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Politecnico di Torino
New techniques for the Reliability Evaluation of AI-oriented Hardware Accelerators
Abstract
dc:descriptionL'abstract è presente nell'allegato / the abstract is in the attachment
Degree
thesis:*- Grantor dc:publisher
- Politecnico di Torino
- Year dc:date
- 2026
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- LIMAS SIERRA, ROBERT ALEXANDER
- Contributors dc:contributor
-
- SONZA REORDA, MATTEO
- RODRIGUEZ CONDIA, JOSIE ESTEBAN
Subjects
dc:subject × 19- Artificial Intelligence
- Hardware accelerator
- Fault injection
- Tensor Core
- GPU computing
- Matrix multiplication
- Machine learning
- Neural Network
- Numerical format
- Floating-point arithmetic
- Posit arithmetic
- Silent Data Corruption
- Cross-layer reliability
- Error modeling
- Selective hardening
- Software-based fault tolerance
- Safety-critical system
- High-performance computing.
- Settore IINF-05/A - Sistemi di elaborazione delle informazioni
Rights
dc:rights- Statement dc:rights
-
- info:eu-repo/semantics/openAccess
- license:Creative commons
- license uri:http://creativecommons.org/licenses/by-nc-nd/4.0/
- Language dc:language
- eng
Identifiers
dc:identifier.*- Handle dc:identifier
- https://hdl.handle.net/11583/3011067
- OAI identifier oai:identifier
- oai:iris.polito.it:11583/3011067