Robin Matzner |  Akanksha Ahuja... -  《Journal of optical communications and networking》 - 2025,17(1) - 7～27 - 共21页 - 被引量：1

摘要：Topology Bench is a comprehensive topology dataset designed to accelerate benchmarking studies in optical networks. The dataset, focusing on core optical networks, comprises publicly accessible and re...

关键词： Topology |  Network topology |  Optical fiber networks |  Benchmark testing |  Resource management |  Measurement |  Synthetic data |  Optical imaging |  Data models |  Systematics

Ruijie Luo |  Robin Matzner... -  《Journal of optical communications and networking》 - 2023,15(5) - 1～10 - 共10页 - 被引量：4

摘要：The design of optical networks for maximum throughput under diverse traffic demands is a long-standing NP-hard problem. In this paper, by parameterizing the relationship between the network topology a...

关键词： Throughput |  Network topology |  Topology |  Optical fiber networks |  Costs |  Optimization |  DSL

Robin Matzner |  Ruijie Luo... -  《2022 European Conference on Optical Communications: ECOC 2022, Basel, Switzerland, 18-22 September 2022, [v.1]》 -  European Conference on Optical Communications - 2022, - 1～4 - 共4页

摘要：Using maximum achievable throughput as an objective, message passing neural networks (MPNN) are applied to larger optical networks (25-100 nodes), enabling physical properties-aware large-scale topolo...

关键词： Correlation |  Computational modeling |  Optical recording |  Training data |  Optical computing |  Optical fiber networks |  Predictive models

Ruijie Luo |  Yi-Zhi Xu... -  《2022 Optical Fiber Communications Conference and Exhibition: Optical Fiber Communications Conference and Exhibition (OFC), 6-10 March 2022, Virtual Event, San Diego, CA, USA》 -  Optical Fiber Communications Conference and Exhibition - 2022, - 1～3 - 共3页

摘要：We introduce a polynomial-time distributed message passing algorithm for routing and wavelength assignment. Exact global solutions are obtained for small-scale networks and improvements are demonstrat...

关键词： Adaptive systems |  Heuristic algorithms |  Wavelength assignment |  Message passing |  Routing |  Probabilistic logic |  Search problems

NSTL主题词： Fiber optic networks |  wavelength assignment |  global optimum |  Network routing

Robin Matzner |  Daniel Semrau... -  《Journal of optical communications and networking》 - 2021,13(8) - D53～D67 - 共15页 - 被引量：7

摘要：The key goal in optical network design is to introduce intelligence in the network and deliver capacity when and where it is needed. It is critical to understand the dependencies between network topol...

关键词： Optical fiber networks |  Nonlinear optics |  Signal to noise ratio |  Optical distortion |  Network topology |  Throughput |  Topology

Polina Bayvel |  Ruijie Luo... -  《2020 European Conference on Optical Communications: European Conference on Optical Communications (ECOC 2020), 6-10 Dec. 2020, Brussels, Belgium》 -  European Conference on Optical Communications - 2020, - 1～4 - 共4页

摘要：The overarching goal in intelligent network design is to deliver capacity when and where it is needed. The key to this is to understand which network topology characteristics impact the achievable net...

关键词： Intelligent networks |  Network topology |  Europe |  Optical fiber networks |  Throughput |  Physical layer |  Topology

NSTL主题词： Intelligent Design |  Fiber optic networks |  Maximize |  Throughput |  topology |  nonlinearity

Robin Matzner |  Henrique Buglia... -  《49th European Conference and Exhibition on Optical Communication,Volume 2 of 3》 -  European Conference and Exhibition on Optical Communication - 2023, - 1043～1046 - 共4页

摘要：In this work, the benefits of network re-design with spatial division multiplexing (SDM) and ultra-wideband (UWB) are investigated. For the first time a comprehensive study of 200 generated topologies...