Paper Citation Record · LEDGER

Risk-Aware Safe Throughput Forecasting for Starlink Networks

As of 4 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 4 inbound Pith citation observations for arXiv:2605.09508.

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

pith.paper-citation-record.v1
2605.09508 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:12:34.625356Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:04:46.275715Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T15:24:50.085115Z

Reference resolution

31 of 31 outbound references displayed

verified exact5
verified fuzzy26
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fddabfad-4bfc-4832-85d4-0f975c71ec6a · outbound

This paper cites Sdn in space: A virtual data-plane addressing scheme for supporting leo satellite and terrestrial networks integration.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Sdn in space: A virtual data-plane addressing scheme for supporting leo satellite and terrestrial networks integration

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.427761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 52443909-1b2c-4c7d-ab86-74b2259eeb33 · outbound

This paper cites Dynamic discrete topology design and routing for satellite-terrestrial integrated networks.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Dynamic discrete topology design and routing for satellite-terrestrial integrated networks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.424159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b952ec35-7704-422f-9755-6ffaea3b1a12 · outbound

This paper cites Semantic-aware jointed coding and routing design in large-scale satellite networks: A deep learning approach.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Semantic-aware jointed coding and routing design in large-scale satellite networks: A deep learning approach

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.409280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c82d84c9-444c-4698-a914-77a3e2d6cd76 · outbound

This paper cites Starfront: Cooperatively constructing pervasive and low-latency cdns upon emerging leo satellites and clouds.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Starfront: Cooperatively constructing pervasive and low-latency cdns upon emerging leo satellites and clouds

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.413009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 931aeaaf-f1f0-4877-b838-ee1bc33b8dc9 · outbound

This paper cites A survey on client throughput prediction algorithms in wired and wireless networks.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A survey on client throughput prediction algorithms in wired and wireless networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.417063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c0896994-0218-4bbc-9c11-8d802c877439 · outbound

This paper cites A machine learning approach to tcp throughput prediction.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A machine learning approach to tcp throughput prediction

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.397913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 08f12320-e144-4a26-9595-61907881ffff · outbound

This paper cites Lumos5g: Mapping and predicting commercial mmwave 5g throughput.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Lumos5g: Mapping and predicting commercial mmwave 5g throughput

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.394555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4446a072-050e-4b49-ac09-bab2417d96fe · outbound

This paper cites Realtime mobile bandwidth and handoff predictions in 4g/5g networks.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Realtime mobile bandwidth and handoff predictions in 4g/5g networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.401793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6d779a29-c8bd-4503-8eab-e2f73d6fcbd7 · outbound

This paper cites Throughput predic- tion using machine learning in lte and 5g networks.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Throughput predic- tion using machine learning in lte and 5g networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.391213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation eb7fd406-2486-4443-919f-eea76e08e7fd · outbound

This paper cites T3P: Demystifying Low-Earth Orbit Satellite Broadband.

Risk-Aware Safe Throughput Forecasting for Starlink Networks T3P: Demystifying Low-Earth Orbit Satellite Broadband

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:31:27.528204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation aaa642fb-f265-4cb6-b7ac-cb38d8eac8a4 · outbound

This paper cites Vivisecting starlink throughput: Measurement and prediction.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Vivisecting starlink throughput: Measurement and prediction

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.405365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0b4cf202-012f-4336-99f0-fbd4cbd1bc00 · outbound

This paper cites A first look at starlink performance.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A first look at starlink performance

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.420686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 11536491-aca5-4ef7-8216-2d3df5f5fb3c · outbound

This paper cites A browser-side view of starlink connectivity.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A browser-side view of starlink connectivity

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.431417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 75bea27c-d035-4d65-921a-cf7e629b0336 · outbound

This paper cites Network characteristics of leo satellite constellations: A starlink-based measure- ment from end users.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Network characteristics of leo satellite constellations: A starlink-based measure- ment from end users

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.388154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f7b56079-2ba7-420c-b5dd-17b48140617e · outbound

This paper cites A multifaceted look at starlink performance.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A multifaceted look at starlink performance

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.383755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 14c26c5e-8c9b-4e23-9095-a3cf574dd9bc · outbound

This paper cites Multi-timescale evaluation of starlink throughput.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Multi-timescale evaluation of starlink throughput

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.369211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e5a33dfe-de6e-493b-9f7d-23b2c1af9369 · outbound

This paper cites Making sense of constellations: Methodologies for understanding star- link’s scheduling algorithms.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Making sense of constellations: Methodologies for understanding star- link’s scheduling algorithms

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.372556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5175dfa7-24ed-4f7b-8a16-a1168df32bb1 · outbound

This paper cites WetLinks: a Large-Scale Longitudinal Starlink Dataset with Contiguous Weather Data.

