Using a Cloud-Hosted Proxy to support Mobile Consumers of RESTful Services
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
While mobile handsets have always been heavily used for data communication most notably SMS and basic internet services like email and browsing, they are now beginning to be used increasingly often as platforms for accessing IT resources exposed as web services. However due to the resource constrains of smartphones and the often unreliable wireless connections it remains challenging to link them directly to web services. To overcome this challenge Mark Baccue proposed the idea of Mobile Cloud Computing, which is based on the concept of using cloud-hosted software components to aid advanced mobile handsets like smartphones in accessing web services. This paper focuses on use of a cloud-hosted proxy as an effective way to support mobile consumers of RESTful web services. By linking the caching components of mobile devices with a cloud-hosted proxy it becomes possible to share caches and achieve significant performance boost for mobile consumers of RESTful web services.
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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 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.003 | 0.001 |
| 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