Title | ||
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Emulation-Based Hierarchical Fault-Injection Framework For Coarse-To-Fine Vulnerability Analysis Of Hardware-Accelerated Approximate Algorithms |
Abstract | ||
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This paper proposes a hierarchical fault injection emulation framework tailored to the structure of complex and large application-specific circuits, that performs vulnerability analysis of the system for single event upsets (SEUs) at different design granularities in real-time. In particular, the framework allows for efficient probabilistic modelling of the SEU impact, making it particularly applicable for hardware-accelerated approximate applications such as multimedia, computer vision and image/signal processing, due to its high processing speed and real-time capabilities. The framework is emulated on an FPGA-based platform and evaluated using a depth computation kernel, both in standalone manner as well as within a robotic obstacle avoidance application. |
Year | Venue | Field |
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2016 | PROCEEDINGS OF THE 2016 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE) | Obstacle avoidance,Signal processing,Algorithm design,Computer science,Field-programmable gate array,Real-time computing,Emulation,Probabilistic logic,Fault injection,Hardware emulation |
DocType | ISSN | Citations |
Conference | 1530-1591 | 0 |
PageRank | References | Authors |
0.34 | 6 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ioannis Chadjiminas | 1 | 0 | 0.34 |
Ioannis Savva | 2 | 0 | 0.34 |
Christos Kyrkou | 3 | 102 | 14.05 |
Maria K. Michael | 4 | 176 | 25.89 |
Theocharis Theocharides | 5 | 205 | 26.83 |