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Titel:

Performance Evaluation of AI Algorithms on Heterogeneous Edge Devices for Manufacturing

Dokumenttyp:
Konferenzbeitrag
Autor(en):
Rupprecht, Bernhard; Hujo, Dominik; Vogel-Heuser, Birgit
Abstract:
Novel Artificial Intelligence (AI) approaches try to process an excessive amount of field-level data. However, challenges arise as network bandwidth is limited, and thus this data cannot be entirely transferred to the cloud for further processing. Edge computing tries to overcome that limitation by bringing the computational resources closer to the data generating sources. However, edge devices are also constraint by both CPU power and memory, and strict real-time requirements of the manufacturi...     »
Kongress- / Buchtitel:
18th International Conference on Automation Science and Engineering (CASE)
Verlagsort:
Mexico City, Mexico
Jahr:
2022
Monat:
August
Seiten:
8
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