From caf75aad39580fd3c8536fb0d21ea94368c6c130 Mon Sep 17 00:00:00 2001
From: mjkwiatkowski <mati.rewa@gmail.com>
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.
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