Optimal scheduling policy for AFDX End-Systems with virtual links of identical bandwidth allocation gap size
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Bibliographic record
Abstract
The Avionics Full Duplex Switched Ethernet is a data-link layer protocol meant to guarantee deterministic properties, such as bounded end-to-end delay, to ensure required quality of service for avionics applications. The present work focuses on the latency analysis in transmission at the End-System level of such networks. A scheduling policy for handling a set of virtual links of identical bandwidth allocation gap size is proposed. Network Calculus is applied to the delay upper bound computation from the service curve and the arrival curve of End-System. The tightest output arrival curve corresponding to the optimal policy in terms of aggregate output delays is then obtained. Mathematical analysis shows that prioritizing the virtual links with the slowest request rates results in the tightest delay bound. An illustrative numerical example confirming the validity of the proposed algorithm is provided.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it