Hamid Tabani

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 31

Top Topics

Autonomous Driving

Object Detection

Computing Systems

Top Venues

J. Syst. Archit.

Publications

Roger Pujol, Mohamed Hassan, Hamid Tabani, Jaume Abella, Francisco Javier Cazorla-Almeida
Tracking Coherence-Related Contention Delays in Real-Time Multicore Systems. SAC (2023)
Martí Caro, Hamid Tabani, Jaume Abella, Francesc Moll, Enric Morancho, Ramon Canal, Josep Altet, Antonio Calomarde, Francisco J. Cazorla, Antonio Rubio, Pau Fontova, Jordi Fornt
An automotive case study on the limits of approximation for object detection. J. Syst. Archit. 138 (2023)
Martí Caro, Hamid Tabani, Jaume Abella
At-Scale Evaluation of Weight Clustering to Enable Energy-Efficient Object Detection. CoRR (2023)
Miguel Alcon, Hamid Tabani, Jaume Abella, Francisco J. Cazorla
Dynamic and execution views to improve validation, testing, and optimization of autonomous driving software. Softw. Qual. J. 31 (2) (2023)
Martí Caro, Hamid Tabani, Jaume Abella, Francesc Moll, Enric Morancho, Ramon Canal, Josep Altet, Antonio Calomarde, Francisco J. Cazorla, Antonio Rubio, Pau Fontova, Jordi Fornt
An Automotive Case Study on the Limits of Approximation for Object Detection. CoRR (2023)
Roger Pujol, Josep Jorba, Hamid Tabani, Leonidas Kosmidis, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
Vector Extensions in COTS Processors to Increase Guaranteed Performance in Real-Time Systems. ACM Trans. Embed. Comput. Syst. 22 (2) (2023)
Martí Caro, Hamid Tabani, Jaume Abella
At-scale assessment of weight clustering for energy-efficient object detection accelerators. SAC (2022)
Martí Caro, Hamid Tabani, Jaume Abella
At-scale evaluation of weight clustering to enable energy-efficient object detection. J. Syst. Archit. 129 (2022)
Hamid Tabani, Roger Pujol, Miguel Alcon, Joan Moya, Jaume Abella, Francisco J. Cazorla
ADBench: benchmarking autonomous driving systems. Computing 104 (3) (2022)
Javier Barrera, Leonidas Kosmidis, Hamid Tabani, Jaume Abella, Francisco J. Cazorla
Contention Tracking in GPU Last-Level Cache. ICCD (2022)
Hamid Tabani, Fabio Mazzocchetti, Pedro Benedicte, Jaume Abella, Francisco J. Cazorla
Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs. CoRR (2021)
Hamid Tabani, Ajay Balasubramaniam, Shabbir Marzban, Elahe Arani, Bahram Zonooz
Improving the Efficiency of Transformers for Resource-Constrained Devices. CoRR (2021)
Hamid Tabani, Ajay Balasubramaniam, Elahe Arani, Bahram Zonooz
Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices. CoRR (2021)
Hamid Tabani, Fabio Mazzocchetti, Pedro Benedicte, Jaume Abella, Francisco J. Cazorla
Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs. J. Parallel Distributed Comput. 152 (2021)
Miguel Alcon, Hamid Tabani, Jaume Abella, Francisco J. Cazorla
Enabling Unit Testing of Already-Integrated AI Software Systems: The Case of Apollo for Autonomous Driving. DSD (2021)
Elisa Castelli, Enzo Papandrea, Alessio Di Roma, Ilaria Bloise, Mattia Varile, Hamid Tabani, Jean-Philippe Gastellu-Etchegorry, Lorenzo Feruglio
Deep Learning Application to Surface Properties Retrieval Using TIR Measurements: A Fast Forward/Reverse Scheme to Deal with Big Data Analysis from New Satellite Generations. Remote. Sens. 13 (24) (2021)
Roger Pujol, Hamid Tabani, Jaume Abella, Mohamed Hassan, Francisco J. Cazorla
Empirical Evidence for MPSoCs in Critical Systems: The Case of NXP's T2080 Cache Coherence. DATE (2021)
Hamid Tabani, Ajay Balasubramaniam, Shabbir Marzban, Elahe Arani, Bahram Zonooz
Improving the Efficiency of Transformers for Resource-Constrained Devices. DSD (2021)
Sergi Vilardell, Isabel Serra, Hamid Tabani, Jaume Abella, Joan del Castillo, Francisco J. Cazorla
CleanET: enabling timing validation for complex automotive systems. SAC (2020)
Hamid Tabani, Matteo Fusi, Leonidas Kosmidis, Jaume Abella, Francisco J. Cazorla
IntPred: flexible, fast, and accurate object detection for autonomous driving systems. SAC (2020)
Miguel Alcon, Hamid Tabani, Jaume Abella, Leonidas Kosmidis, Francisco J. Cazorla
En-Route: on enabling resource usage testing for autonomous driving frameworks. SAC (2020)
Miguel Alcon, Hamid Tabani, Leonidas Kosmidis, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
Timing of Autonomous Driving Software: Problem Analysis and Prospects for Future Solutions. RTAS (2020)
Hamid Tabani, Roger Pujol, Jaume Abella, Francisco J. Cazorla
A Cross-Layer Review of Deep Learning Frameworks to Ease Their Optimization and Reuse. ISORC (2020)
Javier Barrera, Leonidas Kosmidis, Hamid Tabani, Enrico Mezzetti, Jaume Abella, Mikel Fernández, Guillem Bernat, Francisco J. Cazorla
On the reliability of hardware event monitors in MPSoCs for critical domains. SAC (2020)
Fabio Mazzocchetti, Pedro Benedicte, Hamid Tabani, Leonidas Kosmidis, Jaume Abella, Francisco J. Cazorla
Performance Analysis and Optimization of Automotive GPUs. SBAC-PAD (2019)
Roger Pujol, Hamid Tabani, Leonidas Kosmidis, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
Generating and Exploiting Deep Learning Variants to Increase Heterogeneous Resource Utilization in the NVIDIA Xavier. ECRTS (2019)
Hamid Tabani, Leonidas Kosmidis, Jaume Abella, Francisco J. Cazorla, Guillem Bernat
Assessing the Adherence of an Industrial Autonomous Driving Framework to ISO 26262 Software Guidelines. DAC (2019)
Hamid Tabani, José-María Arnau, Jordi Tubella, Antonio González
Performance Analysis and Optimization of Automatic Speech Recognition. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Sergi Alcaide, Leonidas Kosmidis, Hamid Tabani, Carles Hernández, Jaume Abella, Francisco J. Cazorla
Safety-Related Challenges and Opportunities for GPUs in the Automotive Domain. IEEE Micro 38 (6) (2018)
Hamid Tabani, José-María Arnau, Jordi Tubella, Antonio González
A Novel Register Renaming Technique for Out-of-Order Processors. HPCA (2018)
Hamid Tabani, José-María Arnau, Jordi Tubella, Antonio González
An Ultra Low-Power Hardware Accelerator for Acoustic Scoring in Speech Recognition. PACT (2017)
Hamid Reza Faragardi, Reza Shojaee, Hamid Tabani, Aboozar Rajabi
An analytical model to evaluate reliability of cloud computing systems in the presence of QoS requirements. ICIS (2013)
Hamid Reza Faragardi, Reza Shojaee, Mohammad Amin Keshtkar, Hamid Tabani
Optimal task allocation for maximizing reliability in distributed real-time systems. ICIS (2013)