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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/table.tex | |
| parent | 310e180d3f5a0a23a33e59c3cd207fcb2c043133 (diff) | |
feat: finished 1/2 of Table 1.1
Diffstat (limited to 'images/table.tex')
| -rw-r--r-- | images/table.tex | 21 |
1 files changed, 12 insertions, 9 deletions
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. |