PhD-Forum en Ingeniería Informática

Antimicrobial Resistance Prediction: a full Sequence-Based Approach using Deep Learning.
Antibiotic resistance poses a critical global health threat. We propose a Deep Learning approach leveraging genomic sequencing data to optimize the identification of resistant bacteria. 

KnowYourPlace: High Performance AI Engines Placement by Leveraging Hardware Modeling.
AI acceleration platforms represent a significant asset in the HPC field.  In this work, we propose a wholistic optimization model for the placement of scalable workloads in the AMD AI Engines architecture, surpassing the state-of-the-art throughput-wise.