Risk-Aware Safe Throughput Forecasting for Starlink Networks WetLinks: a Large-Scale Longitudinal Starlink Dataset with Contiguous Weather Data

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:31:27.551499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 567368bd-278f-4e38-a049-69e96b953a9f · outbound

This paper cites {StarryNet}: Empowering researchers to evaluate futuristic integrated space and terrestrial networks.

Risk-Aware Safe Throughput Forecasting for Starlink Networks {StarryNet}: Empowering researchers to evaluate futuristic integrated space and terrestrial networks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.379556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 31d3acea-488b-47ca-8518-e555b46d540a · outbound

This paper cites Exploring the.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Exploring the

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.353751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4801a0a5-d4c1-43b8-8e9f-29d759dd0656 · outbound

This paper cites L2d2: Low latency distributed downlink for leo satellites.

Risk-Aware Safe Throughput Forecasting for Starlink Networks L2d2: Low latency distributed downlink for leo satellites

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.357783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 944494a8-09b3-49e5-b925-77c99141495a · outbound

This paper cites Democratizing leo satellite network measurement.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Democratizing leo satellite network measurement

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.343556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 084526de-618c-4af8-a69c-4f526a0389f5 · outbound

This paper cites A machine learning framework for predict- ing downlink throughput in 4g-lte/5g cellular networks.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A machine learning framework for predict- ing downlink throughput in 4g-lte/5g cellular networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.350162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ba9bb41b-27d2-4faf-82ce-81b5a0280803 · outbound

This paper cites Are transformers effective for time series forecasting?.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Are transformers effective for time series forecasting?

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.346801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d9876383-6077-45cb-b875-642c0d9af7f3 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:17:50.778615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1422d31d-9c17-4019-a4ce-221b2be8abdd · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

Risk-Aware Safe Throughput Forecasting for Starlink Networks TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:09:17.286568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation fbfe947a-ce53-4362-a2a4-409ecfe0f1b5 · outbound

This paper cites iTransformer: Inverted Transformers Are Effective for Time Series Forecasting.

Risk-Aware Safe Throughput Forecasting for Starlink Networks iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:54:58.848733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ef2fd502-a764-49f6-94af-614704a9f64d · outbound

This paper cites A control-theoretic approach for dynamic adaptive video streaming over http.

Risk-Aware Safe Throughput Forecasting for Starlink Networks A control-theoretic approach for dynamic adaptive video streaming over http

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.361441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e623249b-68a6-427e-acc2-bf117f9ed168 · outbound

This paper cites Neural adaptive video stream- ing with pensieve.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Neural adaptive video stream- ing with pensieve

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.364963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation bccbd727-2e22-4d9a-b755-59bbf738ed6c · outbound

This paper cites Koenker and K.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Koenker and K

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.376091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation cb1050c9-3460-44c7-855f-20328d72111c · outbound

This paper cites Xgboost: A scalable tree boosting system.

Risk-Aware Safe Throughput Forecasting for Starlink Networks Xgboost: A scalable tree boosting system

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:42.340027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

Observation 344994d3-dfa0-446b-adbc-be37dad2bebf · inbound

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks cites this paper.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Risk-Aware Safe Throughput Forecasting for Starlink Networks

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T03:50:19.762896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a4db9d75-b28e-493c-b224-1eb1c956af62 · inbound

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks cites this paper.

SafeSABR: Risk-Calibrated Adaptive Bitrate Streaming over Starlink Networks Risk-Aware Safe Throughput Forecasting for Starlink Networks

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T15:24:50.086327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b3a6a672-627d-43fa-94c6-0b6b27a52e06 · inbound

StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation cites this paper.

StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation Risk-Aware Safe Throughput Forecasting for Starlink Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T23:04:46.275715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6f0559a-5797-437c-81b4-3e4b4007fdde · inbound

A Taxonomy of Performance Metrics for the Distributed Computing Continuum cites this paper.

A Taxonomy of Performance Metrics for the Distributed Computing Continuum Risk-Aware Safe Throughput Forecasting for Starlink Networks

Reference 80

Resolution: unresolved; no resolver link, observed 2026-07-31T08:21:13.836827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.