Software-Defined Networking: Experimenting with the Control to Forwarding Plane Interface
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
Software-Defined Networking (SDN) is an emerging network architecture where the network control plane is decoupled from the forwarding plane and is programmable via an open protocol. Forwarding and Control Element Separation (Forces) first and OpenFlow later are the prevailing protocols that enable this separation. The differences between the two stem from the underlying models they are defined upon. While OpenFlow is widely used, its capability for adding new functionality of the Forwarding plane is questionable, a fact that is attributed to a restricted model. In contrast, Forces has a very dynamic model that makes its protocol quite powerful but has known little spread due to lack of industry adoption and in the academic world due to lack of open source availability for experimentation. In this paper we first investigate ways of possible confluence or convergence of Forces and OpenFlow and later we explore a real-life service use case for applying a Enabled-enabled OpenFlow switch.
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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 | 0.001 | 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 | 0.001 | 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 it