From 8cce903a981c004502d1fdf29a650fc58f72042d Mon Sep 17 00:00:00 2001
From: mjkwiatkowski <mati.rewa@gmail.com>
Date: Mon, 20 Jul 2026 12:43:25 +0200
Subject: git amend

---
 content/intro.tex | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

(limited to 'content/intro.tex')

diff --git a/content/intro.tex b/content/intro.tex
index 3f23487..d3fea28 100644
--- a/content/intro.tex
+++ b/content/intro.tex
@@ -28,7 +28,13 @@ In short, the high computational demand of \gls{ai} and the end of Dennard's sca
 Both events create a need for more careful datacenter management to tackle the unprecedented complexity and ensure availability of all cloud services.
 To address this new problem a concept of a datacenter \gls{dt} was proposed~\cite{DBLP:journals/computer/AthavaleBBMMPS24}.
 
+\begin{figure}[t]
+	\hspace{-1.75cm}
+	\centering
+	\includegraphics[width=0.8\linewidth]{images/ai_timeline.pdf}
 
+	\caption[Explosive growth in AI computational requirements.]{Explosive growth in AI computational requirements drives datacenter upgrades (source: NVIDIA Analysis: reproduction with NVIDIA permission by~\cite{DBLP:journals/computer/AthavaleBBMMPS24}). \emph{X}-axis presents the year, and the \emph{Y}-axis presents the training compute requirement (in petaFLOPs). The plot shows the one of the reasons behind why the complexity of datacenters is rising.}
+\end{figure}
 \section{Context}\label{s:context}
 
 % A digital twin is often called a virtual twin.
@@ -204,7 +210,7 @@ In Chapter \ref{s:evaluation} we evaluate the prototype of the system and valida
 In Chapter \ref{s:conclusion} we conclude the thesis with a summary of contributions and potential future work.
 \begin{figure}[t!]
 	\centering
-	\includegraphics[width=\linewidth]{images/thesis_structure.png}
+	\includegraphics[width=0.95\linewidth]{images/thesis_structure.png}
 	\caption{Structure of this thesis, with suggested reading flows.}
 	\label{fig:thesis_structure}
 \end{figure}
-- 
cgit v1.2.3

