chore: written more of the report
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Andre Henriques 2024-02-28 15:23:47 +00:00
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\item{Model Management}
\end{itemize}
\subsection{Resourses}
\subsection{Web platform}
The web app is where users manage models, and data. The user will access the web app and configure the model, and manage that data set.
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The system has to be able to choose the servers to run the models in an optimized way.
For example, when training, send training jobs to the same server to prevent the server from having to reload the data again.
\subsection{Dataset Management}
Without data the system can not train models. And management of data is important as this data might contain some data that is private.
Such as biometrics the system will need to be able to safely handle this data.
The system will also have to decide when to clear data, since storage space is also a resource that the system needs to manage.
\subsction{Model Management}
Once the model has been created the system needs to keep track of the model, as well as the actual acuracy of the model.
It needs to keep track of the how much it the model used so it can distribute the load from in different gpu servers.
\pagebreak
\section{Design Choices}
\subsection{Structure of the Service}