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Paper Citation Record · LEDGER

Mathematical Modeling for Network Upgrades in Internet Service Provider Infrastructure

As of 22 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.

pith.paper-citation-record.v1
2502.00787 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:47:17.175841Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

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

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unresolved
no resolver link, observed 2026-08-09T17:47:17.107861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:47:17.107861Z digest=sha256:61812407675f89ca3f2d6c86dbf60a3126c7501b3ca418b517597c38bf9398c6

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.113418Z digest=sha256:4704c27f18454c90f623024bdab28612fdb350f5919ed80745048d7568d56868

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.117197Z digest=sha256:3662f8dcb0d9af5613e01dc2c8ac8cd94787ac0b91dbced35a0bcd3786c5d15e

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.121391Z digest=sha256:116df8fadd4cf12e49b7859c28b542980f86756f118352ac863580ef15031300

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.125509Z digest=sha256:7fabcc176d5d99fb87dd7deb9e33b346da8afd80f18b021f9bc614e3f896966b

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

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unresolved
no resolver link, observed 2026-08-09T17:47:17.129462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:47:17.129462Z digest=sha256:3ce75940c3bba9dcc968820b2acd1eb5359b9ff6cf8021667f3e3e0a97cf87ae

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

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no resolver link, observed 2026-08-09T17:47:17.133001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:47:17.133001Z digest=sha256:7b34803e12671b8f246b2f7a6079da7085d76140615227c2dd453156ad0952b6

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.136081Z digest=sha256:fa9e3f065e1528692087e897e00987d0b680dc1bf6af5233d89f7aa9db50f58c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.139359Z digest=sha256:a48c7d97d93a4eb9b5f19e4d8c79eea756af6db0576c091c55bd237fdba4e795

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

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unresolved
no resolver link, observed 2026-08-09T17:47:17.142539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:47:17.142539Z digest=sha256:6734501640decfb66f738b75c77129fd119bba7f168fc3ca49a6c4b34b4e8ee8

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.145742Z digest=sha256:3c762177d7b3dda4d491084d69429f323d488615219ff41809a640af3cabe931

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.149457Z digest=sha256:bfbce8bfc91952b7670530c21898e99300220f4a7f9bcc3d38eb4ffc4793280d

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.152726Z digest=sha256:77648da14cdf3ff1da97aab893d9d796461f08a21fd5393c3ab03c4b074ae0ad

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.155944Z digest=sha256:396137f39c74a1a7ceb88c9c7b14abb75d07ca9bc85dc0d42492f074a3361e71

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.159434Z digest=sha256:bb8a89935d539fa77644439b06b972ed0b459fc3964585563325d15bcbe5d9e6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.162726Z digest=sha256:80e289bcb53294e4507b1f063efaac6aebada3f9cb89583b9385ded9d9930a51

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.166167Z digest=sha256:dcd312d002905cdbed63645b1724961f9f07ca0d7060d7ceba320c8eeec58a85

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.169223Z digest=sha256:880de687b5474da2e3e539349a8921200a5a0e2270ad6c86b6d9bff55085340d

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.172643Z digest=sha256:32701c9b716321c88edda46dbd4ec61c0bbc60b54fea2f4a4c173bbba89e1d4c

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

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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-09T17:47:17.175841Z digest=sha256:a4ae0ebe30b011e0dc78d7e8b02b7e6c795f0fdf2c203adff5d34d4256a6fead

Pith citing papers

No inbound Pith citation observations are available.