Clearing House)
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(Governance Bodies - Identity Provider)
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(Governance Bodies - Credential Issuer)
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(Data Product - Data Product)
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(Authorization and Access Control Services - Logging and Auditing)
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(Authorization and Access Control Services - Policy Decision Point Services)
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(Authorization and Access Control Services - Policy Enforcement Point Services)
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(Authorization and Access Control Services - Policy Information Point Services)
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(ICAM Services - Digital Identity Services)
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(Authorization and Access Control Services - Policy Repository Services)
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(Authorization and Access Control Services - Policy Administration Point Services)
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(IT Infrastructure Plane - Identity, Credentials and Access Management Services)
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(Data Repository Services - Data Warehouse Services)
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(Data Space Applications and Technology - DS::Identity Provider)
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(Data Space Applications and Technology - DS::Connector (Data service))
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(Data Space Applications and Technology - DS::Vocabulary Hub)
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(Data Space Applications and Technology - DS::Clearing House)
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(Data Space Applications and Technology - DS::App Store)
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(Data Space Applications and Technology - DS::Metadata Broker)
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(Data Space Roles and Processes - Data Supplier)
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(Data Space Roles and Processes - Data Consumer)
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(Data Space Roles and Processes - Data Intermediary)
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(Data Space Roles and Processes - Software Provider)
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(Data Space Roles and Processes - Data Space Management Authority)
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(Data Space Roles and Processes - Service Broker)
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(Data Space Roles and Processes - App Store Provider)
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(Data Space Roles and Processes - Certification Authority)
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(Data Space Roles and Processes - Service Provider)
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(Data Space Roles and Processes - Vocabulary Provider)
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(Data Space Roles and Processes - Credential Issuer)
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(Data Space Roles and Processes - Identity Provider)
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(Data Space Roles and Processes - Clearing House)
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(Architecture for Interoperability of Digital technologies within the Alliance (AIDA) - Digital Backbone Reference Architecture (DBRA))
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(Architecture for Interoperability of Digital technologies within the Alliance (AIDA) - Data Centric Reference Architecture Model )
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(Digital Backbone Reference Architecture (DBRA) - Identity Reference Architecture)
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(Data Centric Reference Architecture Model - Data Space Reference Architecture)
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(Data Centric Reference Architecture Model - Data Mesh Reference Architecture)
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(Digital Backbone Reference Architecture (DBRA) - Zero Trust/Data Centric Security RA)
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(Participant Agent - Data Consumer)
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(Participant Agent - Data Provider)
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(Participant Agent - DS::Connector (Data service))
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(Open Digital Rights Language 2.2 Profile - Mandatory - ODRL Information Model 2.2)
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(Open Digital Rights Language 2.2 Profile - Mandatory - ODRL Vocabulary & Expression 2.2)
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(Open Digital Rights Language 2.2 Profile - Mandatory - ODRL Ontology 2.2)
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(NATO Data Space Data Transfer Protocol Profile - Mandatory - A JSON-based Serialization for Linked Data 1.1)
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(NATO Data Space Data Transfer Protocol Profile - Mandatory - Transfer Request Message)
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(NATO Data Space Data Transfer Protocol Profile - Mandatory - Transfer Suspension Message)
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(NATO Data Space Data Transfer Protocol Profile - Mandatory - Transfer Start Message)
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(NATO Data Space Data Transfer Protocol Profile - Mandatory - Transfer Completion Message)
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(NATO Data Space Data Transfer Protocol Profile - Mandatory - Transfer Termination Message)
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(NATO Data Space Data Transfer Protocol Profile - Recommended - DS::Data Transfer Process Binding:HTTPS)
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(NATO Data Space Catalog Query Profile - Mandatory - Dataset Request Message)
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(NATO Data Space Catalog Query Profile - Mandatory - Catalog Request Message)
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(NATO Data Space Catalog Query Profile - Recommended - DS::Catalog Binding:HTTPS)
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(NATO Data Space Catalog Query Profile - Mandatory - A JSON-based Serialization for Linked Data 1.1)
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(NATO Data Space Contract Negotiation Profile - Mandatory - Contract Offer Message)
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(NATO Data Space Contract Negotiation Profile - Mandatory - Contract Agreement Verification Message)
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(NATO Data Space Contract Negotiation Profile - Mandatory - Contract Agreement Message)
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(NATO Data Space Contract Negotiation Profile - Mandatory - Contract Request Message)
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(NATO Data Space Contract Negotiation Profile - Mandatory - Contract Negotiation Event Message)
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(NATO Data Space Contract Negotiation Profile - Recommended - DS::Contract Negotiation Binding:HTTPS)
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(NATO Data Space Contract Negotiation Profile - Mandatory - A JSON-based Serialization for Linked Data 1.1)
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(NATO Data Space Catalog Query Profile - Mandatory - DS::Catalog Specification)
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(NATO Data Space Contract Negotiation Profile - Mandatory - DS::Contract Negotiation Specification)
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(NATO Data Space Data Transfer Protocol Profile - Mandatory - DS::Data Transfer Specification)
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(NATO Data Space Contract Negotiation Profile - Mandatory - Contract Negotiation Termination Message)
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(NATO Data Space Catalog Content Profile - Mandatory - Data Catalog Vocabulary - Version 3)
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(NATO Data Space Catalog Content Profile - Mandatory - ODRL Vocabulary & Expression 2.2)
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(odrl:Policy - odrl:Permission)
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(odrl:Policy - odrl:Prohibition)
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(Data Catalog Vocabulary - Version 3 - dcat:Classes)
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(NATO Data Space Contract Negotiation Profile - Mandatory - ODRL Vocabulary & Expression 2.2)
