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| author | mjkwiatkowski <mati.rewa@gmail.com> | 2026-06-21 11:20:14 +0200 |
|---|---|---|
| committer | mjkwiatkowski <mati.rewa@gmail.com> | 2026-06-21 11:20:14 +0200 |
| commit | b5111b6e512dc8c27b84ed785c74b4e728a591ee (patch) | |
| tree | 7111a0799e914c5c80e557bd093ca116ddd7e1a0 /images | |
| parent | 310e180d3f5a0a23a33e59c3cd207fcb2c043133 (diff) | |
feat: finished 1/2 of Table 1.1
Diffstat (limited to 'images')
| -rw-r--r-- | images/system_model.drawio | 9 | ||||
| -rw-r--r-- | images/system_model2.pdf | bin | 43014 -> 43289 bytes | |||
| -rw-r--r-- | images/table.tex | 21 |
3 files changed, 18 insertions, 12 deletions
diff --git a/images/system_model.drawio b/images/system_model.drawio index 90df653..572c082 100644 --- a/images/system_model.drawio +++ b/images/system_model.drawio @@ -1,6 +1,6 @@ <mxfile host="app.diagrams.net"> <diagram name="Page-1" id="4vaG-RIfdLBy_e89xL95"> - <mxGraphModel dx="242" dy="748" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> + <mxGraphModel dx="-479" dy="254" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0"> <root> <mxCell id="0" /> <mxCell id="1" parent="0" /> @@ -50,7 +50,7 @@ <mxGeometry height="60" width="120" x="1270" y="172.5" as="geometry" /> </mxCell> <mxCell id="Kw5lBWZvIP71a6MHUHHB-27" parent="1" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#000000;" value="Cooling<br>Subsystem" vertex="1"> - <mxGeometry height="60" width="120" x="1490" y="235" as="geometry" /> + <mxGeometry height="60" width="120" x="1490" y="205" as="geometry" /> </mxCell> <mxCell id="Kw5lBWZvIP71a6MHUHHB-28" parent="1" style="text;html=1;whiteSpace=wrap;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;rounded=0;fontStyle=1" value="Datacenter" vertex="1"> <mxGeometry height="30" width="100" x="1480" y="105" as="geometry" /> @@ -101,7 +101,7 @@ <mxGeometry height="30" width="97.21" x="1076.42" y="219" as="geometry" /> </mxCell> <mxCell id="Kw5lBWZvIP71a6MHUHHB-50" parent="1" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#000000;" value="IT Equipment" vertex="1"> - <mxGeometry height="60" width="120" x="1490" y="145" as="geometry" /> + <mxGeometry height="60" width="120" x="1490" y="135" as="geometry" /> </mxCell> <mxCell id="Kw5lBWZvIP71a6MHUHHB-53" parent="1" style="rounded=0;whiteSpace=wrap;html=1;" value="Visualization <br>Interface" vertex="1"> <mxGeometry height="60" width="120" x="1270" y="90" as="geometry" /> @@ -124,6 +124,9 @@ <mxCell id="Kw5lBWZvIP71a6MHUHHB-59" edge="1" parent="1" source="Kw5lBWZvIP71a6MHUHHB-25" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;entryX=1.009;entryY=0.378;entryDx=0;entryDy=0;entryPerimeter=0;" target="Kw5lBWZvIP71a6MHUHHB-49"> <mxGeometry relative="1" as="geometry" /> </mxCell> + <mxCell id="hbqeO_pys9PcsXKVj9vm-1" parent="1" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#dae8fc;strokeColor=#000000;" value="Power<br>Supply" vertex="1"> + <mxGeometry height="60" width="120" x="1490" y="280" as="geometry" /> + </mxCell> </root> </mxGraphModel> </diagram> diff --git a/images/system_model2.pdf b/images/system_model2.pdf Binary files differindex e7e1d98..932d956 100644 --- a/images/system_model2.pdf +++ b/images/system_model2.pdf diff --git a/images/table.tex b/images/table.tex index f20c6f4..089a33b 100644 --- a/images/table.tex +++ b/images/table.tex @@ -3,24 +3,27 @@ \resizebox{\columnwidth}{!