1990 2000 2010 2020 The Data Analysis Gap Enterprise Data Data in Warehouse Generated data Available for analysis Data volume Gartner: User Survey Analysis: Key Trends Shaping the Future of Data Center Infrastructure Through 2011 IDC: Worldwide Business Analytics Software 2012–2016 Forecast and 2011 Vendor Shares
PROVISIONED THROUGHPUT AMAZON DYNAMODB Provision the IO your application needs. Pay per unit of provisioned capacity. Consistent predictable performance, irrespective of scale. Designed for uniform workload.
COLUMNAR STORE REDSHIFT Designed for columnar access. Automatic data compression. Large block size. Best practices for data loading. Continual incremental backup to S3.
98% time saved for clinical trial simulations Internal System AWS Individual Clinical Trial Simulation Run Time (Min) 56 56 Total Number of Clinical Trial Simulations 2000 2000 No. Servers 2 256 No. CPU’s 32 2048 Total Analysis Run Time (hr) 60 1.2 Cost ?? $336
Reduced burden on pediatric subjects Traditional Design Design Optimized Using Clinical Trial Simulation # of subjects 60 40 # of blood samples per subject 12 5 Length of stay per subject 72 hours 26 hours Length of study 2.5 years 1.7 years Total study cost $700K $250K Length and cost projected based on historical data in pediatric subjects