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PD ISO/IEC TR 20547-2:2018 Information technology. Big data reference architecture - Use cases and derived requirements >
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PD ISO/IEC TR 20547-2:2018 Information technology. Big data reference architecture - Use cases and derived requirements, 2022
- undefined
- Foreword
- Introduction
- 1 Scope
- 2 Normative references
- 3 Terms and definitions
- 3.1 Terms defined elsewhere
- 3.2 Terms defined in this document
- 3.3 Abbreviated terms
- 4 Use case properties for survey
- 4.1 Overall description
- 4.2 Current solution
- 4.3 Big data characteristics
- 4.4 Big data science
- 4.5 Overall big data issues
- 4.6 Big data use case Template
- 5 Use cases summaries
- 5.1 Use case development process
- 5.2 Government operation
- 5.2.1 Use case 1: Census 2010 and 2000 — Title 13 big data
- 5.2.2 Use case 2: NARA Accession, Search, Retrieve, Preservation
- 5.2.3 Use case 3: Statistical survey response improvement
- 5.2.4 Use case 4: Non-Traditional Data in Statistical Survey Response Improvement (Adaptive Design)
- 5.3 Commercial
- 5.3.1 Use case 5: Cloud Eco-System for Financial Industries
- 5.3.2 Use case 6: Mendeley — An International Network of Research
- 5.3.3 Use case 7: Multi-media streaming service
- 5.3.4 Use case 8: Web Search
- 5.3.5 Use case 9: Big data Business Continuity and Disaster Recovery Within a Cloud Eco-System
- 5.3.6 Use case 10: Cargo Shipping
- 5.3.7 Use case 11: Materials Data for Manufacturing
- 5.3.8 Use case 12: Simulation-Driven Materials Genomics
- 5.4 Defense
- 5.4.1 Use case 13: Cloud Large-Scale Geospatial Analysis and Visualization
- 5.4.2 Use case 14: Object Identification and Tracking from Wide-Area Large Format Imagery or Full Motion Video—Persistent Surveillance
- 5.4.3 Use case 15: Intelligence Data Processing and Analysis
- 5.5 Health care and life sciences
- 5.5.1 Use case 16: Electronic Medical Record Data
- 5.5.2 Use case 17: Pathology Imaging/Digital Pathology
- 5.5.3 Use case 18: Computational Bioimaging
- 5.5.4 Use case 19: Genomic Measurements
- 5.5.5 Use case 20: Comparative Analysis for Metagenomes and Genomes
- 5.5.6 Use case 21: Individualized Diabetes Management
- 5.5.7 Use case 22: Statistical Relational Artificial Intelligence for Health Care
- 5.5.8 Use case 23: World Population-Scale Epidemiological Study
- 5.5.9 Use case 24: Social Contagion Modeling for Planning, Public Health, and Disaster Management
- 5.5.10 Use case 25: Biodiversity and LifeWatch
- 5.6 Deep Learning and Social Media
- 5.6.1 Use case 26: Large-Scale Deep Learning
- 5.6.2 Use case 27: Organizing Large-Scale, Unstructured Collections of Consumer Photos
- 5.6.3 Use case 28: Truthy—Information Diffusion Research from Twitter Data
- 5.6.4 Use case 29: Crowd Sourcing in the Humanities as Source for Big and Dynamic Data
- 5.6.5 Use case 30: CINET—Cyberinfrastructure for Network (Graph) Science and Analytics
- 5.6.6 Use case 31: NIST Information Access Division — Analytic Technology Performance Measurements, Evaluations, and Standards
- 5.7 The Ecosystem for research
- 5.7.1 Use case 32: DataNet Federation Consortium
- 5.7.2 Use case 33: The Discinnet Process
- 5.7.3 Use case 34: Semantic Graph Search on Scientific Chemical and Text-Based Data
- 5.7.4 Use case 35: Light Source Beamlines
- 5.8 Astronomy and physics
- 5.8.1 Use case 36: Catalina Real-Time Transient Survey: A Digital, Panoramic, Synoptic Sky Survey
- 5.8.2 Use case 37: DOE Extreme Data from Cosmological Sky Survey and Simulations
- 5.8.3 Use case 38: Large Survey Data for Cosmology
- 5.8.4 Use case 39: Particle Physics—Analysis of Large Hadron Collider Data: Discovery of Higgs Particle
- 5.8.5 Use case 40: Belle II High Energy Physics Experiment
- 5.9 Earth, environmental, and polar science
- 5.9.1 Use case 41: European Incoherent Scatter Scientific Association 3D Incoherent Scatter Radar System
- 5.9.2 Use case 42: Common Operations of Environmental Research Infrastructure
- 5.9.3 Use case 43: Radar Data Analysis for the Center for Remote Sensing of Ice Sheets
- 5.9.4 Use case 44: Unmanned Air Vehicle Synthetic Aperture Radar (UAVSAR) Data Processing, Data Product Delivery, and Data Services
- 5.9.5 Use case 45: NASA Langley Research Center/ Goddard Space Flight Center iRODS Federation Test Bed
- 5.9.6 Use case 46: MERRA Analytic Services (MERRA/AS)
- 5.9.7 Use case 47: Atmospheric Turbulence – Event Discovery and Predictive Analytics
- 5.9.8 Use case 48: Climate Studies Using the Community Earth System Model at the U.S. Department of Energy (DOE) NERSC Center
- 5.9.9 Use case 49: DOE Biological and Environmental Research (BER) Subsurface Biogeochemistry Scientific Focus Area
- 5.9.10 Use case 50: DOE BER AmeriFlux and FLUXNET Networks
- 5.10 Energy
- 5.10.1 Use case 51: Consumption Forecasting in Smart Grids
- 5.10.2 Use case 52: Home Energy Management System
- 6 Use cases derived technical considerations
- 6.1 Use case specific technical considerations
- 6.2 Summary of requirements analysis
- 6.3 Features of use cases
- Annex A Submitted use case studies
- Annex B Summary of Key Properties
- Annex C Use case technical considerations summary
- Annex D Use case detail technical considerations [Go to Page]