Image test libraries for the on-line self-test of functional units in gpus running cnns
The widespread use of artificial intelligence (AI)-based systems has raised several concerns
about their deployment in safety-critical systems. Industry standards, such as ISO26262 for …
about their deployment in safety-critical systems. Industry standards, such as ISO26262 for …
Uncovering hidden vulnerabilities in CNNs through evolutionary-based Image Test Libraries
Over the past years, Convolutional Neural Networks (CNNs) have become highly prominent
in diverse artificial intelligence applications, proving remarkable performance across …
in diverse artificial intelligence applications, proving remarkable performance across …
Risc-v-based platforms for hpc: analyzing non-functional properties for future hpc and big-data clusters
Abstract High-Performance Computing (HPC) have evolved to be used to perform
simulations of systems where physical experimentation is prohibitively impractical …
simulations of systems where physical experimentation is prohibitively impractical …
Enhancing the effectiveness of STLs for GPUs via bounded model checking
Graphics Processing Units (GPUs) are becoming widespread, even in safety-critical
applications. In that case, it is imperative to guarantee that the probability of producing …
applications. In that case, it is imperative to guarantee that the probability of producing …
STLs for GPUs: using high-level language approaches
Self-test libraries (STLs) that are widely used for in-field fault detection in processor-based
systems can also be used in graphics processing units (GPUs). This work describes a …
systems can also be used in graphics processing units (GPUs). This work describes a …
Functional Testing with STLs: A Step Towards Reliable RISC-V-based HPC Commodity Clusters
Abstract The reliability of High-Performance Computing (HPC) systems is an essential
concern due to their massive size and the complexity of their operation. Thus, functional …
concern due to their massive size and the complexity of their operation. Thus, functional …
[PDF][PDF] Formal Methods for Test and Reliability
N Deligiannis - 2024 - tesidottorato.depositolegale.it
In the rapidly evolving landscape of nanotechnology, where innovations promise
groundbreaking advancements in various industries, ensuring the reliability and safety of …
groundbreaking advancements in various industries, ensuring the reliability and safety of …
[PDF][PDF] Reliability Enhancement in GPU Architectures
JD GUERRERO BALAGUERA - 2024 - tesidottorato.depositolegale.it
GPUs are important hardware accelerators for modern applications, particularly AI-based
ones. They offer a high degree of parallelism, allowing multiple data to be processed …
ones. They offer a high degree of parallelism, allowing multiple data to be processed …
Software-based test images for in-field fault detection of hardware accelerators
G Perlo - 2024 - webthesis.biblio.polito.it
The increasing adoption of artificial intelligence (AI)-based systems has led to growing
concerns about their deployment in safety-critical environments. Industry standards, such as …
concerns about their deployment in safety-critical environments. Industry standards, such as …
Image Test Libraries for the on-line self-test of functional units in GPUs running CNNs
A Porsia - 2023 - webthesis.biblio.polito.it
The widespread use of artificial intelligence (AI)-based systems brings with it several
questions about the deployment of such systems in safety-critical contexts. Several industry …
questions about the deployment of such systems in safety-critical contexts. Several industry …