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Showing 1 to 2 of 2 for “"Application Robustification"”.
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A numerical optimization-based methodology for application robustification: transforming applications for error tolerance
… we present a general approach to converting applications into an error tolerant form by recasting these applications as numerical optimization problems, which can then be solved reliably via stochastic optimization. We evaluate the potential robustness and energy benefits of the proposed …
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Algorithmic approaches to enhancing and exploiting application-level error tolerance
… been to investigate how we can leverage inherent application and algorithm characteristics (e.g. natural error resilience, spatial and temporal reuse, and fault containment) to build more efficient robust systems. This dissertation research describes algorithmic approaches that leverage …