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(NATO Data Space Contract Negotiation Profile - Mandatory - odrl:Offer)
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(NATO Data Space Contract Negotiation Profile - Mandatory - odrl:Agreement)
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(Data Space Vision and Principles - Data Ecosystem)
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(Data Space Vision and Principles - Security)
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(Data Space Vision and Principles - Sovereignty)
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(Data Space Vision and Principles - Standardized Interoperability)
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(Data Space Vision and Principles - Trust)
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(Data Space Vision and Principles - Extensibility)
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(Data Space - Data Space Applications and Technology)
-
(Data Space - Data Space Roles and Processes)
-
(ODRL Vocabulary & Expression 2.2 - odrl:Classes)
-
(odrl:Classes - odrl:Offer)
-
(odrl:Classes - odrl:Prohibition)
-
(odrl:Classes - odrl:Permission)
-
(odrl:Classes - odrl:Policy)
-
(Architecture for Interoperability of Digital technologies within the Alliance (AIDA) - NATO ISR Interoperability Architecture (NIIA))
-
(NATO Data Space Vocabulary Profile - Mandatory - RDF Primer, Resource Description Framework (RDF) Primer)
-
(NATO Data Space Vocabulary Profile - Mandatory - RDF 1.1 Concepts, Resource Description Framework (RDF) 1.1 Concepts and Abstract Syntax)
-
(NATO Data Space Vocabulary Profile - Recommended - RDF 1.1 Turtle, Terse RDF Triple Language)
-
(NATO Data Space Vocabulary Profile - Recommended - SPARQL 1.1, SPARQL 1.1 Query Language)
-
(NATO Data Space Vocabulary Profile - Mandatory - OWL 2, Web Ontology Language Document Overview (Second Edition) )
-
(NATO Data Space Vocabulary Profile - Mandatory - SKOS, Simple Knowledge Organization System Reference)
-
(NATO Data Space Vocabulary Profile - Recommended - Code List Representation (genericode) Version 1.0)
-
(NATO Data Space Vocabulary Profile - Mandatory - Qualified Dublin Core XML Schemas, version 2008-02-11)
-
(Enable Data Space implementations with external entities - Provide interoperable Data Space Components)
-
(Enable Data Space implementations with external entities - Provide clear conformance requirements )
-
(Enable Data Space implementations with external entities - Provide NATO Data Space conformance test suite)
-
(Establish an Alliance Data Sharing Ecosystem - Enable Data Space implementations with external entities)
-
(Establish an Alliance Data Sharing Ecosystem - Enable federated ICAM)
-
(Establish an Alliance Data Sharing Ecosystem - Enable (federated) Data Mesh implementations within the Alliance)
-
(Establish an Alliance Data Sharing Ecosystem - Enable federated Data Catalogs)
-
(Participant Agent - DS::Catalog Service)
-
(dcat:Resource - odrl:hasPolicy)
-
(dcat:Distribution - odrl:hasPolicy)
-
(dcat:Distribution - access URL)
-
(ICAM Services - Authorization and Access Control Services)
-
(Data Strategy for the Alliance - Establish a data governance operating model for the Alliance)
-
(Data Strategy for the Alliance - Establish an Alliance Data Sharing Ecosystem)
-
(Data Strategy for the Alliance - Establish a data centric reference architecture for the Alliance)
-
(Architecting - Architecture Management)
-
(Architecting - Architecture Evaluation)
-
(Architecting - Architecture Description)
-
(Architecting - Architecture Enablement)
-
(Architecting - Architecture Governance)
-
(Architecting - Architecture Conceptualization)
-
(Business Modelling - Maintain Business Models)
-
(Business Modelling - Develop Business Models)
-
(Business Modelling - Establish Business Model Governance)
-
(NATO's Digital Backbone - Policy-based Access Control)
-
(Data Mesh - Data Mesh Vision and Principles)
-
(Data Mesh Vision and Principles - Domain Ownership/ Decentralized Stewardship)
-
(Data Mesh Vision and Principles - Data as a Product)
-
(Data Mesh Vision and Principles - Self-Service Data Platform)
-
(Data Mesh Vision and Principles - Federated Computational Data Governance)
-
(Data Mesh - Data Mesh Applications and Technology)
-
(Data Mesh Applications and Technology - NCDF Data Product API)
-
(Data Mesh Applications and Technology - Domain Data Product API)
-
(Data Mesh Applications and Technology - Data Repository Services)
-
(Data Mesh Applications and Technology - Data Ingestion Services)
-
(Data Mesh Applications and Technology - Data Disposition Services)
-
(Data Mesh Applications and Technology - Data Discovery Services)
-
(Data Mesh Applications and Technology - Data Centric Security Services)
-
(Data Mesh Applications and Technology - NCDF Data Lake API)
-
(Data Mesh - Data Mesh Roles and Processes)
-
(Data Mesh Roles and Processes - Manage Data Product Lifecycle)
-
(Data Mesh Roles and Processes - Manage Data Platform Capabilities)
-
(NATO Data Centric Regulatory Documents - Data Strategy for the Alliance)
-
(NATO Data Centric Regulatory Documents - Alliance C3 Policy)
-
(NATO Data Centric Regulatory Documents - Data Centric Reference Architecture for the Alliance)
-
(Data Centric Governance - NATO Data Centric Regulatory Documents)
-
(NATO Data Centric Regulatory Documents - Data Exploitation Framework Policy)
-
(NATO Data Centric Regulatory Documents - Data Centric Security Implementation Plan)
-
(Data Centric Governance Roles and Processes - Data Consumer)
-
(Data Centric Governance Roles and Processes - Chief Data Officer)
-
(Data Centric Governance Roles and Processes - Data Architect)
-
(Data Centric Governance Roles and Processes - Archivist)
-
(Data Centric Governance Roles and Processes - Data Owner)
-
(Data Centric Governance Roles and Processes - Data Steward)
-
(Data Centric Governance Roles and Processes - Data Governance Board)
-
(Data Centric Governance - Data Centric Governance Roles and Processes)
-
(Establish an Alliance Data Sharing Ecosystem - Enable Data Labeling)
-
(Establish an Alliance Data Sharing Ecosystem - Provide a NATO Model and Data Sharing Hub)
-
(NATO Data Product Profile - Optional - Open Data Product Specification (ODPS) 3.0)
-
(NATO Data Product Profile - Mandatory - Confidentiality Metadata Label Syntax)
-
(NATO Data Product Profile - Mandatory - Metadata Binding Mechanism)
-
(NATO Data Product Profile - Mandatory - Profiles for Binding Metadata to a Data Object)
-
(NATO Data Product Profile - Mandatory - NATO Core Metadata Specification)
-
(Principal NATO Committees - North Atlantic Council)
-
(Principal NATO Committees - Military Committee)
-
(Principal NATO Committees - Nuclear Planning Group)
-
(Level 1 NATO Committees - Deputies Committee)
-
(Level 1 NATO Committees - Political Committee )
-
(Level 1 NATO Committees - Partnerships and Cooperative Security Committee)
-
(Level 1 NATO Committees - Defence Policy and Planning Committee)
-
(Level 1 NATO Committees - Committee on Proliferation)
-
(Level 1 NATO Committees - Digital Policy Committee)
-
(Level 1 NATO Committees - Operations Policy Committee)
-
(Level 1 NATO Committees - High Level Task Force on Conventional Arms Control)
-
(Level 1 NATO Committees - Verification Coordinating Committee)
-
(Level 1 NATO Committees - Conference of National Armaments Directors)
-
(Level 1 NATO Committees - Committee for Standardization)
-
(Level 1 NATO Committees - Logistics Committee)
-
(Level 1 NATO Committees - Integrated Air and Missile Defence Policy Committee)
-
(Level 1 NATO Committees - Resource Policy and Planning Board)
-
(Level 1 NATO Committees - Aviation Committee)
-
(Level 1 NATO Committees - Resilience Committee)
-
(Level 1 NATO Committees - Committee on Public Diplomacy)
-
(Level 1 NATO Committees - Council Operations and Exercises Committee)
-
(Level 1 NATO Committees - Security Committee)
-
(Level 1 NATO Committees - Civilian Intelligence Committee)
-
(Level 1 NATO Committees - Archives Committee)
-
(Alliance C3 Policy - Federation of Communication Services Policy)
-
(Manage Data Product Lifecycle - Design Data Product)
-
(Manage Data Product Lifecycle - Publish Data Product)
-
(Manage Data Product Lifecycle - Maintain Data Product)
-
(Manage Data Product Lifecycle - Disposition of Data Product)
-
(Data Space - Data Space Information and Data)
-
(Data Space Information and Data - Data Product Specification)
-
(Data Space Information and Data - DS::Data Catalog)
-
(Data Space Information and Data - DS::Policy)
-
(Data Space Information and Data - DS::Agreement)
-
(Army Unified Data Reference Architecture (UDRA) v1.0 - UDRA 1.0 Activities)
-
(DMRA::Data Platform Services - Data and Metadata Profiles (xBOMs))
-
(DMRA 2.6 ICT Services - Quality Management Services)
-
(DMRA::Data Platform Services - Data Mesh Pub/Sub)
-
(Priority Areas of Action - Maximising the value of data to transform decision-making.)
