Abstract: Learning to optimize and automated algorithm design are attracting increasing attention, but it is still in its infancy in constrained multiobjective optimization evolutionary algorithms ...

Abstract: Data protection is one of the most essential elements of cyber security strategies and processes. One of the components that support this process are firewalls, particularly web application ...

Modern configurable software systems need to learn models that correlate configuration and performance. However, when the system operates in dynamic environments, the workload variations, hardware ...

An end-to-end Machine Learning pipeline built using industry best practices. This project covers the complete ML lifecycle — from data ingestion to model evaluation — with experiment tracking using ...

While often used broadly, the term cloud computing is defined as an abstraction of compute, storage, and network infrastructure assembled as a platform on which applications and systems are deployed ...