From aa32b75bd7a6248fad478bc634e8126ee9981db7 Mon Sep 17 00:00:00 2001
From: mjkwiatkowski <mati.rewa@gmail.com>
Date: Thu, 16 Jul 2026 01:27:14 +0200
Subject: feat: completed all feedback from Dante as to Chapter 3

---
 content/background.tex | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

(limited to 'content/background.tex')

diff --git a/content/background.tex b/content/background.tex
index 3e0a5cf..97dc6aa 100644
--- a/content/background.tex
+++ b/content/background.tex
@@ -101,7 +101,7 @@ However, the fidelity of failure modeling inside a datacenter simulation is stil
 Since a datacenter simulator is quite different from a digital twin, we cannot use the same computation methods from simulation to predict real-time failures.
 \begin{figure}[t]
 	\centering
-	\includegraphics[width=0.95\linewidth]{images/five_dimensional_dt.pdf}
+	\includegraphics[width=0.95\linewidth]{images/five_dimensional_dt.png}
 	\caption[A basic framework for the \gls{dt}.]{A basic framework for the \gls{dt}. Four core elements of a \gls{dt} are defined: The physical entity (\myCircled{1}) and the simulated virtual twin (\myCircled{2}). A service for out-of-band data analytics (\myCircled{3}) and a persistent storage of historical data (\myCircled{4}) are crucial to the \gls{dt} because they are necessary to gain meaningful monitoring insights. Adapted from Tao \etal ~\cite{DBLP:conf/cirp/TAO2018169}.}
 	%Fei Tao is a renowned figure with over 62k citations. He is a figure of authority on digital twins.%
 	\label{fig:five_dimensional_dt}
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