7 citations · 7 across the 3 of their papers we have counts for
4 papers
Carbon-Aware Routing for Function Calling in Edge-Cloud LLM Systems
Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Spyros Tragoudas +1
Large Language Models (LLMs) with function-calling capabilities are becoming critical for modern agentic AI systems. Nevertheless, current deployments typically route inferences to…
A Statistical Method for Attack-Agnostic Adversarial Attack Detection with Compressive Sensing Comparison
Chinthana Wimalasuriya, Spyros Tragoudas
Adversarial attacks present a significant threat to modern machine learning systems. Yet, existing detection methods often lack the ability to detect unseen attacks or detect diffe…
A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers
Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Vasileios Pentsos +3
The increasing demand for Artificial Intelligence (AI) computing poses significant environmental challenges, with both operational and embodied carbon emissions becoming major cont…
Low Power Artificial Neural Network Architecture
Krishna Prasad Gnawali, Seyed Nima Mozaffari, Spyros Tragoudas
Recent artificial neural network architectures improve performance and power dissipation by leveraging resistive devices to store and multiply synaptic weights with input data. Neg…