Paper Citation Record · LEDGER

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service

As of 8 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2505.21018.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.21018 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:47:15.970929Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy22
unresolved1
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metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53e4fbd4-e834-4427-a49c-3078dbb55bb9 · outbound

This paper cites Employing channel probing to derive end-of-life service margins for op- tical spectrum services,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Employing channel probing to derive end-of-life service margins for op- tical spectrum services,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:19.861311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c24a0243-a679-411f-936a-b69c531b5f6c · outbound

This paper cites Exploring service margins for optical spectrum services,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Exploring service margins for optical spectrum services,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:19.597047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b1ecb58-a9f1-4dc6-addc-d98212df03f1 · outbound

This paper cites Moldovan and Ukrainian R&E communities benefit from new ‘spectrum’ link with GEANT,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Moldovan and Ukrainian R&E communities benefit from new ‘spectrum’ link with GEANT,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:19.380496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c2db852c-a673-4dee-8793-a72225f79f09 · outbound

This paper cites Open RAN—Radio Access Network Evolution, Benefits and Market Trends,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Open RAN—Radio Access Network Evolution, Benefits and Market Trends,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:19.256700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4df00dc-55f9-4b4b-8d0a-bb90e8056148 · outbound

This paper cites Design of Low-Margin Optical Networks,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Design of Low-Margin Optical Networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:19.103247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e3280082-792d-4d52-ba25-323e0a90ac02 · outbound

This paper cites Optical spectrum services in open disaggregated transport networks,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Optical spectrum services in open disaggregated transport networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:18.956887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13f051d7-8d07-457f-8eae-0f2bf9011294 · outbound

This paper cites Machine Learn- ing enabled Fault-Detection Algorithms for Optical Spectrum-as-a- Service Users,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Machine Learn- ing enabled Fault-Detection Algorithms for Optical Spectrum-as-a- Service Users,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:18.761069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d33d4f69-281b-4e79-b697-f1cffc37f655 · outbound

This paper cites In- terference identification in multi-user optical spectrum as a service using convolutional neural networks,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service In- terference identification in multi-user optical spectrum as a service using convolutional neural networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:18.608675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f371df1d-f1ee-4725-af38-45da05a86f31 · outbound

This paper cites Openireland testbed, funded by science foundation ire- land,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Openireland testbed, funded by science foundation ire- land,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:47:14.442133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31b4fbc-b924-49ca-a5d2-ec4a076f970b · outbound

This paper cites Self- normalizing neural network, enabling one shot transfer learning for modeling edfa wavelength dependent gain.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Self- normalizing neural network, enabling one shot transfer learning for modeling edfa wavelength dependent gain

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:18.504652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95fabffe-d508-43df-a1d4-a47d986c1229 · outbound

This paper cites Spectral grids for wdm applications: Dwdm frequency grid,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Spectral grids for wdm applications: Dwdm frequency grid,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:18.303560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3b6aab9-3ab0-4c85-aaf1-ca1a97fbe598 · outbound

This paper cites Fault and attack manage- ment in all-optical networks,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Fault and attack manage- ment in all-optical networks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:18.109731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 478435fc-baa9-4dd5-bc8f-6480b69b6f85 · outbound

This paper cites High- power jamming attack mitigation techniques in spectrally-spatially flexi- ble optical networks,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service High- power jamming attack mitigation techniques in spectrally-spatially flexi- ble optical networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:17.921372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2bc4b664-bbdb-4c93-bfbf-f5c5cf01e2b8 · outbound

This paper cites Nonlinear interference mitigation: Methods and potential gain,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Nonlinear interference mitigation: Methods and potential gain,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:17.746886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0ee0734e-464e-47e6-a0d8-82638301ab56 · outbound

This paper cites Cross-phase mod- ulation induced by ook channels on higher-rate dqpsk and coherent qpsk channels,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Cross-phase mod- ulation induced by ook channels on higher-rate dqpsk and coherent qpsk channels,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:17.568618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 855f9025-6c72-4e3c-a2e5-e3d9c557a44a · outbound

This paper cites Overlaying 10 gb/s legacy optical networks with 40 and 100 gb/s coherent terminals,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Overlaying 10 gb/s legacy optical networks with 40 and 100 gb/s coherent terminals,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:17.390623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a0c2f08-0f42-4089-9264-c55aa8f516fd · outbound

This paper cites Cross-polarization modulation: Theory and measurement in subcarrier-modulated wdm systems,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Cross-polarization modulation: Theory and measurement in subcarrier-modulated wdm systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:17.206243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d007026-e849-4818-b37e-fdbc22025b4b · outbound

This paper cites Recent ad- vances in convolutional neural network acceleration,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Recent ad- vances in convolutional neural network acceleration,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:16.969076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7f696b5-2b40-43e7-8abd-d37874614250 · outbound

This paper cites Convolutional deep belief networks for scalable unsupervised learning of hierarchical repre- sentations,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Convolutional deep belief networks for scalable unsupervised learning of hierarchical repre- sentations,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:16.731309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e89e68f-02c3-4546-8a62-c4b4b29e34c5 · outbound

This paper cites Attention is All you Need,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Attention is All you Need,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:16.558477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24d7f7ff-b46d-4ae8-9383-3f833f1a1687 · outbound

This paper cites Position encoding based convolutional neural networks for machine remaining useful life prediction,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Position encoding based convolutional neural networks for machine remaining useful life prediction,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:16.403643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb41d236-55e8-47a4-8a4e-61137d212899 · outbound

This paper cites Self- normalizing neural networks,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Self- normalizing neural networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:16.253944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9190fba6-3fba-4068-ac82-e78402351742 · outbound

This paper cites Pytorch: An imperative style, high- performance deep learning library,.

Interference Detection in Spectrum-Blind Multi-User Optical Spectrum as a Service Pytorch: An imperative style, high- performance deep learning library,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:47:16.102679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.