An Internet-based distributed system by using real-time CORBA
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
As real-time systems are moving form centralized architectures to distributed and Internet-based ones, global task scheduling and resource management have been the central issues. However, the current resource management techniques are based on fixed methods and hard to be extended. This paper develops a resource management framework with flexible, reusable and extensible resource management infrastructure by extending the methods provided in the real-time CORBA (RT-CORBA). The application of this framework is described in the design and implementation of an Internet-based distributed real-time system, in which a set of control nodes is distributively connected to the Internet. The system is designed for integrating multiple-platforms into the common protocol of the Internet, which extends the architecture and technology of conventional bus-based or dedicated communication-channel-based distributed systems. The client server of any node can monitor or control the status of other remote nodes in the system. Various optimizations are adopted in order to enhance the real-time performance of this system.
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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 | 0.000 | 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 | 0.001 | 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