Roberto Cavicchioli

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 39

Top Topics

Heterogeneous Platforms

Top Venues

Publications

Roberto Cavicchioli, Jia-Cheng Hu, Marco Furini
On Using Artificial Intelligence to Predict Music Playlist Success. CCNC (2024)
Khaled Chikh, Chinmay Satish Shrivastav, Roberto Cavicchioli
Collaborative Misbehaviour Response System for Improving Road Safety. CCNC (2024)
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
ShareBERT: Embeddings Are Capable of Learning Hidden Layers. AAAI (2024)
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
Learning from Wrong Predictions in Low-Resource Neural Machine Translation. LREC/COLING (2024)
Filippo Muzzini, Nicola Capodieci, Roberto Cavicchioli, Benjamin Rouxel
High-Performance Feature Extraction for GPU -Accelerated ORB-SLAMx. DATE (2024)
Marco Picone, Stefano Mariani, Roberto Cavicchioli, Paolo Burgio, Arslane Hamza Cherif
The Degree of Entanglement: Cyber-Physical Awareness in Digital Twin Applications. CCNC (2024)
Enrico Rossini, Marcello Pietri, Roberto Cavicchioli, Marco Picone, Marco Mamei, Roberto Querio, Laura Colazzo, Roberto Procopio
5G MEC Architecture for Vulnerable Road Users Management Through Smart City Data Fusion. MobiCom (2023)
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
A request for clarity over the End of Sequence token in the Self-Critical Sequence Training. CoRR (2023)
Alessio Masola, Nicola Capodieci, Roberto Cavicchioli, Ignacio Sanudo Olmedo, Benjamin Rouxel
Memory-Aware Latency Prediction Model for Concurrent Kernels in Partitionable GPUs: Simulations and Experiments. JSSPP (2023)
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
Heterogeneous Encoders Scaling in the Transformer for Neural Machine Translation. NL4AI@AI*IA (2023)
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
A Request for Clarity over the End of Sequence Token in the Self-Critical Sequence Training. ICIAP (1) (2023)
Gianluca Brilli, Roberto Cavicchioli, Marco Solieri, Paolo Valente, Andrea Marongiu
Evaluating Controlled Memory Request Injection for Efficient Bandwidth Utilization and Predictable Execution in Heterogeneous SoCs. ACM Trans. Embed. Comput. Syst. 22 (1) (2023)
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning. BigData (2023)
Chinmay Satish Shrivastav, Alessio Masola, Nicola Capodieci, Roberto Cavicchioli
Parking Lots Management and Visualization in the Smart City - Digital Twin context. MetaCom (2023)
Filippo Muzzini, Nicola Capodieci, Roberto Cavicchioli, Benjamin Rouxel
Brief Announcement: Optimized GPU-accelerated Feature Extraction for ORB-SLAM Systems. SPAA (2023)
Alessio Masola, Nicola Capodieci, Benjamin Rouxel, Giorgia Franchini, Roberto Cavicchioli
Machine Learning Techniques for Understanding and Predicting Memory Interference in CPU-GPU Embedded Systems. RTCSA (2023)
Jia-Cheng Hu, Roberto Cavicchioli, Giulia Berardinelli, Alessandro Capotondi
Heterogeneous Encoders Scaling In The Transformer For Neural Machine Translation. CoRR (2023)
Nicola Capodieci, Paolo Burgio, Roberto Cavicchioli, Ignacio Sañudo Olmedo, Marco Solieri, Marko Bertogna
Real-Time Requirements for ADAS Platforms Featuring Shared Memory Hierarchies. IEEE Des. Test 39 (1) (2022)
Nicola Capodieci, Roberto Cavicchioli, Andrea Marongiu
A Taxonomy of Modern GPGPU Programming Methods: On the Benefits of a Unified Specification. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Roberto Cavicchioli, Riccardo Martoglia, Micaela Verucchi
A Novel Real-Time Edge-Cloud Big Data Management and Analytics Framework for Smart Cities. J. Univers. Comput. Sci. 28 (1) (2022)
Jia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
ExpansionNet v2: Block Static Expansion in fast end to end training for Image Captioning. CoRR (2022)
