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Diffstat (limited to 'sources/dt_features_comparison.tex')
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1 files changed, 24 insertions, 24 deletions
diff --git a/sources/dt_features_comparison.tex b/sources/dt_features_comparison.tex index 2bc3305..cdad073 100644 --- a/sources/dt_features_comparison.tex +++ b/sources/dt_features_comparison.tex @@ -1,27 +1,27 @@ -\begin{table}[t] +\begin{table}[h] \centering \renewcommand{\arraystretch}{1.4} - \begin{tabular}{m{0.4\linewidth}ccccc} - \toprule - Feature & ExaDigiT~\cite{DBLP:conf/sc/BrewerMKWBHSGGW24} & SmartDC~\cite{DBLP:conf/noms/ZhangZLZWC22} & DyTwin~\cite{DBLP:conf/sc/TaheriBPRHDEWPM24} & ChatTwin~\cite{DBLP:conf/sensys/LiW0Z0T23}\\ - \midrule - Virtual Prototyping & & \ding{51} & &\\ - Scenario Exploration & & & &\\ - 3D Facility Modelling & \ding{51} & \ding{51} & &\\ - Predictive maintenance & & & &\\ - Predictive energy modelling & & \ding{51} & &\\ - Reliability and availability modeling & & & &\\ - Cooling system modelling & & \ding{51} & &\\ - Network modelling & & & &\\ - Predictive modelling & & & &\\ - Power/Energy consumption optimization (PUE) & & \ding{51} & &\\ - Heat and Airflow distribution modelling & & \ding{51} & &\\ - Visual analytics dashboard & & & &\\ - Forensic analysis and diagnostics & & & &\\ - Failure detection & & & &\\ - Operational optimization & & & &\\ - Resource allocation & & & &\\ - \midrule - \end{tabular} - \caption{Comparison of selected features of existing datacenter digital twins.} + \resizebox{\columnwidth}{!}{ + \begin{tabular}{lm{0.2\linewidth}m{0.25\linewidth}m{0.3\linewidth}l} + \toprule + Project & Simulation\qquad Technique & Focus & Stakeholders & Highlighted Features \\ + \midrule + ExaDigiT~\cite{DBLP:conf/sc/BrewerMKWBHSGGW24} & CFD/HT & Energy Loss\newline Prediction & & \\ + \midrule + SmartDC~\cite{DBLP:conf/noms/ZhangZLZWC22} & CFD/HT, BIM, AI & Heat Modelling & & \\ + \midrule + DyTwin~\cite{DBLP:conf/sc/TaheriBPRHDEWPM24} & Gaussian Process Regression, ML & Anomaly Detection & & \\ + \midrule + ChatTwin~\cite{DBLP:conf/sensys/LiW0Z0T23} & \textbf{\large?} & Configuration\newline Automation & & \\ + \midrule + Reducio~\cite{DBLP:conf/sensys/CaoW0022} & POD & Heat and Airflow\newline Prediction & & \\ + \midrule + NetGraph~\cite{DBLP:conf/sigcomm/HongWDSSHZY21} & Graphs & Network Management & & \\ + \midrule + Kalibre~\cite{DBLP:conf/sensys/WangZD0TCWZ20} & ML, CFD & Heat Modelling & & \\ + \bottomrule + \end{tabular} + } + \caption{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; $\dagger$ Predictive Analysis; $\star$ = Descriptive Analysis, $\ddagger$ = Prescriptive Analysis.} \end{table} + |