Sherlock Data Warehouse

Arneson, Heather M ; Hegde, Pallavi ; La Scola, Michael E ; Evans, Antony D ; Keller, Richard M ; Schade, John E

关键词: AIR TRAFFIC CONTROL;    DATA SYSTEMS;    BIG DATA;    SCIENTIFIC VISUALIZATION;    DATA PROCESSING;    MACHINE LEARNING;   

RP-ID  :  ARC-E-DAA-TN67994

美国|英语

来源: NASA Technical Reports Server

【 摘 要 】

This slide deck provides an overview of the data and resources available in the Sherlock Data Warehouse. Sherlock was developed and is currently maintained by the Aviation Systems Division at NASA Ames Research Center. Sherlock contains a valuable collection of flight, air traffic management, and weather data. But Sherlock is not just a data archive. Sherlock also includes tools and resources to access, download, and visualize data, as well as resources to process the data. This overview summarizes Sherlock data sources, demonstrates data analytics and visualization with MicroStrategy, illustrates disparate data integration using the ATM Knowledge graph, and presents a machine learning use case using the Big Data system.