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BSI PD ISO/IEC TR 20547-2:2018:2022 Edition

BSI PD ISO/IEC TR 20547-2:2018:2022 Edition

$215.11

Information technology. Big data reference architecture – Use cases and derived requirements

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BSI 2022 256
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This document provides examples of big data use cases with application domains and technical considerations derived from the contributed use cases.

PDF Catalog

PDF Pages PDF Title
2 undefined
7 Foreword
8 Introduction
9 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
14 4 Use case properties for survey
4.1 Overall description
15 4.2 Current solution
4.3 Big data characteristics
4.4 Big data science
16 4.5 Overall big data issues
4.6 Big data use case Template
17 5 Use cases summaries
5.1 Use case development process
18 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
19 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)
20 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
21 5.3.3 Use case 7: Multi-media streaming service
5.3.4 Use case 8: Web Search
22 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
23 5.3.8 Use case 12: Simulation-Driven Materials Genomics
24 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
25 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
26 5.5.2 Use case 17: Pathology Imaging/Digital Pathology
5.5.3 Use case 18: Computational Bioimaging
27 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
28 5.5.7 Use case 22: Statistical Relational Artificial Intelligence for Health Care
5.5.8 Use case 23: World Population-Scale Epidemiological Study
29 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
30 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
31 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
32 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
33 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
34 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
35 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
36 5.8.4 Use case 39: Particle Physics—Analysis of Large Hadron Collider Data: Discovery of Higgs Particle
37 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
38 5.9.2 Use case 42: Common Operations of Environmental Research Infrastructure
39 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
40 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
41 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
42 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
43 6 Use cases derived technical considerations
6.1 Use case specific technical considerations
6.2 Summary of requirements analysis
45 6.3 Features of use cases
48 Annex A Submitted use case studies
205 Annex B Summary of Key Properties
215 Annex C Use case technical considerations summary
233 Annex D Use case detail technical considerations

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