-
(Business Support Services - ERP Services)
-
(DMRA::Data Platform Services - Data Product Search)
-
(Data Exploitation Desired Outcomes - Greater Alliance value from data, with increased evidence-informed decision- making within the political and military spheres;)
-
(Data Exploitation Desired Outcomes - Greater awareness, usability, and availability of quality data)
-
(Business Support Services - Information Management Services)
-
(DMRA 2.6 ICT Services - Data Mesh Pub/Sub)
-
(Data Mesh - Data Mesh Processes)
-
(Data usage - Data sharing)
-
(Data Exploitation Principles - Adherence to Applicable Legal and Regulatory Frameworks)
-
(Data Product Request - Receive & analyze data product need)
-
(NATO Data Principles - Trusted Data)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Analyst)
-
(Data Exploitation Principles - Governed Analytics)
-
(Data Exploitation Desired Outcomes - Trusted, sound data, and its coherent governance to ensure data are treated as a valuable strategic asset)
-
(DMRA 2.6 ICT Services - Data Product Life Cycle Management)
-
(DMRA 2.6 ICT Services - Data Security Classification)
-
(Platform Services - Composition Services)
-
(DMRA 2.6 ICT Services - Data and Metadata Profiles (xBOMs))
-
(IC DRA 1.1 Data Management Activities - Procide feedback on data product)
-
(DMRA 2.6 ICT Services - Mesh Instrumentation Tools)
-
(Data Exploitation Principles - Enabled Data Use and Custodianship)
-
(UDRA 1.0 Activities - Register data product)
-
(U.S. DMRA 2.6 Roles - Data Product Custodian)
-
(Data Mesh - Data Mesh Roles)
-
(Data Space - Data Space Processes)
-
(NATO Data Principles - Accessible Data)
-
(Strategic Goal #1 (People) - Objective 1.1: Leadership driven integration of data exploitation)
-
(Priority Areas of Action - Capitalizing on data as a strategic asset.)
-
(Business Support Services - Communication and Collaboration Services)
-
(IC DRA 1.1 Data Management Functions - Data Product Utilization)
-
(U.S. DMRA 2.6 Roles - Data Scientist)
-
(Platform Services - Message-Oriented Middleware Services)
-
(Data Strategy Outcomes - The Alliance is the global leader in data-centric defence organizations.)
-
(US Intelligence Community Data Lifecycle Phases - Analyze & Exploit)
-
(US Intelligence Community Data Lifecycle Phases - Plan & Task)
-
(NATO Data Principles - Shared Data)
-
(Data Exploitation Desired Outcomes - Increased sharing of NATO, Alliance, and Coalition data and capabilities)
-
(IC DRA 1.1 Data Management Functions - Data Product Usage Management)
-
(UDRA 1.0 Activities - Address feedback)
-
(Infrastructure Services - Infrastructure CIS Security Services)
-
(Platform Services - Mediation Services)
-
(DOD Data Strategy 2020 Goals - Make Data Secure)
-
(DMRA 2.6 ICT Services - Policy Access Control)
-
(DMRA::Data Platform Services - Federated Data Catalog)
-
(Platform Services - Platform CIS Security Services)
-
(DMRA 2.6 Principles - Self-serve data infrastructure platform)
-
(DoD Data Mesh Reference Architecture (DMRA) 2.6 - DMRA 2.6 ICT Services)
-
(DMRA 2.6 Principles - DoD DMRA::Data as a Product)
-
(DMRA 2.6 ICT Services - Digital Policy Administration)
-
(DOD Data Strategy 2020 Goals - Make Data Trustworthy)
-
(Data Space - Data Space Platform)
-
(IC DRA 1.1 Data Management Functions - Data Product Discovery)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Scientist)
-
(DMRA::Data Platform Services - Quality Management Services)
-
(Data Exploitation Principles - Appropriately handled Unattributed data)
-
(UDRA 1.0 Activities - UDRA::Identify data product need)
-
(Data Strategy Outcomes - The Alliance Data Sharing Ecosystem enables NATO to share and exploit data at scale.)
-
(UDRA 1.0 Activities - Discover data product)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Steward)
-
(DMRA 2.6 ICT Services - UID)
-
(IC DRA 1.1 Data Management Activities - Request modification to existing data product)
-
(U.S. DMRA 2.6 Roles - Data Librarian)
-
(Business Support Services - Geospatial Services)
-
(DMRA::Data Platform Services - Mediation Hub Services)
-
(IC DRA 1.1 Data Management Functions - Data Product Creation)
-
(Data Exploitation Goals and Objectives - Strategic Goal #3 (Technology))
-
(Data quality management - Data quality improvement)
-
(Business Support Services - Data Science Services)
-
(Priority Areas of Action - Establishing a trusted and consistent approach to data-centric action for the Alliance.)
-
(Data Exploitation Principles - Interoperable by Design)
-
(IC DRA 1.1 Data Management Functions - Domain Creation & Management)
-
(Data quality management - Data quality planning)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Provider)
-
(Data Exploitation Goals and Objectives - Strategic Goal #2 (Processes))
-
(U.S. DMRA 2.6 Roles - Data Steward)
-
(Business Support Services - Business Support CIS Security Services)
-
(Infrastructure Services - Infrastructure Processing Services)
-
(DOD Data Strategy 2020 Goals - Make Data Interoperable)
-
(IC DRA 1.1 Data Management Activities - IC DRA::Identify data product need)
-
(DMRA::Data Platform Services - Mesh Performance Analytics)
-
(NATO Data Principles - Regulated Data)
-
(Platform Services - Web Platform Services)
-
(IC DRA 1.1 Data Management Functions - Infrastructure Management)
-
(Data Product Request - Request modification to existing data product)
-
(Data Exploitation Desired Outcomes - Improvements in programs, policies, and capabilities development)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Librarian)
-
(Data quality management - Data quality assurance)
-
(DMRA::Data Platform Services - Semantic Services)
-
(DMRA 2.6 Principles - Federated Computational Governance)
-
(Data Product Request - Provide feedback on data product)
-
(IC DRA 1.1 Data Management Functions - Semantic Service Management)
-
(Data Exploitation Desired Outcomes - Better reporting on data exploitation and analysis results to decision-makers)
-
(Federated Data Sharing Ecosystem - Data Space)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Architect)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Domain Representative)
-
(UDRA 1.0 Activities - Provide feedback)
-
(IC DRA 1.1 Data Management Functions - Data Product Request)
-
(Data Exploitation Desired Outcomes - Data exploitation efforts aligned with core Alliance values, including the protection of personally identifiable information and privacy)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Engineer)
-
(DoD Data Mesh Reference Architecture (DMRA) 2.6 - DMRA 2.6 Principles)
-
(DOD Data Strategy 2020 Goals - Make Data Linked)
-
(IC DRA 1.1 Data Management Functions - Data Product Access Management)
-
(Infrastructure Services - Infrastructure SMC Services)
-
(U.S. DMRA 2.6 Roles - Data Analyst)
-
(Platform Services - Platform SMC Services)
-
(Platform Services - Information Platform Services)
-
(Strategic Goal #1 (People) - Objective 1.3: Established specialized data science competencies and increasing numbers of data science practitioners)
-
(DMRA::Data Platform Services - Policy Access Control)
-
(Infrastructure Services - Infrastructure Networking Services)
-
(IC DRA 1.1 Data Management Activities - Request new data product)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Product Custodian)
-
(DMRA 2.6 ICT Services - Semantic Services)
-
(DMRA 2.6 Principles - Domain ownership)
-
(Data Exploitation Principles - Digitized & Registered Quality Data)
-
(DMRA::Data Platform Services - Data Exchange Management)
-
(NATO Data Principles - Interoperable & Curated Data)
-
(Infrastructure Services - Infrastructure Storage Services)
-
(U.S. DMRA 2.6 Roles - Data Architect)
-
(Data Exploitation Desired Outcomes - Information superiority across all areas of the Alliance)
-
(DMRA 2.6 ICT Services - Mesh Performance Analytics)
-
(DMRA 2.6 ICT Services - Data Exchange Management)
-
(NATO Data Principles - Secured Data)
-
(NATO Data Principles - Quality managed Data)
-
(Data provider - Data Platform A)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Custodian)
-
(Data Exploitation Desired Outcomes - Increased numbers of data science practictioners participating in a culture of innovation, learning, and experimentation to ease access to data exploitation)
-
(US Intelligence Community Data Lifecycle Phases - Process & Transform)
-
(IC DRA 1.1 Data Management Functions - Security Services Management)
-
(Platform Services - Data Platform Services)
-
(UDRA 1.0 Activities - Retrieve data product)
-
(DMRA::Data Platform Services - Mesh Instrumentation Tools)
-
(IC DRA 1.1 Data Management Functions - Data Services Management)
-
(Data Strategy Outcomes - Data is treated as a strategic asset.)
