Robert Grossman

big data cloud computing hadoop data science data commons science clouds sector open science data cloud open cloud consortium data intensive computing large data clouds sectorsphere open data malstone genomics cloud computing standards analyticops biomedical data commons clouds analytic operations open commons consortium data sharing next generation sequencing scoring engines mapreduce disaster relief nosql aws open science bionimbus deploying analytics anomalies predictive modeling analytics bioclouds change detection cloud interoperability data quality genomic clouds cloud benchmarks sphere cistrack big data in biology biomedical research elastic computing gen3 open research reproducible research data ecosystems deploying analytic models data centers pfa portable format for analytics open cloud testbed predictive analytics pmml cube of models data center health and status monitoring realiability models image processing next gen sequencing eucalyptus virtual networks migrating virtual networks cloud standards cloudslam09 computing large open data consortium cases use cloud saas iaas paas ec2 data preprocessing udf over data centers large scale data analysis re-analysis cloud computing use cases intercloud cloud computing udfs mtags 09 sc 09 systems biology large data science sequence data cloud testbeds 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 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 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 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