Also, I have one question, here, in this link, C is used in the kernel space while Python in the user space. Python program in the user space successfully catches the char[] data, although it has some weird characters which I try to remove using split() function. how it can it be possible to share any type of data structure (e.g., structure, array, etc.) between kernel space C program and user space Python program in two way communication.

Thanks.

Furthermore, @ Valdis Klētnieks,Thank you very much for your useful comments about the performance. And I know that Python is slow but it is machine learning rich library, therefore, after finalizing the method and machine learning model either we will 1) transfer our ready-made model to the kernel space from user space, or 2) we will develop our own library to utilize machine learning in the kernel space in some way.

@All, There is one thing I want to share, although it is not too relevant but worth to share, that very limited number of easy-to-use-&-understand tools and libraries available to welcome and facilitate the newbies/freshmen in the kernel development as compare to other development environments.

On Thu, Oct 10, 2019 at 11:10 AM Irfan Ullah (울라 이르판) <irfan@dke.khu.ac.kr> wrote:

Thank you for the responses.
It is not my assignment. Actually, we have initiated a project based on the idea "incorporating artificial intelligence in the linux kernel to increase its performance". The basic aim of the project to increase the operating system's performance utilizing software based artificial intelligence techniques without using any type of hardware, and then we will test our technique on various hardwares, i.e., classic HDD,SSD, NUMA etc. to observe/compare their performances. We took a start from prefetching using machine learning.....:)

On Thu, Oct 10, 2019 at 9:26 AM Ruben Safir <ruben@mrbrklyn.com> wrote:
On 10/9/19 3:08 PM, Valdis Klētnieks wrote:
> Ah, academia - where novelty of an idea is sufficient to get published, and considerations
> of whether it's a *useful* idea are totally disregarded.

or better, it will be built into systemd!

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