Research

Measuring how systems fail.

Mostly the thesis right now. The short version: what resilience patterns actually cost, not just whether they work.

Master's thesis

Evaluating circuit breakers under controlled failure injection

A look at what circuit breakers actually buy you, and what they cost. I push failure up through five intensity levels and measure both resilience and energy use at every step.

Institution
Free University of Bolzano
Advisors
Andrea Janes, Alessandro Aneggi
Design
2×5 factorial
Conditions
10
Failure levels
5
Hardware
2 physical machines
Measured
Resilience and energy
Status
In progress

Alongside the thesis

01

Failure injection harness

The rig that drives the experiment. Repeatable, controlled failure whenever I need it.

Tooling Python
02

Measuring energy honestly

Pulling power numbers off real hardware that hold up to scrutiny.

Methodology Measurement
03

Systematic mapping study

The literature groundwork. How resilience patterns get evaluated, and where energy never gets counted.

Literature Methodology