From 8cce903a981c004502d1fdf29a650fc58f72042d Mon Sep 17 00:00:00 2001 From: mjkwiatkowski 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