Convolutional Neural Networks on Embedded Automotive Platforms: A Qualitative Comparison. - Gianluca Brilli; Paolo Burgio; Marko Bertogna (HPCS, 2018)

An open source research framework for IoT-capable smart traffic lights. - Gianluca Brilli; Paolo Burgio (GOODTECHS, 2019)

A Systematic Assessment of Embedded Neural Networks for Object Detection. - Micaela Verucchi; Gianluca Brilli; Davide Sapienza; Mattia Verasani; Marco Arena; Francesco Gatti; Alessandro Capotondi; Roberto Cavicchioli; Marko Bertogna; Marco Solieri (ETFA, 2020)

An FPGA Overlay for Efficient Real-Time Localization in 1/10th Scale Autonomous Vehicles. - Andrea Bernardi; Gianluca Brilli; Alessandro Capotondi; Andrea Marongiu; Paolo Burgio (DATE, 2022)

Understanding and Mitigating Memory Interference in FPGA-based HeSoCs. - Gianluca Brilli; Alessandro Capotondi; Paolo Burgio; Andrea Marongiu (DATE, 2022)

Fine-Grained QoS Control via Tightly-Coupled Bandwidth Monitoring and Regulation for FPGA-based Heterogeneous SoCs. - Gianluca Brilli; Giacomo Valente; Alessandro Capotondi; Paolo Burgio; T. Di Masciov; Paolo Valente; Andrea Marongiu (DAC, 2023)

The Importance of Worst-Case Memory Contention Analysis for Heterogeneous SoCs. - Lorenzo Carletti; Gianluca Brilli; Alessandro Capotondi; Paolo Valente; Andrea Marongiu (CoRR, 2023)

Interference analysis of shared last-level cache on embedded GP-GPUs with multiple CUDA streams. - Gianluca Brilli; Paolo Burgio (CoRR, 2023)

Performance/power assessment of CNN packages on embedded automotive platforms. - Paolo Burgio; Gianluca Brilli (CoRR, 2023)

Evaluating Controlled Memory Request Injection for Efficient Bandwidth Utilization and Predictable Execution in Heterogeneous SoCs. - Gianluca Brilli; Roberto Cavicchioli; Marco Solieri; Paolo Valente; Andrea Marongiu (ACM Trans. Embed. Comput. Syst., 2023)

Adaptive Localization for Autonomous Racing Vehicles with Resource-Constrained Embedded Platforms. - Federico Gavioli; Gianluca Brilli; Paolo Burgio; Davide Bertozzi (DATE, 2024)

Invited Paper: On the Granularity of Bandwidth Regulation in FPGA-Based Heterogeneous Systems on Chip. - Gianluca Brilli; Giacomo Valente; Alessandro Capotondi; Tania Di Mascio; Andrea Marongiu (WCET, 2024)

Enabling the Proxy Computing Paradigm on DPU-based FPGA Acceleration. - Gianluca Brilli; Alessandro Capotondi; Paolo Burgio; Andrea Marongiu (CF, 2025)

Architectural Design Exploration of a Lane Detection Vision Pipeline for FPGA-based F1Tenth Autonomous Vehicles. - Andrea Magnani; Gianluca Brilli; Andrea Marongiu (CF (Companion), 2025)

Taking a closer look at memory interference effects in commercial-off-the-shelf multicore SoCs. - Lorenzo Carletti; Andrea Serafini; Gianluca Brilli; Alessandro Capotondi; Alessandro Biasci; Paolo Valente; Andrea Marongiu (J. Syst. Archit., 2025)

Fine-Grained QoS Control via Tightly-Coupled Bandwidth Monitoring and Regulation for FPGA-Based Heterogeneous SoCs. - Giacomo Valente; Gianluca Brilli; Tania Di Mascio; Alessandro Capotondi; Paolo Burgio; Paolo Valente; Andrea Marongiu (IEEE Trans. Parallel Distributed Syst., 2025)