Experiments / E5

Fallback policies

Does loop avoidance improve fallback completion, and does a Grid detour justify its cost?

Label: DERIVED statistics and accounting Label: MODELLED network outcomes

Pre-registered hypothesis

Greedy-with-visited reduces stuck/loop losses relative to pure greedy; Grid detour reduces those losses further or improves stretch, but may add hops. Continue/drop can win on cost or delivered-packet latency and must remain visible.

Frozen preregistration, identified and verified against this result’s manifest.

Verdict

Mixed: greedy-with-visited reduces the stuck/loop loss rate against pure greedy in 2 of 2 shells; the Grid detour shows no extra benefit, and continue wins triggered completion in C5.

  • Stuck/loop loss rate, greedy_visited minus greedy_pure (paired Student-t 95%): C5 -0.222 [-0.365, -0.0796], Holm-adjusted p 0.00323; C2 -0.306 [-0.464, -0.147], Holm-adjusted p 0.000777.
  • Grid detour minus greedy_visited: C5 0.0556 [-0.023, 0.134], Holm-adjusted p 0.32; C2 0 [0, 0], Holm-adjusted p 1 (identical in every run).
  • Continue completes more triggered packets than greedy_visited in C5: continue 1 vs greedy_visited 0.833.

Every number in this verdict is computed at build time from the verified summary.csv and the registered paired comparisons in paired_contrasts.csv (SHA-256 a221c1c49cefa741f6fa970fde7fa067f767f2de94bdd19c1c57c3638af03f3c, checked against the manifest).

C5 orbital inputs are REAL public data; C2 orbits and positions are MODELLED. Topology, probes, faults and network behaviour are MODELLED. Starlink’s operational routing is UNKNOWN; Starlink does not use T-CRH.

Charts and data

Download CSV · Download manifest · Download paired contrasts

Source: results/E05/20261011T185503Z-confirmatory/summary.csv. SHA-256: 4df763a2e9a0ea8ba5cfcc5a31826cca04a73c9f91e457d5239b0b0ee3976df3.

This first view shows the 5 rows of the initial selection, out of 12. With scripting, the page loads the same summary.csv offered for download and checks its SHA-256 against the manifest before other selections are enabled.

Triggered-packet delivery ratio (proportion). Shaded bands show recorded 95% confidence intervals over runs, not packets.
Values and confidence bounds from the verified summary CSV. Exact values are available in the data table. Infinite and undefined values are listed below.0.00001.0000continue / C2 / trigger: 1; 95% CI [1, 1]continuedrop / C2 / trigger: 0; 95% CI [0, 0]dropgreedy_pure / C2 / trigger: 0.6944444444444444; 95% CI [0.5363746271745987, 0.8525142617142901]greedy_puregreedy_visited / C2 / trigger: 1; 95% CI [1, 1]greedy_visitedgrid_detour / C2 / trigger: 1; 95% CI [1, 1]grid_detour

Data table

Showing 1–5 of 5 matching rows. The download contains every original row and column.

Values from summary.csv. Empty fields are shown as undefined; infinite effective latency remains infinite; a p-value stored as 0 is shown as below numerical resolution.
constconditionschemencompletetriggeredtriggered_pdr_meantriggered_pdr_lotriggered_pdr_histuck_rate_meanstuck_rate_lostuck_rate_hitriggered_stretch_mean_meantriggered_extra_hops_mean_meaninfinite_tail_runsstretch_violationsstretch_min_exactstretch_min_adjustedstretch_min_raw
C2triggercontinue36True144001.01.01.00.00.00.01.00000322160429330.5001.01.00.9999608004211481
C2triggerdrop36True144000.00.00.00.00.00.0undefinedundefined3601.01.00.9999608004211481
C2triggergreedy_pure36True144000.69444444444444440.53637462717459870.85251426171429010.30555555555555560.147485738285709850.4636253728254013undefinedundefined1101.01.00.9999608004211481
C2triggergreedy_visited36True144001.01.01.00.00.00.01.19555430150793441.8055555555555556001.01.00.9999608004211481
C2triggergrid_detour36True144001.01.01.00.00.00.01.19555430150793441.8055555555555556001.01.00.9999608004211481

Where ChronoRoute loses

Every listed point disadvantage is retained, including privileged-oracle advantages. Where a registered paired comparison exists for the same cell, its paired Student-t 95% interval and Holm-adjusted p-value are quoted; otherwise marginal intervals alone do not establish a significant loss. Ties in the predicted stuck-loss reduction are listed as unsupported advantages.

Continue completing more triggered packets than a fallback policy is a real loss for the fallback, not an artefact.

A Grid detour that does not reduce stuck losses below greedy-with-visited is listed as an unsupported advantage.