-
(Data Product Request - Request new data product)
-
(DMRA::Data Platform Services - Data Product Life Cycle Management)
-
(Data usage - Data use)
-
(DoD Data Mesh Reference Architecture (DMRA) 2.6 - U.S. DMRA 2.6 Roles)
-
(Data Space - Data Space Roles)
-
(Data Strategy Outcomes - Data is of sufficient quality and available for exploitation by humans and machines.)
-
(DMRA::Data Platform Services - Digital Policy Administration)
-
(IC DRA 1.1 Data Management Functions - Data Acquisition)
-
(US Intelligence Community Data Lifecycle Phases - Acquire & Assess)
-
(US Intelligence Community Data Lifecycle Phases - Preserve or Dispose)
-
(NATO Data Principles - Discoverable Data)
-
(Federated Data Sharing Ecosystem - Trusted Data Sharing)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Modeler)
-
(IC DRA 1.1 Data Management Functions - Data Product Management)
-
(U.S. DMRA 2.6 Roles - Data Engineer)
-
(Priority Areas of Action - Investing in the skills and leadership capable of addressing the data needs of tomorrow.)
-
(Data Exploitation Goals and Objectives - Strategic Goal #1 (People))
-
(Data Product Request - IC DRA::Identify data product need)
-
(DOD Data Strategy 2020 Goals - Make Data Visible)
-
(DMRA 2.6 ICT Services - Mediation Hub Services)
-
(DMRA 2.6 ICT Services - Data Product Search)
-
(US Intelligence Community Data Lifecycle Phases - Discover & Access)
-
(Data Consumer - Data Platform B)
-
(Strategic Goal #1 (People) - Objective 1.2: Broadened data literacy)
-
(IC DRA 1.1 Data Management Functions - Data Product Security)
-
(U.S. DMRA 2.6 Roles - Data Custodian)
-
(Data Strategy Outcomes - NATO Workforce is skilled to manage data to provide quality data that can be exploited to drive advantage.)
-
(U.S. IC DRA 1.1 Data Management Roles - Data Consumer)
-
(Data quality management - Data quality control)
-
(Data usage - Data exchange)
-
(DMRA 2.6 ICT Services - Federated Data Catalog)
-
(IC DRA 1.1 Data Management Functions - SME Service Management)
-
(Business Support Services - Business Support SMC Services)
-
(Federated Data Sharing Ecosystem - Data Mesh)
-
(IC DRA 1.1 Data Management Functions - Federated Computational Governance)
-
(DMRA 2.6 Principles - Mesh performance monitoring)
-
(Strategic Goal #1 (People) - Objective 1.4: Commitment to staff development in data exploitation and use)
-
(DOD Data Strategy 2020 Goals - Make Data Understandable)
-
(IC DRA 1.1 Data Management Activities - Receive & analyze data product need)
-
(Data Mesh - Data Mesh Platform)
-
(Data Exploitation Principles - Data are a Shared, Strategic Asset)
-
(IC DRA 1.1 Data Management Functions - Data Tag)
-
(UDRA 1.0 Activities - Produce data product)
-
(DOD Data Strategy 2020 Goals - Make Data Accessible)
-
(US Intelligence Community Data Lifecycle Phases - Data Governance)
-
(Data Labeling - Data Labeling Roles and Processes)
-
(Data Labeling Roles and Processes - Data Security Specialist)
-
(Data Labeling Roles and Processes - Subject Matter Expert)
-
(Data Labeling Roles and Processes - Training Data Quality Assurance Specialist)
-
(Data Labeling Roles and Processes - AI/ML Engineer)
-
(Data Labeling Roles and Processes - Data Annotator/ Labeler)
-
(Data Labeling Roles and Processes - Training Data Acquisition and Preparation)
-
(Data Labeling Roles and Processes - Data Annotation and Labeling)
-
(Data Labeling Roles and Processes - Quality Assurance and Validation)
-
(Data Labeling Roles and Processes - Training Dataset Dissemination)
-
(Data Labeling Roles and Processes - Compliance Management)
-
(Data Labeling Roles and Processes - Continual Improvement)
-
(Data Labeling - Data Labeling Applications and Technology)
-
(Data Labeling Applications and Technology - Data Annotation and Labeling Applications)
-
(Data Labeling Applications and Technology - Data Repository Services)
-
(Data Labeling Applications and Technology - Data Catalogue Services)
-
(Data Labeling Applications and Technology - Ontology Management Services)
-
(Data Labeling Applications and Technology - Reference Data Management Services)
-
(Data Labeling - Data Labeling Vision and Principles)
-
(Data Labeling Vision and Principles - Accuracy and Quality Assurance)
-
(Data Labeling Vision and Principles - Bias Mitigation)
-
(Data Labeling Vision and Principles - Traceability and Explainability)
-
(Data Labeling Vision and Principles - Security and Privacy)
-
(Data Labeling Vision and Principles - Responsibility and Accountability)
-
(Data Labeling Vision and Principles - Scalability and Interoperability)
-
(Data Labeling Vision and Principles - Ethical Alignment)
-
(Data Labeling Vision and Principles - Continuous Improvement)
-
(Data Labeling Vision and Principles - Compliance with recognized Standards)
-
(Data Mesh Roles and Processes - Domain Data Owner)
-
(Data Mesh Roles and Processes - Data Product Team)
-
(Data Mesh Roles and Processes - Data Steward)
-
(Data Mesh Roles and Processes - Data Governance Board)
-
(Data Mesh Roles and Processes - Data Consumer)
-
(Data Mesh Roles and Processes - Data Architect)
-
(NATO Data Centric Regulatory Documents - Data Exploitation Framework Strategic Plan)
-
(NATO Data Centric Regulatory Documents - Data Exploitation Programme Implementation Plan)
-
(Data Centric Governance Roles and Processes - Federated Data Governance)
-
(Data Centric Governance Roles and Processes - Manage Data Governance Support Services)
-
(Identity, Credentials and Access Management Services - Digital Identity Services)
-
(Data Mesh Vision and Principles - Mesh performance monitoring)
-
(Data Space Roles and Processes - Onboarding)
-
(Data Space Roles and Processes - Offering Data)
-
(Data Space Roles and Processes - Negotiating Contract)
-
(Data Space Roles and Processes - Exchanging Data)
-
(Data Space Roles and Processes - Publishing and using Data Apps)
-
(Architecting - Business Modelling)
-
(Data Mesh Applications and Technology - Message-Oriented Middleware Services)
-
(Data Management Plane - Message-Oriented Middleware Services)
-
(Data Management Plane - Data Platform Monitoring Services)
-
(Data Platform Monitoring Services - Data Quality Monitoring Services)
-
(Data Platform Monitoring Services - Data Platform Performance Services)
-
(Data Platform Monitoring Services - Data Flow Monitoring Services)
-
(Data Mesh Applications and Technology - Data Platform Monitoring Services)
-
(Data Management Plane - Unique Identifier Services)
-
(Data Management Plane - Data Format Transformation Services)
-
(IT Infrastructure Plane - Infrastructure Storage Services)
-
(IT Infrastructure Plane - Infrastructure CIS Security Services)
-
(IT Infrastructure Plane - Infrastructure Processing Services)
-
(IT Infrastructure Plane - Infrastructure Networking Services)
-
(IT Infrastructure Plane - Infrastructure SMC Services)
-
(Infrastructure Networking Services - Caching Services)
-
(Infrastructure Networking Services - Proxying Services)
-
(Infrastructure Networking Services - Virtualized Networking Services)
-
(Infrastructure Networking Services - Network Load Balancing Services)
-
(Infrastructure Networking Services - Distributed Time Services)
-
(Infrastructure Networking Services - Remote Access Services)
-
(Infrastructure CIS Security Services - Authentication Services)
-
(Infrastructure CIS Security Services - Digital Certificate Services)
-
(Infrastructure CIS Security Services - Digital Identity Services)
-
(Infrastructure CIS Security Services - Authorization and Access Control Services)
-
(Infrastructure CIS Security Services - Intrusion Detection Services)
-
(Infrastructure CIS Security Services - Infrastructure Cryptography Services)
-
(Infrastructure Networking Services - Domain Name Services)
-
(Infrastructure Networking Services - Host Configuration Services)
-
(Platform CIS Security Services - Policy Enforcement Point Services)
-
(Platform CIS Security Services - Policy Decision Point Services)
-
(Platform CIS Security Services - Policy Administration Point Services)
-
(Platform CIS Security Services - Policy Information Point Services)
-
