Bibliographic record
Abstract
Asynchronous Transfer Mode (ATM) is the recommended transport technique for the Broadband ISDN by CCITT (I.121). Many switches have been proposed to accommodate the ATM that requires fast packet switching capability [1-8]. The proposed switches for the Broadband ISDN can be cLassified as input queueing or output queueing type. The input queueing type have a throughput performance which is approximately 58 percent that of the output queueing type [1]. However, output queueing networks require larger amounts of hardware than input queueing networks [2]. In this paper, we propose a new multistage switch with internal buffering that approaches a maximum throughput of 100% as the buffering is increased. The switch is capable of broadcasting and self-routing. It consists of two switching planes which consist of packet processors, 2x2 switching elements, distributors and buffers located between stages and in the output ports. The internal data rate of the proposed switch is the same as that of the arriving information stream. In this sense, the switch does not require speedup. The switch has Iog2 N stages that forward packets in store-and-forward fashion, thus incurring a latency of log2 N time periods. Performance analysis shows additional delay is small.
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 | 0.001 | 0.001 |
| Open science | 0.001 | 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".