Descriptive comparisons from the same summary; source row numbers count data rows, excluding the header.
CellMetricPolicyChronoRouteComparatorComparator valueInterpretationSource rows
C2 / triggertriggered_stretch_mean_meangreedy_visited1.1955543015079344continue1.0000032216042933Point disadvantage; adjusted paired significance unavailable5, 2
C2 / triggertriggered_extra_hops_mean_meangreedy_visited1.8055555555555556continue0.5Point disadvantage; adjusted paired significance unavailable5, 2
C2 / triggertriggered_stretch_mean_meangrid_detour1.1955543015079344continue1.0000032216042933Point disadvantage; adjusted paired significance unavailable6, 2
C2 / triggertriggered_extra_hops_mean_meangrid_detour1.8055555555555556continue0.5Point disadvantage; adjusted paired significance unavailable6, 2
C2 / triggerstuck_rate_meangrid_detour0.0greedy_visited0.0Predicted reduction unsupported (tie) Not significant after adjustment; paired difference 0 [0, 0] (Student-t 95%), Holm-adjusted p 16, 5
C5 / triggertriggered_pdr_meangreedy_visited0.8333333333333334continue1.0Point disadvantage; adjusted paired significance unavailable11, 8
C5 / triggerstuck_rate_meangreedy_visited0.16666666666666666continue0.0Point disadvantage; adjusted paired significance unavailable11, 8
C5 / triggerstuck_rate_meangreedy_visited0.16666666666666666drop0.0Point disadvantage; adjusted paired significance unavailable11, 9
C5 / triggertriggered_pdr_meangrid_detour0.7777777777777778continue1.0Point disadvantage; adjusted paired significance unavailable12, 8
C5 / triggerstuck_rate_meangrid_detour0.2222222222222222continue0.0Point disadvantage; adjusted paired significance unavailable12, 8
C5 / triggerstuck_rate_meangrid_detour0.2222222222222222drop0.0Point disadvantage; adjusted paired significance unavailable12, 9
C5 / triggertriggered_pdr_meangrid_detour0.7777777777777778greedy_visited0.8333333333333334Not significant after adjustment; paired difference -0.0556 [-0.134, 0.023] (Student-t 95%), Holm-adjusted p 0.3212, 11
C5 / triggerstuck_rate_meangrid_detour0.2222222222222222greedy_visited0.16666666666666666Not significant after adjustment; paired difference 0.0556 [-0.023, 0.134] (Student-t 95%), Holm-adjusted p 0.3212, 11

Limitations

  • The intervention forces the checker decision at an on-path node without adding service delay; these are policy outcomes, not false-positive data.
  • Triggered-only completion and cost prevent untriggered traffic from hiding policy effects.
  • Losses have infinite effective latency. Undefined trigger denominators are not zero.
  • Chart intervals are marginal per-cell intervals. The verdict quotes the registered paired comparisons from paired_contrasts.csv: paired Student-t 95% intervals (primary) with Holm-adjusted p-values.
  • Continue never reroutes, so it can complete more triggered packets than a fallback when the planned path still works; it remains a visible competitor.
  • Raw stretch below unity can result from step crossing; use the recorded exact-domain and tolerance-adjusted checks.

These pages use only summary.csv and manifest.json, plus paired_contrasts.csv for the verdict and the paired comparisons quoted above; each file is checked against the manifest SHA-256. They do not infer missing comparisons from figures, reports, raw traces or other result files.

How this was made

Recorded producer
E05 confirmatory campaign (1.0.0.dev0)
Manifest commit
a18cffb6da450ea4449acf46f455b474fee2dcbf; dirty: false
Run
9610fa72ee94fe54
Time
2026-10-11T18:56:03.141804Z to 2026-10-11T19:01:20.883292Z; 317.741477 seconds of recorded host wall time (REAL)
Snapshot
20261010T1358Z-celestrak; SHA-256: c37e70812155c2d1d9eeb3e96681303c00c9fca91287939b21bf5313ce83aecd
Seeds
1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024, 1025, 1026, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035
Command
venv/bin/python -B experiments/policy_campaign.py --out results/E05/20261011T185503Z-confirmatory --workers 8 --prior results/E04/20261011T185503Z-collected --experiment E05
Config SHA-256
6cdfbf1c65becdefa1499f461e68ccf145296cd2082f768a94c1de85e093d95b
Labels
  • isl_topology_grid4: MODELLED
  • link_rate_and_queues: MODELLED
  • orbital_elements: REAL
  • routes_and_budgets: DERIVED
  • traffic_probes: MODELLED

C2 override: C2 elements and positions MODELLED

Manifest

chronoroute.manifest/1; 450 recorded output files (5088698 bytes); 8 recorded input hashes. Download the full manifest (84875 bytes, SHA-256 c93abef7351d9ff2db99c9b66fc8d047c58b693cea7c989acc1596876826f3a7) for the configuration, versions, host and every input and output hash.

  • summary.csv: 17090 bytes, SHA-256 4df763a2e9a0ea8ba5cfcc5a31826cca04a73c9f91e457d5239b0b0ee3976df3
  • paired_contrasts.csv: 4356 bytes, SHA-256 a221c1c49cefa741f6fa970fde7fa067f767f2de94bdd19c1c57c3638af03f3c
  • Versions: chronoroute 1.0.0.dev0; matplotlib 3.11.1; networkx 3.6.1; numpy 2.5.3; python 3.14.4; sgp4 2.27
  • Host (REAL): cpu_model: 13th Gen Intel(R) Core(TM) i9-13900H; logical_cores: 20; machine: x86_64; platform: Linux-6.18.33.2-microsoft-standard-WSL2-x86_64-with-glibc2.43; ram_bytes: 8131358720

For collected results, the manifest commit identifies the collector. Input hashes preserve the producer chain in the downloaded manifest; this page does not load those additional files.