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DOI: 10.5445/IR/1000085787
Veröffentlicht am 14.09.2018

Tuning the Computational Effort: An Adaptive Accuracy-aware Approach Across System Layers

Bromberger, Michael

Abstract (englisch):
This thesis introduces a novel methodology to realize accuracy-aware systems, which will help designers integrate accuracy awareness into their systems. It proposes an adaptive accuracy-aware approach across system layers that addresses current challenges in that domain, combining and tuning accuracy-aware methods on different system layers. To widen the scope of accuracy-aware computing including approximate computing for other domains, this thesis presents innovative accuracy-aware methods and techniques for different system layers.
The required tuning of the accuracy-aware methods is integrated into a configuration layer that tunes the available knobs of the accuracy-aware methods integrated into a system.


Zugehörige Institution(en) am KIT Institut für Technische Informatik (ITEC)
Publikationstyp Hochschulschrift
Jahr 2018
Sprache Englisch
Identifikator URN: urn:nbn:de:swb:90-857873
KITopen ID: 1000085787
Verlag Karlsruhe
Umfang XIV, 278 S.
Abschlussart Dissertation
Fakultät Fakultät für Informatik (INFORMATIK)
Institut Institut für Technische Informatik (ITEC)
Prüfungsdatum 20.07.2018
Referent/Betreuer Prof. W. Karl
Schlagworte Approximate Computing, Accuracy-aware Computing, System Tuning, Energy efficiency
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