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Demonstration of Federated Learning over Edge-Computing Enabled Metro Optical Networks

 
: Shariati, B.; Safari, P.; Mitrovska, A.; Hashemi, N.; Fischer, J.K.; Freund, R.

:

Institute of Electrical and Electronics Engineers -IEEE-:
European Conference on Optical Communications, ECOC 2020 : December 6-10, 2020, Virtual Conference
Piscataway, NJ: IEEE, 2020
ISBN: 978-1-7281-7362-7
ISBN: 978-1-7281-7361-0
S.335-338
European Conference on Optical Communications (ECOC) <46, 2020, Online>
Englisch
Konferenzbeitrag
Fraunhofer HHI ()

Abstract
We demonstrate the benefits of a federated learning framework for (re)training of global ML models over geo-distributed data sources. The demonstration is carried out on a live edge computing enabled optical networking test-bed.

: http://publica.fraunhofer.de/dokumente/N-639276.html