Bibliographic record
Abstract
The latest proposed Ethernet standard is 10GBASE-T or 10 Gigabit Ethernet, which achieves a data rate of 10 Gigabits per second (Gbps). This is intended to meet the ever-increasing demand for data rate and bandwidth. The high frequencies involved in the 10GBASE-T standard give rise to a new type of crosstalk in data cables, which was not an issue in earlier lower data rate Ethernet standards. This has been named alien near-end crosstalk (ANEXT). ANEXT has been predicted to be one of the major impairments for 10GBASE-T systems. An innovative technique to measure ANEXT in 10 Gigabit Ethernet systems is proposed in this paper. A novel model for ANEXT is developed on the basis of measurement data obtained from experiments performed in a laboratory environment. Experiments were also performed to measure ANEXT at the connectors for which a separate set up using patch panels was employed. The measurement results of the different experiments were used to design the proposed model for ANEXT. Several characteristics of ANEXT are also proposed.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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 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".