A survey on deep neural network partition over cloud, edge and end devices
Deep neural network (DNN) partition is a research problem that involves splitting a DNN into
multiple parts and offloading them to specific locations. Because of the recent advancement …
multiple parts and offloading them to specific locations. Because of the recent advancement …
Distributed Computation of DNN via DRL With Spatio-Temporal State Embedding
Offloading techniques are considered one of the key enablers of deep neural network (DNN)-
based artificial intelligence (AI) services on end devices with limited computing resources …
based artificial intelligence (AI) services on end devices with limited computing resources …
QUDOS: quorum-based cloud-edge distributed DNNs for security enhanced industry 4.0
K Wallis, C Reich, B Varghese… - Proceedings of the 14th …, 2021 - dl.acm.org
Distributed machine learning algorithms that employ Deep Neural Networks (DNNs) are
widely used in Industry 4.0 applications, such as smart manufacturing. The layers of a DNN …
widely used in Industry 4.0 applications, such as smart manufacturing. The layers of a DNN …
[PDF][PDF] Verteilte Datenvalidierungsnetzwerke im industriellen Umfeld
K Wallis - 2023 - freidok.uni-freiburg.de
This dissertation presents a system for improving the security of data validation in an
industrial environment. For this purpose, the four industrial revolutions are used, starting with …
industrial environment. For this purpose, the four industrial revolutions are used, starting with …