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Robin Matzner
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 6
Top Topics
Optical Networks
Essential Proteins
Intelligent Design
Traffic Load
Top Venues
ONDM
JOCN
ECOC
OFC
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Publications
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Ruijie Luo
,
Robin Matzner
,
Alessandro Ottino
,
Georgios Zervas
,
Polina Bayvel
Exploring the relationship among traffic, topology, and throughput: towards a traffic-optimal optical network topology design.
JOCN
15 (5) (2023)
Robin Matzner
,
Ruijie Luo
,
George Zervas
,
Polina Bayvel
Ultra-fast Optical Network Throughput Prediction using Graph Neural Networks.
ONDM
(2022)
Ruijie Luo
,
Yi-Zhi Xu
,
Robin Matzner
,
Georgios Zervas
,
David Saad
,
Polina Bayvel
Message Passing: Towards Low-Complexity, Global Optimal Routing and Wavelength Assignment Solutions for Optical Networks.
OFC
(2022)
Ruijie Luo
,
Robin Matzner
,
Georgios Zervas
,
Polina Bayvel
Towards a Traffic-Optimal Large-Scale Optical Network Topology Design.
ONDM
(2022)
Robin Matzner
,
Daniel Semrau
,
Ruijie Luo
,
Georgios Zervas
,
Polina Bayvel
Making intelligent topology design choices: understanding structural and physical property performance implications in optical networks [Invited].
JOCN
13 (8) (2021)
Polina Bayvel
,
Ruijie Luo
,
Robin Matzner
,
Daniel Semrau
,
Georgios Zervas
Intelligent design of optical networks: which topology features help maximise throughput in the nonlinear regime?
ECOC
(2020)