This document provides examples of big data use cases with application domains and technical considerations derived from the contributed use cases.<\/p>\n
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| 2<\/td>\n | undefined <\/td>\n<\/tr>\n | ||||||
| 7<\/td>\n | Foreword <\/td>\n<\/tr>\n | ||||||
| 8<\/td>\n | Introduction <\/td>\n<\/tr>\n | ||||||
| 9<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 14<\/td>\n | 4 Use case properties for survey 4.1 Overall description <\/td>\n<\/tr>\n | ||||||
| 15<\/td>\n | 4.2 Current solution 4.3 Big data characteristics 4.4 Big data science <\/td>\n<\/tr>\n | ||||||
| 16<\/td>\n | 4.5 Overall big data issues 4.6 Big data use case Template <\/td>\n<\/tr>\n | ||||||
| 17<\/td>\n | 5 Use cases summaries 5.1 Use case development process <\/td>\n<\/tr>\n | ||||||
| 18<\/td>\n | 5.2 Government operation 5.2.1 Use case 1: Census 2010 and 2000 \u2014 Title 13 big data 5.2.2 Use case 2: NARA Accession, Search, Retrieve, Preservation <\/td>\n<\/tr>\n | ||||||
| 19<\/td>\n | 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) <\/td>\n<\/tr>\n | ||||||
| 20<\/td>\n | 5.3 Commercial 5.3.1 Use case 5: Cloud Eco-System for Financial Industries 5.3.2 Use case 6: Mendeley \u2014 An International Network of Research <\/td>\n<\/tr>\n | ||||||
| 21<\/td>\n | 5.3.3 Use case 7: Multi-media streaming service 5.3.4 Use case 8: Web Search <\/td>\n<\/tr>\n | ||||||
| 22<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 23<\/td>\n | 5.3.8 Use case 12: Simulation-Driven Materials Genomics <\/td>\n<\/tr>\n | ||||||
| 24<\/td>\n | 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\u2014Persistent Surveillance <\/td>\n<\/tr>\n | ||||||
| 25<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 26<\/td>\n | 5.5.2 Use case 17: Pathology Imaging\/Digital Pathology 5.5.3 Use case 18: Computational Bioimaging <\/td>\n<\/tr>\n | ||||||
| 27<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 28<\/td>\n | 5.5.7 Use case 22: Statistical Relational Artificial Intelligence for Health Care 5.5.8 Use case 23: World Population-Scale Epidemiological Study <\/td>\n<\/tr>\n | ||||||
| 29<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 30<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 31<\/td>\n | 5.6.3 Use case 28: Truthy\u2014Information 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\u2014Cyberinfrastructure for Network (Graph) Science and Analytics <\/td>\n<\/tr>\n | ||||||
| 32<\/td>\n | 5.6.6 Use case 31: NIST Information Access Division \u2014 Analytic Technology Performance Measurements, Evaluations, and Standards 5.7 The Ecosystem for research 5.7.1 Use case 32: DataNet Federation Consortium <\/td>\n<\/tr>\n | ||||||
| 33<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 34<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 35<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 36<\/td>\n | 5.8.4 Use case 39: Particle Physics\u2014Analysis of Large Hadron Collider Data: Discovery of Higgs Particle <\/td>\n<\/tr>\n | ||||||
| 37<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 38<\/td>\n | 5.9.2 Use case 42: Common Operations of Environmental Research Infrastructure <\/td>\n<\/tr>\n | ||||||
| 39<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 40<\/td>\n | 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 \u2013 Event Discovery and Predictive Analytics <\/td>\n<\/tr>\n | ||||||
| 41<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 42<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
| 43<\/td>\n | 6 Use cases derived technical considerations 6.1 Use case specific technical considerations 6.2 Summary of requirements analysis <\/td>\n<\/tr>\n | ||||||
| 45<\/td>\n | 6.3 Features of use cases <\/td>\n<\/tr>\n | ||||||
| 48<\/td>\n | Annex A Submitted use case studies <\/td>\n<\/tr>\n | ||||||
| 205<\/td>\n | Annex B Summary of Key Properties <\/td>\n<\/tr>\n | ||||||
| 215<\/td>\n | Annex C Use case technical considerations summary <\/td>\n<\/tr>\n | ||||||
| 233<\/td>\n | Annex D Use case detail technical considerations <\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":" Information technology. Big data reference architecture – Use cases and derived requirements<\/b><\/p>\n |