Guerrilla Techniques for Robust Performance Engineering

What is it about?

Data alone is not information. Guerrilla techniques emphasizes the viewpoint that performance models are a vital complement to performance measurements, e.g., application monitoring, in order to fully understand what information those data are trying to convey, e.g., long-term scalability.

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Why is it important?

The Guerrilla approach also provides validation that the measurements are correct, as well as defining a quantification framework to evaluate ROI, e.g., reducing cloud chargeback. Examples of applying this Guerrilla approach to modern computer systems, such as, cloud-based applications and GenAI pre-training LLMs, are presented.

Perspectives