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| Sl. No. | Activity by Intern/Researcher(s) | Week | Comment / Support from Advisor (s) | Updates by Rohit Singh Rathaur |
|---|---|---|---|---|
| 1 | Understand the state of art - Publications and OS projects Analyze the Gaps. Create a 1-Page report based on the analysis. Identify the problems in NFV for which the techniques are still not good enough. | 1.5 | Share the State of the art survey. Provide initial gap analysis. | Understand the art of publications and OS projects. Decided to go with LFN Acumos. Chose a problem domain: Failure Prediction to start working with. Completed the reading papers related to Failure Prediction and updated the implementation details till now whatever I have got. Status: Ongoing preparing a 1-page report where mentioned failures and what type of failures. |
| 2 | Deploy the ML Framework (Tentative: LFN Acumos).
| 1.5 | Provide access to the server(s). Intel Pod? | |
| 3 | Collect, analyze and document the implementation of 3 existing models for NFV. Collect the data. | 1 | Provide the 3 models to use. | |
| 4 | Deploy the models on the framework (2) Collect the data (contd). | 1 | None. | |
| 5 | Test and optimize the models - If possible. | 2 | Suggestions for optimization approaches. | |
| 6 | Study ML technique for Synthetic time-series data generation (STSDG) | 1 | Suggest the right technique | |
| 7 | Implement the technique for STSDG | 2 | ||
| 8 | Test and optimize STSDG | 1 | ||
| 9 | Knowledge Transfer, Handoff (Buffer) | 1 |
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