Resource and connection admission control in real-time transport protocols with deterministic QoS guarantees
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Bibliographic record
Abstract
Real-time multimedia applications will require guaranteed quality of service (QoS) such as a bound on the maximum message delay and/or on the maximum message loss rate. This poses an exciting challenge to the highspeed transport protocol design and implementations. In this paper, we study the resource and connection admission control algorithms, and give the necessary and sufficient conditions for the schedulability, of n real-time transport connections at a destination host under preemptive and non-preemptive deadline scheduling policy for deterministic QoS guarantees. These necessary and sufficient conditions form the mathematical basis for the deterministic QoS guarantees in real-time transport communication services. On the basis of these necessary and sufficient conditions, we give the connection admission control algorithms for deterministic QoS guarantees. We also calculate the buffer space needed for each real-time transport connection. The results show that real-time transport connections with deterministic QoS guarantees can reserve the buffer space at the establishment phase, and no flow control mechanism is required during the data transport phase. Our results could be applied to other fields as well, such as real-time operating systems.
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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