From 9681bc07728c028638b8b3764053589adeb3bbe6 Mon Sep 17 00:00:00 2001 From: mjkwiatkowski Date: Wed, 10 Jun 2026 10:12:28 +0200 Subject: feat: added a slide to argue against pure simulation for predictive analysis --- build/main.aux | 16 ++++++++++------ build/main.fdb_latexmk | 19 +++++++++--------- build/main.fls | 5 +++++ build/main.log | 35 ++++++++++++++++++++-------------- build/main.nav | 12 +++++++----- build/main.pdf | Bin 1594015 -> 1754005 bytes build/main.synctex.gz | Bin 42725 -> 44892 bytes images/AthavaleBBMMPS24-3_cropped.pdf | Bin 0 -> 174463 bytes indent.log | 2 +- main.tex | 19 +++++++++++++++++- style/style.tex | 5 +++-- 11 files changed, 75 insertions(+), 38 deletions(-) create mode 100644 images/AthavaleBBMMPS24-3_cropped.pdf diff --git a/build/main.aux b/build/main.aux index 634b7d3..51966bf 100644 --- a/build/main.aux +++ b/build/main.aux @@ -69,11 +69,15 @@ \@writefile{nav}{\headcommand {\slideentry {0}{0}{12}{15/15}{}{0}}} \@writefile{nav}{\headcommand {\beamer@framepages {15}{15}}} \citation{DBLP:report/AnnualOutageAnalysis2025} +\citation{DBLP:journals/computer/AthavaleBBMMPS24} \@writefile{nav}{\headcommand {\slideentry {0}{0}{13}{16/16}{}{0}}} \@writefile{nav}{\headcommand {\beamer@framepages {16}{16}}} -\@writefile{nav}{\headcommand {\beamer@partpages {1}{16}}} -\@writefile{nav}{\headcommand {\beamer@subsectionpages {1}{16}}} -\@writefile{nav}{\headcommand {\beamer@sectionpages {1}{16}}} -\@writefile{nav}{\headcommand {\beamer@documentpages {16}}} -\@writefile{nav}{\headcommand {\gdef \inserttotalframenumber {16}}} -\gdef \@abspage@last{16} +\citation{DBLP:conf/sensys/WangZD0TCWZ20} +\@writefile{nav}{\headcommand {\slideentry {0}{0}{14}{17/17}{}{0}}} +\@writefile{nav}{\headcommand {\beamer@framepages {17}{17}}} +\@writefile{nav}{\headcommand {\beamer@partpages {1}{17}}} +\@writefile{nav}{\headcommand {\beamer@subsectionpages {1}{17}}} +\@writefile{nav}{\headcommand {\beamer@sectionpages {1}{17}}} +\@writefile{nav}{\headcommand {\beamer@documentpages {17}}} +\@writefile{nav}{\headcommand {\gdef \inserttotalframenumber {17}}} +\gdef \@abspage@last{17} diff --git a/build/main.fdb_latexmk b/build/main.fdb_latexmk index cd54560..1c70c81 100644 --- a/build/main.fdb_latexmk +++ b/build/main.fdb_latexmk @@ -1,13 +1,13 @@ # Fdb version 4 -["bibtex build/main"] 1781034092.44409 "build/main.aux" "build/main.bbl" "build/main" 1781034184.6517 0 +["bibtex build/main"] 1781078977.44331 "build/main.aux" "build/main.bbl" "build/main" 1781079073.50912 0 "./main.bib" 1781020592.91032 32436 d94b953c0622772e75bc042ff8c3c47c "" "/usr/share/texmf-dist/bibtex/bst/is-bst/is-plain.bst" 1775415801 37711 8712640e4301c9b53f91a39ab688edfe "" - 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That is why nobody used digital twins to mirror datacenters earlier. @@ -130,7 +130,24 @@ US\$~\cite{DBLP:report/AnnualOutageAnalysis2025}. 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} + \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} +\begin{frame}\frametitle{Extra Slides: Alternatives to OpenDC} + \begin{tcolorbox}[title=Why not CFD/ML/Graphs?] + \begin{enumerate} + \item Computational Fluid Dynamics (CFD) have high computation overhead, unsuitable for real-time simulation of a dynamic datacenter. + Moreover oftentimes a poorly configured CFD model can lead to high error rates~\cite{DBLP:conf/sensys/WangZD0TCWZ20}. + + \item Data-driven Machine Learning performs poorly by the cases not covered in the training data. + + + \end{enumerate} + \end{tcolorbox} +\end{frame} + \end{document} diff --git a/style/style.tex b/style/style.tex index bc5325e..e71b8fa 100644 --- a/style/style.tex +++ b/style/style.tex @@ -52,9 +52,10 @@ } \tcbset{ - colback=Apricot!20!white, - colbacktitle=Orange!80!black, + colback=RoyalBlue!20!white, + colbacktitle=RoyalBlue!80!black, boxrule=0pt, + sharpish corners=all, left=5pt, right=5pt, bicolor, -- cgit v1.2.3