Vincenzo Stoico

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