Invited: Caching in Automated Data Centric Vehicles for Edge Computing Scenarios

With the current trend towards large data volumes, state-of-the-art communication and data management solutions based on the publish/subscribe pattern reach the network limits, hampering the deployment of advanced edge and cloud computing services. A main reason is the established publisher-centric...

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Vydáno v:2023 60th ACM/IEEE Design Automation Conference (DAC) s. 1 - 4
Hlavní autoři: Sperling, Nora, Bendrick, Alex, Stohrmann, Dominik, Ernst, Rolf
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 09.07.2023
Témata:
Communication networks
Data transfer
Design automation
Hardware
Heterogeneous networks
Timing
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Shrnutí:With the current trend towards large data volumes, state-of-the-art communication and data management solutions based on the publish/subscribe pattern reach the network limits, hampering the deployment of advanced edge and cloud computing services. A main reason is the established publisher-centric distribution mechanism that over-utilizes network resources. We suggest a network and subscriber-centric adaptive data caching communication scheme supported by dynamic network management and configuration, which has great potential to solve the data distribution challenges. We show that state-of-the-art publish/subscribe middlewares like Data Distribution Service (DDS) can transparently be combined with such software caching.
DOI:10.1109/DAC56929.2023.10247983