Big Data, Cloud, and Earth Science

Baynes, Katie

关键词: EOS DATA AND INFORMATION SYSTEM;    BIG DATA;    DATA SYSTEMS;    DATA PROCESSING;    EARTH SCIENCES;    CLOUD COMPUTING;    INFORMATION MANAGEMENT;    INFORMATION SYSTEMS;   

RP-ID  :  GSFC-E-DAA-TN75908

学科分类：计算机系统及组成

美国|英语

来源: NASA Technical Reports Server

【 摘 要 】

Given the reality of a Big Data future, we need to reevaluate our ability to quickly process immense amounts of data while maintaining our responsibility of stewarding our archives. At National Aeronautics and Space Administration (NASA), our Science Missions Directorate and Earth Science Data Systems have been exploring the commercial cloud as a potential mechanism for data ingest, archive, and distribution since 2015. This talk will discuss our timeline and strategies being employed and will discuss the process of introducing commercial cloud entities into a largely on-premise hardware-reliant approach to ingest, archive, and distribution. We will address topics such as vendor lock-in, varying compute and costing strategies, and end-user adoption. Please join us for an open and authentic conversation about the opportunities we are embracing and the risks we are undertaking as a part of this evolution.