Performance analysis of on-board switching in broadband satellite communication systems
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Bibliographic record
Abstract
We consider a method for studying the statistical multiplexing gain of an on-board switching broadband satellite communication system supporting multimedia services, which satisfies the QoS requirements at call level and burst level. The different types of calls such as voice, video, etc., originating from a particular uplink beam and destined to a particular downlink beam, arrive according to a Poisson process, and stay in the system for an exponentially distributed holding time. Each call admitted into the system, is assumed to require the uplink and downlink capacity units at the burst level, according to either single on-off source or composites of many mini-on-off sources. The burst blocking probabilities can be calculated, based on quasi-static approximation and recursion. Using this analysis, we examine the achievable statistical multiplexing gain of the on-board switch for given required QoS of the traffic types.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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