Improving TCP Performance for EAST Experimental Data in the Wireless LANs
Why this work is in the frame
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Bibliographic record
Abstract
TCP is the most commonly used transport control protocol. However, its throughput and fairness performance degrades in WLANs due to the unfairness in 802.11 MAC protocol. Since more and more scientists at the EAST facility in China are relying on such set up to download and analyze their experimental data, their research productivity is severely hampered. In this paper, we propose to use a dynamical mechanism, called the AP-DDA, at the Access Point to tackle these problems. Our mechanism can decrease the number of ACKs, which in turn reduce the interference between the TCP data packets and the ACK packets, and therefore improve the channel utilization. Furthermore, fairness is enhanced by a buffer management method in addition to our delayed ACKs mechanism. Both simulation and experimental results under various scenarios show that our mechanism can have better performance than conventional methods in wireless local area networks.
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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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.004 | 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