first draft presentation

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DSD/auto_training/presentation.tex

@@ -39,5 +39,50 @@
         \only<6>{\includegraphics[height=\textheight]{images/overview-6.pdf}}
 \end{frame}
 
+\begin{frame}{Raw Trace}
+    \begin{figure}
+        \centering
+        \includegraphics[width=\textwidth]{images/powertrace.pdf}
+    \end{figure}
+\end{frame}
+
+\begin{frame}{Detect States List and Compute Protos}
+    \begin{itemize}
+        \item Extracts subsequences from trace (sliding windows).
+        \item Apply density-based clustering (DBSCAN) with optimal threshold search (silhouette score).
+        \item Get clusters and outliers.
+        \item For every cluster, compute the centroid as proto for DSD.
+    \end{itemize}
+\end{frame}
+
+\begin{frame}
+    \begin{figure}
+        \centering
+        \includegraphics[width=\textwidth]{images/clustering.pdf}
+    \end{figure}
+\end{frame}
+
+\begin{frame}{State Detection}
+    \begin{figure}
+        \centering
+        \includegraphics[width=\textwidth]{images/dsd.pdf}
+    \end{figure}
+\end{frame}
+
+\begin{frame}{Extract Rules Occurences}
+    DIY-PoC-QaD solution: Occurences $\longrightarrow$ (Interval,Duration)
+    \begin{figure}
+        \centering
+        \includegraphics[height=0.8\textheight]{images/projection.pdf}
+    \end{figure}
+\end{frame}
+
+\begin{frame}{Hyper-Parameters}
+    \begin{itemize}
+    \item Windows size and stride: $w,s$.
+    \item DSD coefficient $\alpha$.
+    \item Rules Detection Parameters.
+    \end{itemize}
+\end{frame}
 
 \end{document}