Bibliographic record
Abstract
Future photonic LANs and MANs may be based upon single-hop architectures using wavelength division multiplexing and passive coupling. In such systems, stations access shared sets of channels using some combination of receiver or transmitter tunability. Due to the optical device limitations however, the number of available channels may not be as large as previously envisioned. As a result, spatial wavelength reuse may be required to achieve networks with an acceptable number of stations and performance. We present a single hop wavelength routed optical network architecture, referred to as the flat channel controller network (FCCN). The network is divided into a set of local optical clusters interconnected via a static wavelength router. Two architectural variations are examined. The first uses a distributed control scheme for signaling within each cluster and requires each station to have only a single fixed receiver and a single fast agile transmitter. The second uses a dedicated control channel within each cluster and requires each station to have an additional fixed receiver. Three packet switched media access protocols are examined, static TDMA, and two reservation protocols.
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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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".