Totally Disjoint Multipath Routing in Multihop Wireless Networks
Why this work is in the frame
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Bibliographic record
Abstract
Spreading traffic over multiple paths has been shown to enhance network performance compared to single path routing. However, the route coupling effect specific to wireless environments (consequent to the shared transmission medium) can significantly reduce the benefits of such an approach. In this paper, we focus on the 2-path routing problem in a non-mobile and non energy-constrained network. We evaluate the network performance and the effect of interference in a single source-destination pair scenario and for multiple source-destinations pairs. In the former case, we provide an analytical evaluation of the throughput and propose a position-based algorithm to iteratively find a path between a source and a destination. In the latter case, we demonstrate how interference can significantly degrade the nominal network capacity and void the benefits of multipath routing.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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