BGP with an Adaptive Minimal Route Advertisement Interval
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The duration of the minimal route advertisement interval (MRAI) and the implementation of MRAI timers have a significant influence on the convergence time of the border gateway protocol (BGP). Previous studies have reported existence of optimal MRAI values that minimize the BGP convergence time for various network topologies and traffic loads. In this paper, we propose the adaptive MRAI algorithm for adaptive adjustment of MRAI values. We also introduce reusable MRAI timers that independently limit advertisements of individual destinations. The modified BGP is named BGP with adaptive MRAI (BGP-AM). BGP processing delay used in the evaluation of BGP-AM is based on reported measurements, ns-2 simulation results demonstrate that BGP-AM leads to a shorter convergence time while maintaining a number of update messages comparable to the current BGP implementation. BGP-AM convergence time depends linearly on the BGP processing delay.
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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 | 0.000 | 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