From caf75aad39580fd3c8536fb0d21ea94368c6c130 Mon Sep 17 00:00:00 2001 From: mjkwiatkowski Date: Sat, 27 Jun 2026 17:18:48 +0200 Subject: feat: removed the PhD template class in favour of a much simpler setup --- content/intro.tex | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) (limited to 'content/intro.tex') diff --git a/content/intro.tex b/content/intro.tex index 093a863..c0fd08c 100644 --- a/content/intro.tex +++ b/content/intro.tex @@ -72,11 +72,8 @@ Downtime, which is the result of failures, disturbs the users and produces unful % DT's merge both simulation and telemetry to develop a holistic virtual representation of the system, bridging both the physical and virtual worlds. However, predicting datacenter behaviour quickly and reliably is a non-trivial problem that remains insufficiently unaddressed in the existing \gls{dcdt} architectures ~\cite{DBLP:conf/wosp/SumanCNTMI24, DBLP:journals/computer/AthavaleBBMMPS24} and deployments~\cite{DBLP:conf/sc/BrewerMKWBHSGGW24}. - \section{Problem statement}\label{s:problem-statement} - - We envision \gls{dcdt}'s as systems indispensable in future datacenters, actively interacting with the real-world facility, lowering operational costs and predicting hardware failure and software faults. In this work, we address the lack of a unified \gls{dcdt} system model and the absence of predictive capabilities in existing \gls{dcdt} system designs. We argue that the current state-of-the-art \gls{dcdt}'s lack sufficient predictive capabilities that are essential to real-time facility management of a modern datacenter. @@ -142,7 +139,7 @@ We define the correct experiment setup(s) and perform the experiments on a speci \item \textbf{Conceptual}: \begin{enumerate}[label=\emph{C\textsubscript{\arabic*}}, align=left, labelsep=0pt] - \item We conduct a systematic literature review and detailed analysis of existing works on digital twinning in the scientific research community. + \item We conduct a comprehensive literature review and detailed analysis of existing works on digital twinning in the scientific research 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 \gls{my_system}, a discrete-event \gls{dcdt} for reliable and timely failure prediction in datacenters. \gls{my_system} includes a set of novel system components which leverage \gls{oda} and discrete-event simulation. -- cgit v1.2.3