(Platform CIS Security Services - Information Labeling Services)
-
(Platform CIS Security Services - Security Token Services)
-
(Platform CIS Security Services - Platform Guard Services)
-
(Federated Data Sharing Ecosystem - Internet)
-
(Data Product Team - Data Librarian)
-
(IT Infrastructure Plane - Identity, Credentials and Access Management Services)
-
(IT Infrastructure Plane - Infrastructure Services)
-
(Data Centric Governance - Master- and Reference Data Management)
-
(Master- and Reference Data Management - MDM/RDM Vision and Principles)
-
(MDM/RDM Vision and Principles - Reduced fragmentation of the data entities)
-
(MDM/RDM Vision and Principles - Trusted, central vocabulary of master- and reference data)
-
(MDM/RDM Vision and Principles - Authoritative MD/RD)
-
(MDM/RDM Vision and Principles - Shared MD/RD)
-
(MDM/RDM Vision and Principles - Standardized MD/RD)
-
(MDM/RDM Vision and Principles - Meeting organizational data requirements)
-
(MDM/RDM Vision and Principles - Managing data quality)
-
(MDM/RDM Vision and Principles - Managing the costs of data integration:)
-
(MDM/RDM Vision and Principles - Reducing risk)
-
(Master- and Reference Data Management - MDM/RDM Roles and Processes)
-
(Data Quality Team - Chief Data Officer)
-
(Data Quality Team - Data Owner)
-
(Data Quality Team - Data Steward)
-
(Data Quality Team - Data Custodian)
-
(Data Quality Team - Data Analyst)
-
(Data Quality Team - Data Quality Analyst)
-
(Data Quality Team - Data Security Officer)
-
(Data Quality Team - Data Supplier)
-
(Data Quality Team - Data Consumer)
-
(Data Quality Team - Data Architect)
-
(Data Centric Governance - Data Quality Management)
-
(Data Quality Management - DQM Roles and Processes)
-
(DQM Roles and Processes - Data Quality Team)
-
(Data Quality Management - DQM Applications and Technology)
-
(DQM Applications and Technology - Data Quality Monitoring Services)
-
(DQM Roles and Processes - Data Quality Improvement)
-
(Data Quality Management - DQM Vision and Principles)
-
(DQM Vision and Principles - Criticality)
-
(DQM Vision and Principles - Prevention)
-
(DQM Vision and Principles - Root cause remediation)
-
(DQM Vision and Principles - Standards-driven)
-
(DQM Vision and Principles - Objective measurement)
-
(DQM Vision and Principles - Business processes driven)
-
(DQM Vision and Principles - Systematically enforced)
-
(DQM Vision and Principles - Connected to service levels)
-
(DQM Vision and Principles - Lifecycle management)
-
(DQM Vision and Principles - Develop a governed approach to make data fit for purpose based on data consumers’ requirements.)
-
(DQM Vision and Principles - Define standards, requirements, and specifications for data quality controls as part of the data lifecycle.)
-
(DQM Vision and Principles - Identify and advocate for opportunities to improve the quality of data, through process and system improvements.)
-
(DQM Vision and Principles - Shared Stewardship)
-
(DQM Vision and Principles - Data Quality Framework)
-
(DQM Roles and Processes - Data Quality Planning)
-
(DQM Roles and Processes - Data Quality Control)
-
(DQM Roles and Processes - Data Quality Assurance)
-
(Data Quality Planning - Data Quality Implementation Planning)
-
(Data Quality Planning - Requirements Management)
-
(Data Quality Planning - Data Quality Regulations Management)
-
(Data Quality Planning - Data Quality Strategy Management)
-
(Data Quality Control - Provision of Data Specifications and Work Instructions)
-
(Data Quality Control - Data Quality Monitoring and Control)
-
(Data Quality Assurance - Review of Data Quality Issues)
-
(Data Quality Assurance - Provision of Measurement Criteria)
-
(Data Quality Assurance - Measurement of Data Quality and Process Performance)
-
(Data Quality Assurance - Evaluation of Measurement Results)
-
(Data Quality Control - Data Processing)
-
(Data Quality Improvement - Plan Data Remediation)
-
(Data Quality Improvement - Data Remediation and Cleansing)
-
(Data Quality Improvement - Review Data Remediation)
-
(Data Quality Improvement - Improve Data Quality Management)
-
(Data Quality Management - Data Quality Control)
-
(Data Quality Management - Data Quality Assurance)
-
(Data Quality Management - Data Quality Improvement)
-
(Data Quality Management - Data Quality Planning)
-
(Data Quality Monitoring Services - Data Profiling Services)
-
(Data Quality Monitoring Services - Data Quality Reporting Services )
-
(Data Quality Monitoring Services - Data Validation and Remediation Services)
-
(Data Modeling & Design Roles and Processes - Data Modeler)
-
(Data Modeling & Design - Data Modeling & Design Roles and Processes)
-
(Data Modeling & Design Roles and Processes - Plan for Data Modeling)
-
(Data Modeling & Design Roles and Processes - Data Model & Design Quality Management)
-
(Data Modeling & Design Roles and Processes - Build the Data Models)
-
(Data Modeling & Design Roles and Processes - Review the Data Models)
-
(Data Modeling & Design Roles and Processes - Maintain the Data Models)
-
(Data Quality Management - DQM Information and Data)
-
(DQM Information and Data - Data Quality Service Level Agreement)
-
(DQM Information and Data - Data Quality Management Procedures)
-
(DQM Information and Data - Data Quality Standards/Indicators)
-
(DQM Information and Data - Data Quality Rules)
-
(MDM/RDM Vision and Principles - Corporate MD/RD)
-
(MDM/RDM Vision and Principles - Managed MD/RD lifecycle)
-
(MDM/RDM Roles and Processes - Master Data Management )
-
(MDM/RDM Roles and Processes - Reference Data Management)
-
(Master- and Reference Data Management - MDM/RDM Information and Data)
-
(MDM/RDM Information and Data - Reference Data)
-
(MDM/RDM Information and Data - Master Data)
-
(MDM/RDM Roles and Processes - Data Steward)
-
(Master Data Management - Master Data Modeling)
-
(Master Data Management - Master Data Acquisition)
-
(Master Data Management - Data Refinement)
-
(Master Data Management - Entity Resolution)
-
(Entity Resolution - Entity Matching)
-
(Entity Resolution - Resolve Matching Issues)
-
(Master Data Management - Identiity Resolution)
-
(MDM/RDM Applications and Technology - Master Data Management Services)
-
(Master Data Management - Entity Relationship Managment)
-
(MDM/RDM Applications and Technology - Reference Data Management Services)
-
(MDM/RDM Applications and Technology - Database Services)
-
(Data Mesh - Allied Data Domains)
-
(Data Mesh Roles and Processes - Allied Data Domains)
-
(Reference Data Management - Reference Data Modeling)
-
(Reference Data Management - Hierarchy and Relationship Management)
-
(Reference Data Management - Reference Data Distribution )
-
(Reference Data Management - Reference Data Change Management)
-
(Data Domain - Data Product Team)
-
(Reference Data Management - Reference Data Integration)
-
(Data Analytics - Data Analytics Roles and Processes)
-
(Data Analytics Roles and Processes - Data Analyst)
-
(Data Analytics - Data Analytics Applications and Technology)
-
(Data Analytics Applications and Technology - Machine Learning Services)
-
(Data Analytics Applications and Technology - Statistical Analysis Services)
-
(Data Analytics Applications and Technology - Analytics Services)
-
(Data Analytics Applications and Technology - Reporting Services)
-
(Data Analytics Roles and Processes - Data Scientist)
-
(Data Space Information and Data - Controlled Vocabulary)
-
(Data Analytics Roles and Processes - Data Engineer)
-
(Data Analytics Roles and Processes - Visualization Designer)
-
(Data Analytics Applications and Technology - Data Visualisation Services )
-
(Data Exploitation Principles - Adherence to Applicable Legal and Regulatory Frameworks)
-
(Data Exploitation Principles - Data are a shared, strategic asset)
-
(Data Exploitation Principles - Enabled Data Use and Custodianship)
-
(Data Exploitation Principles - Digitized & Registered Quality Data)
-
(Data Exploitation Principles - Governed Analytics)
-
(Data Exploitation Principles - Interoperable by Design)
-
(Data Exploitation Principles - Appropriately Handled Unattributed Data.)
