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Jasper Müller
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 18
Top Topics
Multi Item
Data Envelopment Analysis
Bandwidth Requirements
Machine Learning
Top Venues
CoRR
OFC
ONDM
JOCN
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Publications
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Jasper Müller
,
Frank Slyne
,
Kaida Kaeval
,
Sebastian Troia
,
Tobias Fehenberger
,
Jörg-Peter Elbers
,
Daniel C. Kilper
,
Marco Ruffini
,
Carmen Mas Machuca
Experimental Demonstration of ML-Based DWDM System Margin Estimation.
CoRR
(2023)
Jasper Müller
,
Sai Kireet Patri
,
Gabriele Di Rosa
,
Achim Autenrieth
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
Capitalizing on Next-Generation Optical Communication Systems with Proactive Multi-Period Network Planning.
CoRR
(2023)
Jasper Müller
,
Gabriele Di Rosa
,
Achim Autenrieth
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
Cost-Efficient Capacity Scaling using Multi-Wavelength Transponders and Adaptive Modulation.
ICTON
(2023)
Mario Wenning
,
Sai Kireet Patri
,
Jasper Müller
,
Achim Autenrieth
,
Jörg-Peter Elbers
,
Piotr Rydlichowski
,
Carmen Mas Machuca
Towards Optimized Demand Routing in QKD Networks.
OFC
(2023)
Sai Kireet Patri
,
Isabella Dick
,
Kaida Kaeval
,
Jasper Müller
,
Jose-Juan Pedreno-Manresa
,
Achim Autenrieth
,
Jörg-Peter Elbers
,
Marko Tikas
,
Carmen Mas Machuca
Machine Learning enabled Fault-Detection Algorithms for Optical Spectrum-as-a-Service Users.
ONDM
(2023)
Maximilian Brügge
,
Jasper Müller
,
Sai Kireet Patri
,
Sander Jansen
,
Jim Zou
,
Stephanie Althoff
,
Klaus-Tycho Förster
Live Demonstration of ML-based PON Characterization and Monitoring.
OFC
(2023)
Jasper Müller
,
Sai Kireet Patri
,
Tobias Fehenberger
,
Helmut Griesser
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
QoT estimation using EGN-assisted machine learning for multi-period network planning.
CoRR
(2023)
Jasper Müller
,
Ognjen Jovanovic
,
Carmen Mas Machuca
,
Helmut Griesser
,
Tobias Fehenberger
,
Jörg-Peter Elbers
Comparison of Single-Wavelength and Multi-Wavelength Transponders in a Physical-layer-aware Network Planning Study.
CoRR
(2023)
Jasper Müller
,
Ognjen Jovanovic
,
Tobias Fehenberger
,
Gabriele Di Rosa
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
Multi-Wavelength Transponders for High-capacity Optical Networks: A Physical-layer-aware Network Planning Study.
CoRR
(2023)
Jasper Müller
,
Gabriele Di Rosa
,
Tobias Fehenberger
,
Mario Wenning
,
Sai Kireet Patri
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
On the Benefits of Rate-Adaptive Transceivers: A Network Planning Study.
CoRR
(2023)
Jasper Müller
,
Frank Slyne
,
Kaida Kaeval
,
Sebastian Troia
,
Tobias Fehenberger
,
Jörg-Peter Elbers
,
Daniel C. Kilper
,
Marco Ruffini
,
Carmen Mas Machuca
Experimental Demonstration of ML-Based DWDM System Margin Estimation.
OFC
(2023)
Jasper Müller
,
Gabriele Di Rosa
,
Tobias Fehenberger
,
Mario Wenning
,
Sai Kireet Patri
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
On the Benefits of Rate-Adaptive Transceivers: A Network Planning Study.
ONDM
(2023)
Jasper Müller
,
Ognjen Jovanovic
,
Tobias Fehenberger
,
Gabriele Di Rosa
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
Multi-wavelength transponders for high-capacity optical networks: a physical-layer-aware network planning study.
JOCN
15 (7) (2022)
Jasper Müller
,
Sai Kireet Patri
,
Tobias Fehenberger
,
Helmut Griesser
,
Jörg-Peter Elbers
,
Carmen Mas Machuca
QoT estimation using EGN-assisted machine learning for multi-period network planning.
JOCN
14 (12) (2022)
Jasper Müller
,
Tobias Fehenberger
,
Sai Kireet Patri
,
Kaida Kaeval
,
Helmut Griesser
,
Marko Tikas
,
Jörg-Peter Elbers
Estimating Quality of Transmission in a Live Production Network using Machine Learning.
CoRR
(2021)
Jasper Müller
,
Sai Kireet Patri
,
Tobias Fehenberger
,
Carmen Mas Machuca
,
Helmut Griesser
,
Jörg-Peter Elbers
A QoT Estimation Method using EGN-assisted Machine Learning for Network Planning Applications.
CoRR
(2021)
Jasper Müller
,
Tobias Fehenberger
,
Sai Kireet Patri
,
Kaida Kaeval
,
Helmut Griesser
,
Marko Tikas
,
Jörg-Peter Elbers
Estimating Quality of Transmission in a Live Production Network using Machine Learning.
OFC
(2021)
Jasper Müller
,
Sai Kireet Patri
,
Tobias Fehenberger
,
Carmen Mas Machuca
,
Helmut Griesser
,
Jörg-Peter Elbers
A QoT Estimation Method using EGN-assisted Machine Learning for Network Planning Applications.
ECOC
(2021)