A broadband integrated services network architecture based on DWDM
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The broadband integrated service network (B-ISDN) had been considered as one of the leading network architectures of fiber to the home for delivering integrated services for a quite long period of time. However, with the development of the dense wavelength division multiplexing (DWDM) technology, large number of channels of lights with different wavelengths are used to transmit data within one single fiber. This increases the bandwidth capacity of a single fiber by tens or even hundreds of times. DWDM has been deployed for long-haul transmissions and will surely change the landscape of fiber-to-the-home network architecture and protocols. Utilizing the bandwidth capability of DWDM to deliver broadband integrated services to homes is an important area of research. This paper presents a virtual star network architecture based on the very high channel count DWDM (VHCC-DWDM) framework, which uses the wavelength channels within one fiber to link the users with the service providers or the edge routers of the Internet. The paper discusses the network architectural issues, which include the network topology, the very high channel count DWDM, the wideband-low-loss fiber for access networks, and the user premises. The paper starts with an overview of the DWDM based residential access networks which have been developed in the literature.
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.
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 it