ExTrA: Explaining Architectural Design Tradeoff Spaces via Dimensionality Reduction
Example datasets:
-
Tele Assistance System (TAS)
- V1 (dataset, csv file): The regular version of the system.
- V2 (dataset, csv file): In this variant of TAS, we have modified the reliabilities and response times of AS3, which have become worse, and of MS5, which have become better.
- R Markdown file for data analysis, including PCA and Decision Tree Learning
- Example plots
- Link to the SEAMS Tele Assistance System (TAS) exemplar
-
Network Architecture Scenario (network)
- V1 (dataset, csv file): In this first variant, we have a 3x3 network without any modifications in the structural constraints of the system.
- V2 (dataset, csv file): In this second variant, we have a 3x3 network without enforcement of barrier nodes between low and high nodes.
- V3 (dataset, csv file): In this third variant, we have a 3x3 network that enforces communication between all nodes through a barrier node.
- R Markdown file for data analysis, including PCA and Decision Tree Learning
- Example plots