Clara Canova, Francesca Pacella, Daniele Brevi, Michela Apruzzese, Roberto Cavicchioli
Driving Safety & Awareness Cooperative Business Model exploiting the 5GMETA platform. FNWF (2022)
Houssam-Eddine Zahaf, Nicola Capodieci, Roberto Cavicchioli, Giuseppe Lipari, Marko Bertogna
The HPC-DAG Task Model for Heterogeneous Real-Time Systems. IEEE Trans. Computers 70 (10) (2021)
Nicola Capodieci, Roberto Cavicchioli
: A crossplatform Vulkan Compute port of the PolyBench/GPU benchmark suite. SoftwareX 15 (2021)
Nicola Capodieci, Roberto Cavicchioli, Filippo Muzzini, Leonard Montagna
Improving emergency response in the era of ADAS vehicles in the Smart City. ICT Express 7 (4) (2021)
Nicola Capodieci, Roberto Cavicchioli, Ignacio Sañudo Olmedo, Marco Solieri, Marko Bertogna
Contending memory in heterogeneous SoCs: Evolution in NVIDIA Tegra embedded platforms. RTCSA (2020)
Micaela Verucchi, Gianluca Brilli, Davide Sapienza, Mattia Verasani, Marco Arena, Francesco Gatti, Alessandro Capotondi, Roberto Cavicchioli, Marko Bertogna, Marco Solieri
A Systematic Assessment of Embedded Neural Networks for Object Detection. ETFA (2020)
Roberto Cavicchioli, Nicola Capodieci, Marco Solieri, Marko Bertogna, Paolo Valente, Andrea Marongiu
Evaluating Controlled Memory Request Injection to Counter PREM Memory Underutilization. JSSPP (2020)
Houssam-Eddine Zahaf, Nicola Capodieci, Roberto Cavicchioli, Marko Bertogna, Giuseppe Lipari
A C-DAG task model for scheduling complex real-time tasks on heterogeneous platforms: preemption matters. CoRR (2019)
Roberto Cavicchioli, Nicola Capodieci, Marco Solieri, Marko Bertogna
API Comparison of CPU-To-GPU Command Offloading Latency on Embedded Platforms (Artifact). Dagstuhl Artifacts Ser. 5 (1) (2019)
Roberto Cavicchioli, Nicola Capodieci, Marco Solieri, Marko Bertogna
Novel Methodologies for Predictable CPU-To-GPU Command Offloading. ECRTS (2019)
Nicola Capodieci, Roberto Cavicchioli, Marko Bertogna
NVIDIA GPU scheduling details in virtualized environments: work-in-progress. EMSOFT (2018)
Ignacio Sanudo Olmedo, Roberto Cavicchioli, Nicola Capodieci, Paolo Valente, Marko Bertogna
A survey on shared disk I/O management in virtualized environments under real time constraints. SIGBED Rev. 15 (1) (2018)
Ignacio Sanudo Olmedo, Nicola Capodieci, Roberto Cavicchioli
A Perspective on Safety and Real-Time Issues for GPU Accelerated ADAS. IECON (2018)
Nicola Capodieci, Roberto Cavicchioli, Marko Bertogna, Aingara Paramakuru
Deadline-Based Scheduling for GPU with Preemption Support. RTSS (2018)
Nicola Capodieci, Roberto Cavicchioli, Paolo Valente, Marko Bertogna
SiGAMMA: server based integrated GPU arbitration mechanism for memory accesses. RTNS (2017)
Roberto Cavicchioli, Nicola Capodieci, Marko Bertogna
Memory interference characterization between CPU cores and integrated GPUs in mixed-criticality platforms. ETFA (2017)
Paolo Burgio, Marko Bertogna, Nicola Capodieci, Roberto Cavicchioli, Michal Sojka, Premysl Houdek, Andrea Marongiu, Paolo Gai, Claudio Scordino, Bruno Morelli
A software stack for next-generation automotive systems on many-core heterogeneous platforms. Microprocess. Microsystems 52 (2017)
Ignacio Sanudo Olmedo, Roberto Cavicchioli, Nicola Capodieci, Paolo Valente, Marko Bertogna
A Survey on Shared I/O Management in Virtualized Environments under Real Time Constraints. EWiLi (2016)
G. Sereni, Luca Vandelli, Roberto Cavicchioli, Luca Larcher, Dmitry Veksler, Gennadi Bersuker
Substrate and temperature influence on the trap density distribution in high-k III-V MOSFETs. IRPS (2015)
Roberto Cavicchioli, Caroline Chaux, Laure Blanc-Féraud, Luca Zanni
ML estimation of wavelet regularization hyperparameters in inverse problems. ICASSP (2013)