9 citations · 9 across the 3 of their papers we have counts for
3 papers
Towards Multi-Model LLM Schedulers: Empirical Insights into Offloading and Preemption
Mert Yildiz, Pietro Spadaccino, Alexey Rolich +2
Modern deployments of Large Language Models (LLMs) increasingly require serving multiple models with diverse architectures, sizes, and specialization on shared, heterogeneous hardw…
SPARQ: An Optimization Framework for the Distribution of AI-Intensive Applications under Non-Linear Delay Constraints
Pietro Spadaccino, Paolo Di Lorenzo, Sergio Barbarossa +2
Next-generation real-time compute-intensive applications, such as extended reality, multi-user gaming, and autonomous transportation, are increasingly composed of heterogeneous AI-…
Intrusion Detection Systems for IoT: opportunities and challenges offered by Edge Computing and Machine Learning
Pietro Spadaccino, Francesca Cuomo
Key components of current cybersecurity methods are the Intrusion Detection Systems (IDSs) were different techniques and architectures are applied to detect intrusions. IDSs can be…