-
(Data Analytics Vision and Principles - Data are a shared, strategic asset)
-
(Data Analytics Vision and Principles - Adherence to Applicable Legal and Regulatory Frameworks)
-
(Data Analytics Vision and Principles - Enabled Data Use and Custodianship)
-
(Data Analytics Vision and Principles - Digitized & Registered Quality Data)
-
(Data Analytics Vision and Principles - Governed Analytics)
-
(Data Analytics Vision and Principles - Interoperable by Design)
-
(Data Analytics Vision and Principles - Appropriately Handled Unattributed Data.)
-
(Data Analytics - Data Analytics Vision and Principles)
-
(Data Analytics Roles and Processes - Business Analyst)
-
(Data Analytics Roles and Processes - Data Librarian)
-
(Analytical Support - Analyze Data)
-
(Analytical Support - Define Problem)
-
(Analytical Support - Prepare Data)
-
(Analytical Support - Acquire Data)
-
(Analytical Support - Present Findings)
-
(Data Analytics Roles and Processes - Analytical Support)
-
(Data Analytics Roles and Processes - Decision Maker)
-
(Data Mesh Roles and Processes - IT Architect)
-
(Digital Interoperability Framework - Alliance Interoperability Coherence Initiative)
-
(Digital-ready Processes - Modernize the procurement rules and acquisition processes)
-
(Alliance Digital Initiatives - Leverage, align, and expedite Alliance capability development with FMN)
-
(Digital-ready Workforce - Digital Transformation inputs to the NATO-wide HR Strategy)
-
(Design an Alliance-wide architecture for the Digital Backbone - Conceptual architecture for federated search)
-
(Accelerated delivery of next-generation Modelling and Simulation Services - Accelerated delivery of next-generation Modelling and Simulation Services IOC)
-
(Digital Backbone - Develop CIS survivability and resilience requirements)
-
(Enable data-centric and semantic interoperability-by-design - Incorporate the NATO Core Metadata Standards into their respective NATO Data Standards)
-
(Alignment of Digital Programmes - Align and advance implementation of Space as an Operational Domain)
-
(Alignment of Digital Programmes - Align implementation of Multi-Domain/Joint Effects Synchronisation, Targeting and Fires’ capabilities)
-
(Digital-ready Processes - Digital Transformation Maturity Model)
-
(Digital Interoperability Framework - Review and modernise standards portfolio, maximising adoption and co-development of civil standards, where feasible)
-
(Digital-ready Processes - Standardize and digitise workforce processes)
-
(Align consumption of common geospatial services to relevant NATO CIS - Core GIS Increment 3 mitigation delivery)
-
(Data Centric Governance - Enable data-centric and semantic interoperability-by-design)
-
(Data Centric Governance - Aligned data-centric governance framework overview)
-
(Establish NATO Enterprise processes for registering and managing quality data throughout its lifecycle - Development and implementation of an Enterprise-wide Directive to ensure Personal Data Protection)
-
(Data Centric Governance - Deliver technical services to manage taxonomies and semantic references as part of overall master data management)
-
(Digital Services for a Data-Driven Alliance - Accelerated delivery of next-generation Modelling and Simulation Services)
-
(Alliance Digital Workplace - Develop a Digital Workplace)
-
(Data Centric Governance - Establish NATO Enterprise processes for registering and managing quality data throughout its lifecycle)
-
(Digital-ready Processes - Establish coherent NATO Enterprise IT Service management processes)
-
(Digital-ready Workforce - Balance workforce capacity with Digital Transformation demands within NCIA)
-
(Align consumption of common geospatial services to relevant NATO CIS - Provision of tools to ensure coherent and high speed geospatial fusion and analysis across all domains)
-
(Digital Services for a Data-Driven Alliance - Alliance Digital Workplace)
-
(Alliance Digital Initiatives - Forum for Alliance Digital Transformation cooperation programmes)
-
(Digital-ready Workforce - Establish Training Disciplines to ensure availability of training programmes on digital technologies and EDTs)
-
(Digital Backbone - Deliver an Alliance secure and scalable cloud environment)
-
(Data Centric Governance - Alliance data-centric governance programme)
-
(Deliver technical services to manage taxonomies and semantic references as part of overall master data management - Deliver technical services to manage taxonomies FOC)
-
(Promote Alliance Federation Core and Community of Interest Services (AFS) - Service Federation Consolidation)
-
(Digital-ready Processes - Ensure that innovation projects’ initiation processes address agreed military and business requirements)
-
(Digital Backbone - Develop a Strategy for C3B Next Generation Networks)
-
(Data Centric Governance - Facilitate implementation of NATO Core Metadata Standards)
-
(Enable data-centric and semantic interoperability-by-design - Provide semantic mapping of their semantic reference models to NATO’s Core Data Framework)
-
(Alignment of Digital Programmes - Align and accelerate data exploitation and AI capability delivery programmes to expedite data exploitation capacity building)
-
(Promote Alliance Federation Core and Community of Interest Services (AFS) - Establish common approach to make digital services available)
-
(Establish NATO Enterprise processes for registering and managing quality data throughout its lifecycle - Develop the necessary management processes and procedures for NATO Enterprise staff)
-
(Cooperation with Industry and academia - Recommendations for a multi-technology framework contract)
-
(Enable data-centric and semantic interoperability-by-design - Submit a plan to C3B for achieving these activities, and report annually on their progress)
-
(Alliance Data Sharing Ecosystem - Accelerate innovative uses for data exploitation and AI, whilst leveraging on and contributing to the Alliance Data Sharing Ecosystem)
-
(Alignment of Digital Programmes - Ensure NATO Enterprise’s Digital Transformation Action Plan includes Requirements stemming from the Digital Transformation Implementation Strategy)
-
(Digital Backbone - Establish an Alliance-wide secure and flexible digital network infrastructure)
-
(Digital Interoperability Framework - Ensure interoperability requirements captured in NDPP)
-
(Alignment of Digital Programmes - Adapt facilities to host critical technology infrastructure)
-
(Digital Backbone - Promote Alliance Federation Core and Community of Interest Services (AFS))
-
(Cooperation with Industry and academia - Leverage ACT’s Framework For Collaborative Interaction (FFCI) with Industry and Academia)
-
(Enable data-centric and semantic interoperability-by-design - Initiate, share, and maintain the taxonomies and semantic reference models)
-
(Alignment of Digital Programmes - Adapt legacy C2 CIS applications to enable cross-domain C2 and information exchange, and support MDO and DT requirements)
-
(Digital Interoperability Framework - Enable automation in standards interoperability)
-
(Digital-ready Combat Forces - Ensure requirements captured in NDPP)
-
(Digital-ready Combat Forces - Leverage collective exercises to train combat forces to be digital-ready and MDO ready)
-
(Alignment of Digital Programmes - Align intelligence systems through further development of the NISA Strategy)
-
(Alignment of Digital Programmes - Align cybersecurity programmes to improve the cybersecurity posture of the NATO Enterprise)
-
(Design an Alliance-wide architecture for the Digital Backbone - Modernize security architecture)
-
(Deliver an Alliance secure and scalable cloud environment - Cloud-based innovation platforms)
-
(Enable data-centric and semantic interoperability-by-design - Use the Semantic Reference models for the development/ maintenance of their Standards)
-
(Deliver an Alliance secure and scalable cloud environment - Support to the Alliance Data Sharing Ecosystem)
-
(Digital Services for a Data-Driven Alliance - Deliver multi-domain alert system)
-
(Digital-ready Workforce - Develop and implement a culture change roadmap to transform into a data-driven organisation)
-
(Deliver technical services to manage taxonomies and semantic references as part of overall master data management - Deliver technical services to manage taxonomies IOC)
-
(Design an Alliance-wide architecture for the Digital Backbone - Integration of sensors (such as AGS, E3-A, AFSC, Surveillance from Space etc.) into the Digital Backbone.)
