AUREA Nebula

Going Beyond Differential ExPression

• DiRaC
• At cloud scale

Untitled Slide

Architecture

How Fast

• 1 GPU = 1000 CPU
• 100,000 permutations

  ---

HOw eXPensive

• Used to cost $1500
• Current results cost around $30

Web

Spot Price

Adapts to Pricing

How Useful

CurrentLy Run A Dozen times

• 4 network sources (Biocarta, Kegg, GO, Reactome)
• Adding new network sources is trivial
• Comparisons are over k=11( k-nearest by age)
• Next week Jocelynn will present

Current test

• Generate rank template from k-nearest neighbors(age) in both sets 
• Classify
• Permute
• Generating pvalues over accuracy for different time ranges

How Easy

In Progress

• Javascript APIs
• Data Visualization
• Aggregation improvements

NoodLing

• Bootstrap
• Data Mining
• Synapse

DIRac Adaptations

• Crosstalk Matrices
• Multi-omic
• Multi-class
• Rank Difference