Vincenzo Stoico

30 papers A 1B 4C 1Misc 2Journal 12Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Green LLM Techniques in Action: How Effective Are Existing Techniques for Improving the Energy Efficiency of LLM-Based Applications in Industry? CoRR Pelin Rabia Kuran, Rumbidzai Chitakunye, Vincenzo Stoico, Ilja Heitlager, Justus Bogner
2026	J	`jnl`	Performance Antipatterns: Angel or Devil for Power Consumption? CoRR Alessandro Aneggi, Vincenzo Stoico, Andrea Janes
2025	A	`conf`	An Empirical Study on the Performance and Energy Usage of Compiled Python Code. EASE Vincenzo Stoico, Andrei Calin Dragomir, Patricia Lago
2025	J	`jnl`	An Empirical Study on the Performance and Energy Usage of Compiled Python Code. CoRR Vincenzo Stoico, Andrei Calin Dragomir, Patricia Lago
2025	J	`jnl`	Generating Energy-Efficient Code via Large-Language Models - Where are we now? CoRR Radu Apsan, Vincenzo Stoico, Michel Albonico, Rudra Dhar, Karthik Vaidhyanathan, Ivano Malavolta
2025	B	`conf`	On-Device or Remote? On the Energy Efficiency of Fetching LLM-Generated Content. CAIN Vince Nguyen, Vidya Dhopate, Hieu Trung Huynh, Hiba Bouhlal, Anusha Annengala, Gian Luca Scoccia, Matias Martinez, Vincenzo Stoico, Ivano Malavolta
2025	—	`conf`	System-Level Timing Performance Estimation Based on a Unifying HW/SW Performance Metric. PARMA-DITAM Vittoriano Muttillo, Vincenzo Stoico, Giacomo Valente, Marco Santic, Luigi Pomante, Daniele Frigioni
2024	Misc	`conf`	A Controlled Experiment on the Energy Efficiency of the Source Code Generated by Code Llama. QUATIC Vlad-Andrei Cursaru, Laura Duits, Joel Milligan, Damla Ural, Berta Rodriguez Sanchez, Vincenzo Stoico, Ivano Malavolta
2024	J	`jnl`	A Controlled Experiment on the Energy Efficiency of the Source Code Generated by Code Llama. CoRR Vlad-Andrei Cursaru, Laura Duits, Joel Milligan, Damla Ural, Berta Rodriguez Sanchez, Vincenzo Stoico, Ivano Malavolta
2024	—	`conf`	How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection. ICT4S Rafiullah Omar, Justus Bogner, Joran Leest, Vincenzo Stoico, Patricia Lago, Henry Muccini
2024	J	`jnl`	How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection. CoRR Rafiullah Omar, Justus Bogner, Joran Leest, Vincenzo Stoico, Patricia Lago, Henry Muccini
2024	—	`conf`	ReBeT: Architecture-based Self-adaptation of Robotic Systems through Behavior Trees. ACSOS Elvin Alberts, Ilias Gerostathopoulos, Vincenzo Stoico, Patricia Lago
2024	C	`conf`	SLIDE-x-ML: System-Level Infrastructure for Dataset E-xtraction and Machine Learning Framework for High-Level Synthesis Estimations. ICCD Vittoriano Muttillo, Vincenzo Stoico, Marco Santic, Giacomo Valente, Luigi Pomante, Daniele Frigioni
2024	—	`ch.`	Ten Years of Teaching Empirical Software Engineering in the Context of Energy-Efficient Software. Handbook on Teaching Empirical Software Engineering Ivano Malavolta, Vincenzo Stoico, Patricia Lago
2024	J	`jnl`	Ten Years of Teaching Empirical Software Engineering in the context of Energy-efficient Software. CoRR Ivano Malavolta, Vincenzo Stoico, Patricia Lago
2024	B	`conf`	The Impact of Knowledge Distillation on the Energy Consumption and Runtime Efficiency of NLP Models. CAIN Ye Yuan, Jiacheng Shi, Zongyao Zhang, Kaiwei Chen, Jingzhi Zhang, Vincenzo Stoico, Ivano Malavolta
2023	—	`conf`	An Approach Using Performance Models for Supporting Energy Analysis of Software Systems. EPEW Vincenzo Stoico, Vittorio Cortellessa, Ivano Malavolta, Daniele Di Pompeo, Luigi Pomante, Patricia Lago
2023	—	`conf`	From UML/MARTE Specifications to ESL HW/SW Co-Design: Early Functional Verification and Timing Validation. ICPE (Companion) Vittorio Cortellessa, Luigi Pomante, Vincenzo Stoico
2023	J	`jnl`	Many-Objective Optimization of Non-Functional Attributes based on Refactoring of Software Models. CoRR Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci
2023	J	`jnl`	Many-objective optimization of non-functional attributes based on refactoring of software models. Inf. Softw. Technol. Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci
2022	J	`jnl`	Software Model Refactoring Driven by Performance Antipattern Detection. SIGMETRICS Perform. Evaluation Rev. Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci
2021	—	`conf`	A Model-Driven Approach for Early Verification and Validation of Embedded Systems. MoDELS (Companion) Vincenzo Stoico
2021	—	`conf`	Model-Based HW/SW Co-Design Methodology for UAV Systems Development. MECO Vittoriano Muttillo, Vincenzo Stoico
2021	B	`conf`	On the impact of Performance Antipatterns in multi-objective software model refactoring optimization. SEAA Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci
2021	J	`jnl`	On the impact of Performance Antipatterns in multi-objective software model refactoring optimization. CoRR Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci
2021	B	`conf`	Statement-Level Timing Estimation for Embedded System Design Using Machine Learning Techniques. ICPE Vittoriano Muttillo, Paolo Giammatteo, Vincenzo Stoico
2020	Misc	`conf`	An ESL Methodology for HW/SW Co-Design of Monitorable Embedded Systems: the "Design for Monitorability" Project - Work-in-Progress. CODES+ISSS Giacomo Valente, Tania Di Mascio, Luigi Pomante, Vincenzo Stoico
2020	J	`jnl`	An early-stage statement-level metric for energy characterization of embedded processors. Microprocess. Microsystems Vittoriano Muttillo, Paolo Giammatteo, Vincenzo Stoico, Luigi Pomante
2018	—	`conf`	CC4CS: an Off-the-Shelf Unifying Statement-Level Performance Metric for HW/SW Technologies. ICPE Companion Vittoriano Muttillo, Giacomo Valente, Luigi Pomante, Vincenzo Stoico, Fausto D'Antonio, Fabio Salice
2018	—	`conf`	HEPSYCODE-RT: a Real-Time Extension for an ESL HW/SW Co-Design Methodology. RAPIDO Vittoriano Muttillo, Giacomo Valente, Daniele Ciambrone, Vincenzo Stoico, Luigi Pomante