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authormjkwiatkowski <mati.rewa@gmail.com>2026-06-05 13:35:11 +0200
committermjkwiatkowski <mati.rewa@gmail.com>2026-06-05 13:35:11 +0200
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\section{Thesis Contributions}\label{s:thesis-contributions}
+\subsection{Conceptual Contributions}\label{ss:conceptual_contributions}
+
+
+\begin{enumerate}[label=\emph{C\textsubscript{\arabic*}}, align=left, labelsep=0pt]
+ \item We conduct a systematic literature review and detailed analysis of existing \gls{dcdt}'s in the scientific community.
+ We collect and organize the \gls{dcdt}'s characteristics and based on our findings we propose a unified system model of the design space.
+ \item We propose the design of a discrete-event \gls{dcdt} for reliable and timely failure prediction in datacenters.
+ The conceptual design of the predictive \gls{dcdt} proposes a set of system components which leverage operational data analysis and discrete-event simulation.
+\end{enumerate}
+
+\subsection{Technical Contributions}\label{ss:technical_contributions}
\begin{enumerate}[label=\emph{C\textsubscript{\arabic*}}, align=left, labelsep=0pt]
- \item An open-source \gls{dcdt} prototype for predictive facility maintenance, with data analysis supported by in-band and out-of-band telemetry and discrete-event simulation.
- \item Extensive evaluation and validation experiments of the system.
- \item Demonstration of the \gls{dcdt} in pair with a simulated datacenter.
+ \item We prototype \gls{my_system} following the established \gls{dt} design principles using discrete-event simulation and \gls{oda}.
+ \item We evaluate the predictive \gls{dcdt} prototype using a novel experimentation technique and datacenter workload traces from the industry.
+ We design a method to evaluate \gls{dcdt}'s without the overhead of real-world computation, conduct a set of experiments and analyse the results.
\end{enumerate}
\section{Plagiarism Declaration}\label{s:plagiarism-declaraion}