Roberto Cavicchioli

Orcid: 0000-0003-0166-0898

According to our database1, Roberto Cavicchioli authored at least 42 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Shifted Window Fourier Transform And Retention For Image Captioning.
CoRR, 2024

Bidirectional Awareness Induction in Autoregressive Seq2Seq Models.
CoRR, 2024

High-Performance Feature Extraction for GPU -Accelerated ORB-SLAMx.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Learning from Wrong Predictions in Low-Resource Neural Machine Translation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

The Degree of Entanglement: Cyber-Physical Awareness in Digital Twin Applications.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

Collaborative Misbehaviour Response System for Improving Road Safety.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

On Using Artificial Intelligence to Predict Music Playlist Success.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

ShareBERT: Embeddings Are Capable of Learning Hidden Layers.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Evaluating Controlled Memory Request Injection for Efficient Bandwidth Utilization and Predictable Execution in Heterogeneous SoCs.
ACM Trans. Embed. Comput. Syst., 2023

Brief Announcement: Optimized GPU-accelerated Feature Extraction for ORB-SLAM Systems.
Proceedings of the 35th ACM Symposium on Parallelism in Algorithms and Architectures, 2023

Machine Learning Techniques for Understanding and Predicting Memory Interference in CPU-GPU Embedded Systems.
Proceedings of the 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2023

Heterogeneous Encoders Scaling in the Transformer for Neural Machine Translation.
Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

5G MEC Architecture for Vulnerable Road Users Management Through Smart City Data Fusion.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Parking Lots Management and Visualization in the Smart City - Digital Twin context.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023

Memory-Aware Latency Prediction Model for Concurrent Kernels in Partitionable GPUs: Simulations and Experiments.
Proceedings of the Job Scheduling Strategies for Parallel Processing - 26th Workshop, 2023

A Request for Clarity over the End of Sequence Token in the Self-Critical Sequence Training.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
A Taxonomy of Modern GPGPU Programming Methods: On the Benefits of a Unified Specification.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Novel Real-Time Edge-Cloud Big Data Management and Analytics Framework for Smart Cities.
J. Univers. Comput. Sci., 2022

Real-Time Requirements for ADAS Platforms Featuring Shared Memory Hierarchies.
IEEE Des. Test, 2022

ExpansionNet v2: Block Static Expansion in fast end to end training for Image Captioning.
CoRR, 2022

Driving Safety & Awareness Cooperative Business Model exploiting the 5GMETA platform.
Proceedings of the 2022 IEEE Future Networks World Forum, 2022

Distributed Big Data Analytics in a Smart City.
Proceedings of the Technologies and Applications for Big Data Value, 2022

2021
The HPC-DAG Task Model for Heterogeneous Real-Time Systems.
IEEE Trans. Computers, 2021

<i>vkpolybench</i>: A crossplatform Vulkan Compute port of the PolyBench/GPU benchmark suite.
SoftwareX, 2021

Improving emergency response in the era of ADAS vehicles in the Smart City.
ICT Express, 2021

2020
Contending memory in heterogeneous SoCs: Evolution in NVIDIA Tegra embedded platforms.
Proceedings of the 26th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2020

Evaluating Controlled Memory Request Injection to Counter PREM Memory Underutilization.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2020

A Systematic Assessment of Embedded Neural Networks for Object Detection.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019
API Comparison of CPU-To-GPU Command Offloading Latency on Embedded Platforms (Artifact).
Dagstuhl Artifacts Ser., 2019

A C-DAG task model for scheduling complex real-time tasks on heterogeneous platforms: preemption matters.
CoRR, 2019

Novel Methodologies for Predictable CPU-To-GPU Command Offloading.
Proceedings of the 31st Euromicro Conference on Real-Time Systems, 2019

2018
A survey on shared disk I/O management in virtualized environments under real time constraints.
SIGBED Rev., 2018

Deadline-Based Scheduling for GPU with Preemption Support.
Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

A Perspective on Safety and Real-Time Issues for GPU Accelerated ADAS.
Proceedings of the IECON 2018, 2018

NVIDIA GPU scheduling details in virtualized environments: work-in-progress.
Proceedings of the International Conference on Embedded Software, 2018

2017
A software stack for next-generation automotive systems on many-core heterogeneous platforms.
Microprocess. Microsystems, 2017

SiGAMMA: server based integrated GPU arbitration mechanism for memory accesses.
Proceedings of the 25th International Conference on Real-Time Networks and Systems, 2017

Memory interference characterization between CPU cores and integrated GPUs in mixed-criticality platforms.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016
A Survey on Shared I/O Management in Virtualized Environments under Real Time Constraints.
Proceedings of the Embedded Operating Systems Workshop co-located with the Embedded Systems Week (ESWEEK 2016), 2016

2015
Substrate and temperature influence on the trap density distribution in high-k III-V MOSFETs.
Proceedings of the IEEE International Reliability Physics Symposium, 2015

2013
ML estimation of wavelet regularization hyperparameters in inverse problems.
Proceedings of the IEEE International Conference on Acoustics, 2013


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