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@@ -6,8 +6,8 @@ \begin{frame}\frametitle{Motivation} \begin{tcolorbox}[title=Context] - Heterogeneous datacenter architectures are common ~\cite{DBLP:conf/date/MilojicicFDR21} and - modern computational needs of AI drive managers to diversify datacenters even more~\cite{DBLP:journals/computer/AthavaleBBMMPS24}. + 21\textsuperscript{st} century datacenters are heterogeneous~\cite{DBLP:conf/date/MilojicicFDR21} and + modern computational needs of AI drive managers to diversify datacenters even more than ever~\cite{DBLP:journals/computer/AthavaleBBMMPS24}. In result datacenters become extremely complex and hard to operate with millions of CPU's, GPU's etc. \end{tcolorbox} \begin{center} @@ -95,7 +95,7 @@ We need to act now. \end{tcolorbox} \begin{center} - \includegraphics[height=10em]{images/IosupLVG22-2_cropped.pdf} + \includegraphics[height=10em]{images/manageability.pdf} \end{center} \tiny \textbf{Figure E.1:} Horizontally: the most important research areas in computer science in Netherlands. @@ -110,7 +110,7 @@ Datacenters meet this requirement easily because they already connect hundreds of monitoring sensors. \end{tcolorbox} \begin{center} - \includegraphics[height=10em]{images/TaoIEEE2019-3_cropped.pdf} + \includegraphics[height=10em]{images/dt_timeline.pdf} \end{center} \tiny @@ -128,7 +128,7 @@ Only a constant bi-directional interaction (digital twin $\iff$ physical entity) can achieve this. \end{tcolorbox} \begin{center} - \includegraphics[height=10em]{images/AthavaleBBMMPS24-3_cropped.pdf} + \includegraphics[height=10em]{images/digital_twin_ms.pdf} \end{center} \tiny \textbf{Figure E.3:} Real-time control that is tightly-coupled with the IT equipment is a prerequisite for timely predictions within seconds/minutes~\cite{DBLP:journals/computer/AthavaleBBMMPS24}. \end{frame} |