Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T17:47:17.175841Z
Paper Citation Record · LEDGER
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure
As of 20 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2502.00787.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact9
- verified fuzzy5
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2b7b21b2-7d1b-48c0-9e89-69c0cb8f912a · outbound
This paper cites Gravitational wave spectra from oscillon formation after inflation.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Gravitational wave spectra from oscillon formation after inflation
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:47:17.107861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05e9b678-8ddd-44c5-805c-3cf3076f2d54 · outbound
This paper cites Scaling Migrations and Replications of Virtual Network Functions based on Network Traffic Forecasting,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Scaling Migrations and Replications of Virtual Network Functions based on Network Traffic Forecasting,
Reference 2
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-09T17:47:17.763102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 379112fb-4cac-48c2-b727-4063368598fe · outbound
This paper cites An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T17:47:17.676584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e2956b3f-0e15-4c71-90f5-62d4b449cda6 · outbound
This paper cites Digital Twin for Networking: A Data-driven Performance Modeling Perspective.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Digital Twin for Networking: A Data-driven Performance Modeling Perspective
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T17:47:17.661137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 14b868b0-45ee-407b-b23e-8605afe3ca05 · outbound
This paper cites Deeper and Wider Networks for Performance Metrics Prediction in Communication Networks.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Deeper and Wider Networks for Performance Metrics Prediction in Communication Networks
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T17:47:17.644943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0c761588-c9bf-4232-8e41-c9697c572964 · outbound
This paper cites Rethinking Data-driven Networking with Foundation Models: Challenges andOpportunities,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Rethinking Data-driven Networking with Foundation Models: Challenges andOpportunities,
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:47:17.129462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c662006-6d43-4735-8ab4-c740dbc3af56 · outbound
This paper cites RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation,
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:47:17.133001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35a6ca3f-0092-4402-8987-8b86f8e449cd · outbound
This paper cites Learning-Based Network Performance Estimators: The Next Frontier for Network Simulation,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Learning-Based Network Performance Estimators: The Next Frontier for Network Simulation,
Reference 8
- Resolution
- verified exact
- doi, observed 2026-08-09T17:47:17.239281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 15923cdf-6cb2-42ee-b987-4d6fd765ab2e · outbound
This paper cites Digital Twin for Networking: A Data-Driven Performance Modeling Perspective,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Digital Twin for Networking: A Data-Driven Performance Modeling Perspective,
Reference 9
- Resolution
- verified exact
- doi, observed 2026-08-09T17:47:17.228273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8ae700b2-b2cb-426c-90f6-d5a2f051a99e · outbound
This paper cites Data-driven Predictive Latency for 5G: A Theoretical and Experimental Analysis Using Network Measurements,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Data-driven Predictive Latency for 5G: A Theoretical and Experimental Analysis Using Network Measurements,
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:47:17.142539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a45f2c4b-e0ee-4e52-a9cd-8ccaebd689ad · outbound
This paper cites Performance prediction and enhancement of 5G networks based on linear regression machine learning,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Performance prediction and enhancement of 5G networks based on linear regression machine learning,
Reference 11
- Resolution
- verified exact
- doi, observed 2026-08-09T17:47:17.217857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 26d39969-148b-4456-9715-f5ba966b4690 · outbound
This paper cites Network Traffic Prediction Model in a Data-Driven Digital Twin Network Architecture,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Network Traffic Prediction Model in a Data-Driven Digital Twin Network Architecture,
Reference 12
- Resolution
- verified exact
- doi, observed 2026-08-09T17:47:17.206960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cbe53d64-11e3-46a5-a98b-b1f7b4a4f1c9 · outbound
This paper cites Formal MethodsforNetworkPerformanceAnalysis,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Formal MethodsforNetworkPerformanceAnalysis,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:47:17.835045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a2c1efd6-a3b1-4427-bb1d-3de87230c905 · outbound
This paper cites Towards a Unified Method for Network Dynamic via Adversarial Weighted Link Prediction.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Towards a Unified Method for Network Dynamic via Adversarial Weighted Link Prediction
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T17:47:17.354253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 72f002ac-31d8-4c1b-959b-18a039e1c6b0 · outbound
This paper cites AnEfficient Data-DrivenTrafficPredictionFrameworkforNetworkDigital Twin,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure AnEfficient Data-DrivenTrafficPredictionFrameworkforNetworkDigital Twin,
Reference 15
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-09T17:47:17.337507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0197ee6d-5aa4-438e-b210-3fcf3e1b432a · outbound
This paper cites Modeling configuration-performance relation in a mobile network: a data-driven approach.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Modeling configuration-performance relation in a mobile network: a data-driven approach
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T17:47:17.255854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5db744cb-88fe-4a84-9fed-98b4f250a690 · outbound
This paper cites E-proctoringsystems:A review on designing techniques, features and abilities against threatsand attacks,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure E-proctoringsystems:A review on designing techniques, features and abilities against threatsand attacks,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:47:17.823767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4631b834-bfc6-4d0f-ae05-35682b4d57f9 · outbound
This paper cites Design, implementation & optimization of an energy harvesting system for VANETS’road side units (RSU)’,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Design, implementation & optimization of an energy harvesting system for VANETS’road side units (RSU)’,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:47:17.811970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4e9810f1-22c0-474f-a714-4fdb58254669 · outbound
This paper cites An embedded and intelligentanomalypowerconsumptiondetectionsystembased onsmartmetering,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure An embedded and intelligentanomalypowerconsumptiondetectionsystembased onsmartmetering,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:47:17.799392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 091691bd-91d9-4e7f-8728-9c758abfb84d · outbound
This paper cites Anefficientsecuritymodel forindustrialinternetofthings(IIoT)systembasedonmachine learning principles,.
Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure Anefficientsecuritymodel forindustrialinternetofthings(IIoT)systembasedonmachine learning principles,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:47:17.788089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.