Message-Streams Oriented Hybrid Slot Allocation Protocol for Tactical Data Link System
Why this work is in the frame
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Bibliographic record
Abstract
This paper presents a message-streams oriented hybrid slot allocation protocol (MOHSAP) for tactical data link system that combines a collision-free static slot allocation algorithm and a contention based dynamic slot allocation algorithm while retaining the advantages of each. For fixed message streams (FMS), this contains the key information generally in tactical data link system, MOHSAP assigns permanent slots by static slot allocation algorithm off-line to guarantee quality of service (QoS). For random message streams (RMS), MOHSAP uses its dynamic allocation mechanism to reuse bandwidth that would otherwise be wasted by a static slot allocation mechanism. Simulation results demonstrate that our proposed protocol can combine the advantages of two fundamentally different design philosophies without suffering from their drawbacks and meet the requirements of the QoS in tactical data link system.
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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 | 0.001 | 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 | 0.001 |
| Open science | 0.002 | 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