-
(Alliance Digital Workplace - Enabling Enhanced Consultations)
-
(Deliver an Alliance secure and scalable cloud environment - Accelerated delivery of NATO Enterprise Cloud solutions)
-
(Enable data-centric and semantic interoperability-by-design - Review and enhance data standards to ensure the right quality in data)
-
(Deliver an Alliance secure and scalable cloud environment - Revised regulatory documents to enable multi-tenancy to host different security COI on the same infrastructure)
-
(Digital Backbone - Design an Alliance-wide architecture for the Digital Backbone)
-
(Alliance Data Sharing Ecosystem - Develop a concept for an Alliance Data Sharing Ecosystem)
-
(Alliance Interoperability Coherence Initiative - Alliance Digital Interoperability Roadmap)
-
(Deliver an Alliance secure and scalable cloud environment - Federation of cloud services)
-
(Alliance Digital Initiatives - Facilitate inclusion of Digital Transformation capability development requirements within FMN)
-
(Digital-ready Workforce - Allies increasing availability of digital-ready workforces)
-
(Cooperation with Industry and academia - Establish increased collaboration between STB and C3B)
-
(Digital-ready Processes - Obsolescence Management process improvements)
-
(Alignment of Digital Programmes - Mature a NATO Enterprise Capability Development Plan (CDP) to synchronise NATO 2030 requirements and align capability delivery to support MDO)
-
(Design an Alliance-wide architecture for the Digital Backbone - Alignment with data fabric architecture and NATO Enterprise cloud-based data architecture)
-
(Deliver an Alliance secure and scalable cloud environment - Exploration and development of trusted Big Data anonymization/ tokenisation technology)
-
(Design an Alliance-wide architecture for the Digital Backbone - A federated data fabric architecture and related data services)
-
(Alliance Interoperability Coherence Initiative - Alliance Digital Interoperability Framework)
-
(Alignment of Digital Programmes - Augment NATO CDP to align delivery of NATO Enterprise digital capabilities and services)
-
(Digital-ready Processes - Security accreditation regulatory documents and processes review and updates to enable timely adoption of modern technologies, as necessary)
-
(Alliance Data Sharing Ecosystem - Establish a programme and deliver an initial capability for an Alliance data sharing ecosystem)
-
(Accelerated delivery of next-generation Modelling and Simulation Services - Accelerated delivery of next-generation Modelling and Simulation Services FOC)
-
(Alignment of Digital Programmes - Align consumption of common geospatial services to relevant NATO CIS)
-
(Align consumption of common geospatial services to relevant NATO CIS - Two-way sharing of geo-referenced information)
-
(Digital-ready Processes - Capability Requirements and Capability Programme Planning development process rethink and improvements)
-
(Promote Alliance Federation Core and Community of Interest Services (AFS) - AFS Framework)
-
(Functional/Domain RA - NATO Intelligence Systems Architecture (NISA))
-
(Architecture for Interoperability of Digital technologies within the Alliance (AIDA) - NATO Intelligence Systems Architecture (NISA))
-
(Data Modeling & Design Roles and Processes - Data Modeling Services)
-
(Data Centric Governance - Data Centric Governance Applications and Technology)
-
(Data Centric Governance Applications and Technology - IT Governance Applications)
-
(Data Centric Governance Applications and Technology - Computational Governance Services)
-
(Data Discovery Services - Data Dictionary Services)
-
(Message-Oriented Middleware Services - Direct Messaging Services)
-
(Message-Oriented Middleware Services - Message Brokering Services)
-
(Message-Oriented Middleware Services - Message Routing Services)
-
(Message-Oriented Middleware Services - Message Proxying Services)
-
(Message-Oriented Middleware Services - Message Queueing Services)
-
(Message-Oriented Middleware Services - Message Caching Services)
-
(Data Science Services - Data Visualisation Services )
-
(Data Platform Services - Data Management Services)
-
(Data Platform Services - Data Ingestion Services)
-
(Data Platform Services - Data Orchestration Services)
-
(Data Platform Services - Data Processing Services)
-
(Data Platform Services - Database Services)
-
(Data Platform Services - Data Discovery Services)
-
(Data Platform Services - Data Access Services)
-
(Composition Services - Orchestration Services)
-
(Composition Services - Transaction Services)
-
(Composition Services - Choreography Services)
-
(Mediation Services - Protocol Transformation Services)
-
(Mediation Services - Data Format Transformation Services)
-
(Data Management Plane - Web Platform Services)
-
(Master- and Reference Data Management - MDM/RDM Applications and Technology )
-
(MDM/RDM Roles and Processes - Data Architect)
-
(Data Analytics Applications and Technology - Geospatial Terrain Analysis Services)
-
(Data Space - Data Space Information and Data)
-
(Data Space Applications and Technology - Data Space Registry)
-
(Data Mesh Information and Data - Data Governance Policy)
-
(Data Mesh Information and Data - Controlled Vocabulary)
-
(Data Mesh Information and Data - Data Product)
-
(MDM/RDM Information and Data - Controlled Vocabulary)
-
(MDM/RDM Roles and Processes - Reference Data Manager)
-
(MDM/RDM Roles and Processes - Master Data Manager)
-
(MDM/RDM Applications and Technology - Enterprise Data Hub Applications)
-
(Data Architecting - Architecting Vision and Principles)
-
(Architecting Vision and Principles - Optimized data sharing and integration)
-
(Architecting Vision and Principles - Coherent, standardized, and interoperable data products)
-
(Architecting Vision and Principles - Support for Innovation and Data-Driven Decision-Making)
-
(Data Architecting - Architecting Roles and Processes)
-
(Architecting Roles and Processes - Architecture Enablement)
-
(Architecting Roles and Processes - Data Quality Architecture Support Service)
-
(Architecting Roles and Processes - Data Architecture Conceptualization)
-
(Architecting Roles and Processes - Business Analyst)
-
(Architecting Roles and Processes - Data Architecture Description)
-
(Architecting Roles and Processes - Data Architecture Management)
-
(Architecting Roles and Processes - Data Architect)
-
(Architecting Roles and Processes - Business Modelling)
-
(Data Architecting - Architecting Information and Data)
-
(Architecting Information and Data - Data Architecture)
-
(Data Architecting - Architecting Applications and Technology)
-
(Architecting Applications and Technology - Architecture Management Applications)
-
(Architecting Information and Data - Conceptual Data Model)
-
(Architecting Information and Data - Logical Data Model)
-
(Architecting Applications and Technology - Data Modeling Applications)
-
(Architecting Applications and Technology - Data Quality Monitoring Services)
