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\chapter{Evaluation}\label{s:evaluation}
+\section{Experimental Setup}
-\todo{
- Discuss the design of your experiments, the results you obtained, and how they
- help in evaluating the claims you made in the introduction. You may also use the
- evaluation results in this section to justify your design choices or assess the
- contributions of different aspects of your design towards the overall goals.
-}
+\begin{figure}[t]
+ \centering
+ \includegraphics[width=0.8\linewidth]{images/novel_eval_method.png}
+ \caption{A novel evaluation method proposed by us.}
+ \label{fig:novel_eval_method}
+\end{figure}
+\section{Experiment 1: Failure Detection}
-\lipsum[1-16]
+\begin{figure}[t]
+ \centering
+ \includegraphics[width=0.8\linewidth]{images/red_yellow_alarms.pdf}
+ \caption{The results of Experiment 1.}
+ \label{fig:red_yellow_alarms}
+\end{figure}
+\begin{figure}[t]
+ \centering
+ \includegraphics[width=0.8\linewidth]{images/alarms_vs_failures.pdf}
+ \caption{Comparison between the total number of raised alarms and the ground truth failure distribution.}
+ \label{fig:alarms_vs_failures}
+\end{figure}
+
+\begin{figure}[t]
+ \centering
+ \includegraphics[width=0.8\linewidth]{images/failure_detecton_rate.pdf}
+ \caption{In this figure we show the total failure detection rate over the number of failures that actually occurred.}
+ \label{fig:failure_detecton_rate}
+\end{figure}
+
+
+
+\section{Experiment 2: Failure Prediction}
+
+\begin{figure}[t]
+ \centering
+ \includegraphics[width=\linewidth]{images/failure_models_table.png}
+ \caption{The failure models table, by Javadi \etal~\cite{DBLP:journals/jpdc/JavadiKIE13}.}
+ \label{tab:failure_models_table}
+\end{figure}
+
+\begin{figure}[t]
+ \centering
+ \includegraphics[width=0.8\linewidth]{images/failure_likelihood.pdf}
+ \caption{This figure shows the potential failure distribution likelihood to approximate the true failure distribution.}
+ \label{fig:failure_likelihood}
+\end{figure}
+
+\begin{figure}[t]
+ \centering
+ \includegraphics[width=0.8\linewidth]{images/conceptual_experiment.pdf}
+ \caption{A conceptual experiment to show the \emph{potential} gains of employing a good predictive analytics engine with \mysystem.}
+ \label{fig:conceptual_experiment}
+\end{figure}