TECA Analysis
CASCADE research teams require sophisticated pattern detection and statistical analysis capabilities
- Detection of extremes is a pre-requisite for most proposed methodologies
- UQ and D&A teams rely on GEV and spatial extreme analysis for characterization
- Statistical methodologies are a cross-cutting theme throughout the SFA
CASCADE science teams require automated “Big Data” analytics
- ILIAD 10,000 member ensembles will result in ~1PB datasets
- CAM5 0.25° runs on Mira will produce 2-3 PB datasets
- We will process O(100GB) observation and O(TB) CMIP-5 datasets