}{ \begin{tabular}{lm{0.2\linewidth}m{0.25\linewidth}m{0.3\linewidth}l} \toprule - Project & Simulation Technique & Focus & Stakeholders & Highlighted Features \\ + Project & Simulation Technique & Focus & Stakeholders & Modelling Capability \\ \midrule - ExaDigiT~\cite{DBLP:conf/sc/BrewerMKWBHSGGW24} & CFD/HT & Energy Loss\newline Prediction & & \\ + ExaDigiT~\cite{DBLP:conf/sc/BrewerMKWBHSGGW24} & CFD/HT, AI/ML & Energy Loss\newline Prediction, Heat\newline Modelling & HPC Engineers and Operators & 3D\textsuperscript{$\star$}, CH\textsuperscript{$\dingasterisk$}, VP\textsuperscript{$\star$}, PE\textsuperscript{$\dingasterisk$}, RA, SE\textsuperscript{$\thermod$} \\ \midrule - SmartDC~\cite{DBLP:conf/noms/ZhangZLZWC22} & CFD/HT, BIM, AI & Heat Modelling & & \\ + SmartDC~\cite{DBLP:conf/noms/ZhangZLZWC22} & CFD/HT, BIM, AI/ML & Heat Modelling,\newline PUE optimization & Cloud Datacenter Engineers & CH\textsuperscript{$\thermod$}, PE, 3D\textsuperscript{$\star$} \\ \midrule - DyTwin~\cite{DBLP:conf/sc/TaheriBPRHDEWPM24} & Gaussian Process Regression, ML & Anomaly Detection & & \\ + DyTwin~\cite{DBLP:conf/sc/TaheriBPRHDEWPM24} & Gaussian Process Regression, AI/ML & Anomaly Detection & Cloud Datacenter Operators & A\textsuperscript{$\star\dingasterisk$}, FD, VP\textsuperscript{$\star$}, SE\textsuperscript{$\thermod$} \\ \midrule - ChatTwin~\cite{DBLP:conf/sensys/LiW0Z0T23} & \textbf{\footnotesize?} & Configuration\newline Automation & & \\ + ChatTwin~\cite{DBLP:conf/sensys/LiW0Z0T23} & \textbf{\footnotesize?} & Configuration\newline Automation, Digital Twin\newline Definition Language & Cloud Datacenter Engineers & 3D\textsuperscript{$\star$} \\ \midrule - Reducio~\cite{DBLP:conf/sensys/CaoW0022} & POD & Heat and Airflow\newline Prediction & & \\ + Reducio~\cite{DBLP:conf/sensys/CaoW0022} & POD & Heat and Airflow\newline Prediction & & \\ \midrule - NetGraph~\cite{DBLP:conf/sigcomm/HongWDSSHZY21} & Graphs & Network Management & & \\ + NetGraph~\cite{DBLP:conf/sigcomm/HongWDSSHZY21} & Graphs & Network Management & & \\ \midrule - Kalibre~\cite{DBLP:conf/sensys/WangZD0TCWZ20} & ML, CFD & Heat Modelling & & \\ + Kalibre~\cite{DBLP:conf/sensys/WangZD0TCWZ20} & ML, CFD & Heat Modelling & & \\ \bottomrule \end{tabular} } \end{table} -\tiny \textbf{Table 1.1:} Comparison of selected datacenter digital twins. \textbf{Features:} 3D = 3D Visualizations; CH = Cooling/Heat, PE = Power/Energy Consumption, F = Failures, N = Network, FS = FaaS, SE = Scenario Exploration, VP = Virtual Prorotyping, FD = Federation; \textbf{Tools:} AI = Artificial Intelligence, ML = Machine Learning, ODA = Operational Data Analysis; $\dingasterisk$ = Predictive Analysis; $\star$ = Descriptive Analysis, $\blackinwhitediamond$ = Prescriptive Analysis. +\tiny \textbf{Table 1.1:} Comparison of selected datacenter digital twins. \textbf{Modelling capability:} 3D = AR/VR Visualizations; CH = Cooling/Heat, PE = Power/Energy Consumption, A = Anomaly Detection, N = Network, FS = FaaS, SE = Scenario Exploration, VP = Virtual Prorotyping, FD = Federation, RA = Resource Allocation; \textbf{Data Analytics}: $\dingasterisk$ = Predictive Analysis; $\star$ = Descriptive Analysis, $\thermod$ = Prescriptive Analysis. +% Autonomous decisions (autonomous twinning) from~\cite{DBLP:conf/sc/BrewerMKWBHSGGW24} is inherent to digital twinning -- it is better left unsaid in the table. +% I.e., the foundation of any DT is autonomous decisions, so without them they don't qualify as a DT. +% ChatTwin mentions that they evaluate their system on their own-engineered digital twin, but they absolutely not name it. Who knows why. |