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7 Memory Awareness
This section discusses optimization approaches for the efficient memory footprint reduction of machine learning algorithms that are …
Helena Kotthaus, Peter Marwedel, Mikail Yayla, Sebastian Buschjäger, Hussam Amrouch, Kuan-Hsun Chen
DOI
8 Communication Awareness
The ubiquity of connected devices and parallel computing platforms challenges ef-ficient and reliable execution of machine learning …
Kuan-Hsun Chen, Junjie Shi, Henning Funke, Jens Teubner
DOI
On the Formalism and Properties of Timing Analyses in Real-Time Embedded Systems
The advanced development of embedded computing devices, accessible networks, and sensor devices has triggered the emergence of complex …
Jian-Jia Chen, Wen-Hung Huang, Georg Von Der Brüggen, Kuan-Hsun Chen, Niklas Ueter
DOI
Dependable Software Generation and Execution on Embedded Systems
An overview of the chapter structure and the connection of the different sections is illustrated in Fig. 1. Soft error mitigation …
Florian Kriebel, Kuan-Hsun Chen, Semeen Rehman, Jörg Henkel, Jian-Jia Chen, Muhammad Shafique
DOI