The wireless edge router: A network processor-based packet data serving node for a CDMA2000* network
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
A network processing unit (NPU) is increasingly becoming the processor of choice for building custom packet-processing gateways. In this paper, we present an NPU-based design and architecture for a packet data serving node (PDSN) in a CDMA2000 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∗</sup> network. A PDSN is a packet-processing gateway that interfaces between the Internet and the wireless radio access network to provide packet data services to mobile users. We map the different functions of the PDSN onto the packet-processing engines and the core processor of an NPU. This involves a complete separation of the control plane, which is implemented in the core processor, and the data plane, which is implemented using a multistage packet pipeline mapped onto the packet-processing engines. We describe resource allocation schemes for packet buffering and processing and also a flexible communication method with the core processor. The mechanisms described in the paper are general enough to be used to implement other NPU-based packet-processing gateways. We also present a prototype implementation of the PDSN on an NPU and show its superiority to commercial products by means of measurement experiments.
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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 | 0.008 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.014 | 0.004 |
| Research integrity | 0.000 | 0.002 |
| 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