M. McInerney

TL;DR: The MERRA Analytic Services (MERRAAS) as mentioned in this paper is an example of cloud-enabled CAaaS built on this principle, which enables MapReduce analytics over NASAs Modern-Era Retrospective Analysis for Research and Applications data collection.

TL;DR: The MERRA Analytic Services (MERRAAS) as mentioned in this paper is an example of cloud-enabled CAaaS built on this principle, which enables MapReduce analytics over NASAs Modern-Era Retrospective Analysis for Research and Applications data collection.

TL;DR: An overview of some of climate science's big data problems and the technical solutions being developed to advance data publication, climate analytics as a service, and interoperability within the Earth System Grid Federation (ESGF), which is the primary cyberinfrastructure currently supporting global climate research activities.

TL;DR: A concept of climate analytics as a service (CAaaS) that represents a convergence of data analytics and archive management, with several advantages, not the least of which is orders-of-magnitude time reduction in the data-assembly task common to many scientific workflows.

TL;DR: Storing EO data in cloud WOS has a ripple effect throughout the NASA archive system with unexpected challenges and opportunities, and refactoring of the archive software to a cloud-native architecture; virtualizing data products by computing on demand; and reorganizing data to be more analysis-friendly.