Hi Huzaifa,
Thanks for your response,
On Mon, Mar 3, 2025 at 10:31 AM Huzaifa Sidhpurwala via Fedora Summer Coding community <summer-coding@xxxxxxxxxxxxxxxxxxxxxxx> 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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