Hi Huzaifa, Thanks for your response,
On Mon, Mar 3, 2025 at 10:31 AM Huzaifa Sidhpurwala via Fedora Summer Coding community <[email protected]> wrote: > > Question from Ayush Jayaswal: > Regarding the intelligence of the tool: The idea is to either use a > pre-trained small model from huggingface or use a machine learning > method to create a solution, where given enough logs, the system is > able to figure out 1. The general health of the system, for example if > it seems like frequent write errors it should be able to predict that > given the fact that the errors are increasing at a linear rate > everyday, the hard drive may fail in the next 6 months and therefore > you should back up as soon as possible. And similar other scenarios > for security issues also. For this project, we should plan to limit to > around 5 or maximum 10 such scenarios, but with training the system > can be extended. > Makes sense. Also, If you have any recommended articles or resources on possible scenarios, I’d love to check them out. I have got some ideas but I'll prefer having your suggestions too. Regarding performance issues: The idea is to run the tool once a day > or once in two days. The tool ingests logs from the point of last > ingestion and does not have to be always on. The user will have an > option to keep it on and just run them on security logs, but again its > configurable. > Ok, thanks for the clarification! > All communication needs to be done on this mailing list and on > https://chat.fedoraproject.org/#/room/#google-summer-coding:fedora.im Cool! I'll continue this conversation on the matrix server. Thanks, Ayush Jayaswal
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