Data Analysis Vision

Unified data handling and analysis mechanisms.

Objectives

Generalize different aspects of data collection, handling and analysis:

• Common data representation (Assessment Model)

• Common handling of data

  • Collection through a simple interface

  • Serialization

  • Code processors local data usage

  • Upload

  • Persistence

• Common Telemetry Solution

  • Data Model

  • Persistence

  • Short-Term Analysis

  • Long-Term and Aggregate Analysis

• Common Analysis

  • Assessment

  • Code Understanding

  • Aggregate Analysis