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Antonio Miele
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Publications
- 2023
- [j27]Cristiana Bolchini, Luca Cassano, Antonio Miele, Alessandro Toschi:
Fast and Accurate Error Simulation for CNNs Against Soft Errors. IEEE Trans. Computers 72(4): 984-997 (2023) - [c68]Cristiana Bolchini, Luca Cassano, Antonio Miele, Alessandro Nazzari, Dario Passarello:
Analyzing the Reliability of Alternative Convolution Implementations for Deep Learning Applications. DFT 2023: 1-6 - [i6]Cristiana Bolchini, Luca Cassano, Antonio Miele:
Resilience of Deep Learning applications: a systematic survey of analysis and hardening techniques. CoRR abs/2309.16733 (2023) - 2022
- [j25]Luca Cassano, Antonio Miele, Francesco Mione, Nicola Tonellotto, Carlo Vallati:
Design of Fault-Tolerant Distributed Cyber-Physical Systems for Smart Environments. IEEE Embed. Syst. Lett. 14(2): 79-82 (2022) - [j24]Cristiana Bolchini, Giacomo Boracchi, Luca Cassano, Antonio Miele, Diego Stucchi:
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering. IEEE Trans. Computers 71(2): 282-295 (2022) - [j23]Matteo Biasielli, Cristiana Bolchini, Luca Cassano, Andrea Mazzeo, Antonio Miele:
Approximation-Based Fault Tolerance in Image Processing Applications. IEEE Trans. Emerg. Top. Comput. 10(2): 648-661 (2022) - [j22]Antonio Miele, Henry Zárate, Luca Cassano, Cristiana Bolchini, Jorge Eduardo Ortiz Trivino:
A Runtime Resource Management and Provisioning Middleware for Fog Computing Infrastructures. ACM Trans. Internet Things 3(3): 17:1-17:29 (2022) - [c67]Cristiana Bolchini, Alberto Bosio, Luca Cassano, Bastien Deveautour, Giorgio Di Natale, Antonio Miele, Ian O'Connor, Elena Ioana Vatajelu:
Dependability of Alternative Computing Paradigms for Machine Learning: hype or hope? DDECS 2022: 7-13 - [c66]Cristiana Bolchini, Luca Cassano, Antonio Miele, Alessandro Nazzari:
Selective Hardening of CNNs based on Layer Vulnerability Estimation. DFT 2022: 1-6 - [i4]Cristiana Bolchini, Luca Cassano, Antonio Miele, Alessandro Toschi:
Fast and Accurate Error Simulation for CNNs against Soft Errors. CoRR abs/2206.02051 (2022) - 2021
- [c64]Cristiana Bolchini, Luca Cassano, Andrea Mazzeo, Antonio Miele:
Usability-based Cross-Layer Reliability Evaluation of Image Processing Applications. DFT 2021: 1-6 - 2020
- [j21]Giacomo Tanganelli, Luca Cassano, Antonio Miele, Carlo Vallati:
A methodology for the design and deployment of distributed cyber-physical systems for smart environments. Future Gener. Comput. Syst. 109: 420-430 (2020) - [j20]Matteo Biasielli, Cristiana Bolchini, Luca Cassano, Erdem Koyuncu, Antonio Miele:
A Neural Network Based Fault Management Scheme for Reliable Image Processing. IEEE Trans. Computers 69(5): 764-776 (2020) - [c60]Matteo Biasielli, Luca Cassano, Antonio Miele:
An Approximation-based Fault Detection Scheme for Image Processing Applications. DATE 2020: 1331-1334 - [c59]Cristiana Bolchini, Luca Cassano, Antonio Miele, Matteo Biasielli:
Lightweight Fault Detection and Management for Image Restoration. DFT 2020: 1-6 - [c57]Cristiana Bolchini, Luca Cassano, Andrea Mazzeo, Antonio Miele:
Error Modeling for Image Processing Filters accelerated onto SRAM-based FPGAs. IOLTS 2020: 1-6 - 2019
- [c55]Matteo Biasielli, Cristiana Bolchini, Luca Cassano, Antonio Miele:
A Smart Fault Detection Scheme for Reliable Image Processing Applications. DATE 2019: 704-709 - 2016
- [c43]Cristiana Bolchini, Luca Cassano, Antonio Miele:
Lifetime-aware load distribution policies in multi-core systems: An in-depth analysis. DATE 2016: 804-809
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