Robert Grossman

big data cloud computing data science hadoop data commons science clouds open science data cloud sector open cloud consortium data intensive computing open data large data clouds sectorsphere genomics malstone analytic operations analyticops biomedical data commons cloud computing standards clouds open commons consortium data sharing deploying analytics open science aws nosql bionimbus disaster relief next generation sequencing mapreduce scoring engines biomedical research gen3 open research reproducible research data ecosystems deploying analytic models pfa portable format for analytics genomic clouds big data in biology open cloud testbed predictive modeling anomalies change detection data quality cistrack elastic computing sphere cloud benchmarks cloud interoperability bioclouds analytics pmml predictive analytics data centers frameworks for creating value from analytics creating value from ai ai systems creating value from analytics interoperating principles data platforms data commons framework services data eocsystems pfb analytic workflows open api data biosphere cdis center for data intensive science occ commons alliance data clouds data commons standards amia best practices trends challenges machine learning data intensive science cyberpods datapods xldb architectures large scale segmented models hyperspectal anomalies disease clusters multiple tests scanning queries eo-1 project matsu biomedical clouds bionimbus protected data cloud genomic data commons cancer clouds osdc adversarial analytics strata conference web map tile service wmts ogc satellite imagery long tail of science precision medicine one million genomes precision diagnosis science cloud complete genomics community cloud ngs nextgen cloud computing benchmarks terasort benchmarks malgen digital libraries scientific data r hadoop streams sector streams sphere streams elastic clouds intercloud testbed cloud testbeds cloud standards migrating virtual networks virtual networks eucalyptus next gen sequencing image processing realiability models health and status monitoring cube of models data center sequence data large data science systems biology sc 09 mtags 09 cloud computing udfs intercloud cloud computing use cases re-analysis large scale data analysis udf over data centers data preprocessing ec2 paas iaas saas cloud use cases consortium data open large computing cloudslam09