-
(Architecting Applications and Technology - Computational Governance Services)
-
(Data Labeling - Data Labeling Information and Data)
-
(Data Labeling Information and Data - Annotation Guidelines)
-
(Data Labeling Information and Data - Feedback and Refinement Records)
-
(Data Labeling Information and Data - Compliance Reports)
-
(Data Labeling Information and Data - Training Dataset Delivery Packages)
-
(Data Labeling Information and Data - Quality-Assured Training Datasets)
-
(Data Labeling Information and Data - Labeled Datasets)
-
(Data Labeling Information and Data - Preprocessed Datasets)
-
(Data Modeling & Design - Data Modeling & Design Information and Data)
-
(Data Modeling & Design Information and Data - Semantic Data Model)
-
(Data Modeling & Design Information and Data - Conceptual Data Model)
-
(Data Modeling & Design Information and Data - Logical Data Model)
-
(Data Modeling & Design Information and Data - Data Model Pattern)
-
(Data Modeling & Design Roles and Processes - Data Scientist)
-
(Data Modeling & Design Roles and Processes - Data Engineer)
-
(Data Modeling & Design - Data Modeling & Design Applications and Technology)
-
(Data Modeling & Design Applications and Technology - Architecture Management Applications)
-
(Data Modeling & Design Applications and Technology - Data Modeling Applications)
-
(Data Modeling & Design Vision and Principles - Scalability and Reusability)
-
(Data Modeling & Design Vision and Principles - Traceability)
-
(Data Modeling & Design Vision and Principles - Simplicity and Clarity)
-
(Data Modeling & Design Vision and Principles - Business-Driven)
-
(Data Modeling & Design Vision and Principles - Technology Neutrality)
-
(Data Modeling & Design - Data Modeling & Design Vision and Principles)
-
(Data Modeling & Design Vision and Principles - Enhanced Data Quality)
-
(Data Modeling & Design Vision and Principles - Streamlined Operations)
-
(Data Analytics - Data Analytics Information and Data)
-
(Data Analytics Information and Data - Data Visualisation)
-
(Data Analytics Information and Data - Model Artifact)
-
(Data Analytics Information and Data - Data Analytics Report)
-
(Data Analytics Information and Data - Data Story)
-
(Data Analytics Vision and Principles - A Guide to the Data Science Body of Knowledge – Version 2)
-
(Data Centric Governance - Data Centric Governance Vision and Principles)
-
(Data Centric Governance Vision and Principles - Integrated data ecosystems)
-
(Data Centric Governance Vision and Principles - NATO Data Vision)
-
(Data Centric Governance Vision and Principles - NATO Data Principles)
-
(Data Centric Governance - Data Centric Governance Information and Data)
-
(Data Centric Governance Information and Data - Data Architecture)
-
(Data Centric Governance Vision and Principles - Data-savvy workforce)
-
(Data Centric Governance Information and Data - Data Training Programme Plan)
-
(Data Centric Governance Information and Data - Data Management Procedures)
-
(Data Centric Governance Information and Data - Data Quality Framework)
-
(Data Centric Governance Information and Data - Data Risk Management Framework)
-
(Data Centric Governance Roles and Processes - Manage Information Exchange Requirements)
-
(Data Mesh - Data Product)
-
(Data Space - Data Product)
-
(Infrastructure Storage Services - Block-Level Storage Services)
-
(Infrastructure Storage Services - Virtualized Storage Services)
-
(Infrastructure Storage Services - Blob Storage Services)
-
(Infrastructure Storage Services - Distributed Object Storage Services)
-
(Infrastructure Storage Services - File System Storage Services)
-
(Cloud Storage (STaaS) - Infrastructure Storage Services)
-
(On-premise Storage - Infrastructure Storage Services)
-
(NATO Data Centric Regulatory Documents - A Data Quality Framework for the Alliance)
-
(Data Centric Governance Information and Data - Data Strategy)
-
(Data Centric Governance Information and Data - Data Policy)
-
(Federated Data Catalogue - Data Catalogue)
-
(Data Space Information and Data - Federated Data Catalogue)
-
(Data Space Roles and Processes - Data Space Participant)
-
(Data Mesh Information and Data - Data Catalogue)
-
(Architecting Information and Data - Controlled Vocabulary)
-
(Enhanced Political Consultation and Data-Driven Decision Making - Data-Driven Decision-Making)
-
(Analyze Data - Exploratory Data Analysis (EDA))
-
(Analyze Data - Confirmatory Data Analysis (CDA))
- Association relations
- Composition relations
- Influence relations
- Realization relations
- Specialization relations
- Serving relations
- Triggering relations
- Assignment relations
-
(Present Findings - Data Story)
-
(Present Findings - Data Analytics Report)
-
(Present Findings - Data Visualisation)
-
(Data-Driven Decision Making - Data Analytics Report)
-
(Data-Driven Decision Making - Data Visualisation)
-
(Data Centric Governance Roles and Processes - Classification of Data)
-
(Data Centric Governance Information and Data - Data Classification Framework)
-
(Command and Control (C2) - Air Operations)
-
(Command and Control (C2) - Land Operations)
-
(Command and Control (C2) - Maritime Operations)
-
(Command and Control (C2) - Space Operations)
-
(Enablement - Intelligence and ISR)
-
(Enablement - Communication and Information Systems (CIS))
-
(Enablement - Environmental)
-
(Enablement - Force Protection)
-
(Enablement - Training and Readiness)
-
(Enablement - Civil-Military Co-operation (CIMIC))
-
(Enablement - Strategic Communications)
-
(Sustainment - Logistics)
-
(Sustainment - Medical)
-
(Sustainment - Military Engineering)
-
(Sustainment - Personnel and Administration)
-
(Sustainment - Budget and Finance)
-
(Allied Data Domains - Enablement)
-
(Allied Data Domains - Command and Control (C2))
-
(Allied Data Domains - Sustainment)
-
(Allied Data Domains - Data Domain)
-
(Data Domain - Data Product)
-
(NATO Data Product Profile - Mandatory - Data Catalog Vocabulary (DCAT) - Version 3)
-
(NATO Data Product Profile - Mandatory - Data Product Descriptor Specification (DPDS) 1.0.0)
-
(NATO Data Product Profile - NATO Data Product Profile - Optional)
-
(Enablement - Geospatial)
-
(Storage Manager - On-premise Storage)
-
(Storage Manager - Cloud Storage (STaaS))
-
- DT-Digital Transformation
- 1 Motivation and Strategy
- 5 Technology
- 2 Business
- 3 Applications
- 4 Information & Data
- 6 Standards
- ZT-Zero Trust Reference Architecture (incl. DCS)
- 6 Standards
- 1 Motivation and Strategy
- 5 Technology
- 2 Business
- 3 Applications
- 4 Information & Data
- DC-Data Centric Reference Architecture for the Alliance
- DB-Digital Backbone Reference Architecture
- 1 Motivation and Strategy
- 2 Business
- 3 Applications
- 4 Information & Data
- 5 Technology
- 6 Standards
- RM-Reference Models
- DM-Data Mesh Reference Architecture
- DS-Dataspaces Reference Architecture
- DA-Data Analytics Reference Architecture
- 0 NATO Reference Architectures: Overview