Voilaˋ: delivering messages across partitioned ad-hoc networks
Bibliographic record
Abstract
Many routing protocols have been developed to establish and maintain routes in mobile ad-hoc networks (MANETs). They try to address the unique challenges that MANETs present over traditional wired networks. Some of these challenges are: use of unreliable wireless medium for communication; frequent change in topology; lack of a central authority to arbitrate communication in the network. These protocols find a route to a destination, if such a route exists. However in the wireless medium, links are susceptible to frequent failures which can cause partitions in the network. Current routing protocols use a passive delivery approach for packets destined to a host in another partition. Packets destined to a disconnected host are dropped after some route repair attempts. The paper presents a novel protocol, Voila/spl grave/, that delivers messages across disconnected hosts. Voila/spl grave/ uses nodes moving between the source and destination partitions to act as carriers of messages. It uses a novel carrier select algorithm to select carrier nodes in the source partition.
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How this classification was reachedexpand
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 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".