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Diffstat (limited to 'sources')
| -rw-r--r-- | sources/dt_features_comparison.tex | 27 | ||||
| -rw-r--r-- | sources/simulator_comparison.tex | 26 |
2 files changed, 53 insertions, 0 deletions
diff --git a/sources/dt_features_comparison.tex b/sources/dt_features_comparison.tex new file mode 100644 index 0000000..79e7675 --- /dev/null +++ b/sources/dt_features_comparison.tex @@ -0,0 +1,27 @@ +\begin{table}[t] + \centering + \renewcommand{\arraystretch}{1.4} + \begin{tabular}{m{0.4\linewidth}cccc} + \toprule + Feature & ExaDigiT~\cite{DBLP:conf/sc/BrewerMKWBHSGGW24} & SmartDC~\cite{DBLP:conf/noms/ZhangZLZWC22} & DyTwin~\cite{DBLP:conf/sc/TaheriBPRHDEWPM24} \\ + \midrule + Virtual Prototyping & & \ding{51} & \\ + Scenario Exploration & & & \\ + 3D Facility Modelling & \ding{51} (via CFD and Modelica) & \ding{51} (via CFD and 6SigmaDC) & \\ + 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.} +\end{table} diff --git a/sources/simulator_comparison.tex b/sources/simulator_comparison.tex new file mode 100644 index 0000000..6bff9a7 --- /dev/null +++ b/sources/simulator_comparison.tex @@ -0,0 +1,26 @@ +\begin{table}[h] + \centering + \renewcommand{\arraystretch}{1.4} + \resizebox{\columnwidth}{!}{ + \begin{tabular}{lm{0.2\linewidth}m{0.15\linewidth}m{0.3\linewidth}l} + \toprule + Project & Environment & Stakeholders & Highlighted Features & GUI \\ + \midrule + + CloudSim~\cite{DBLP:journals/spe/CalheirosRBRB11} & Cloud, Fog~\cite{DBLP:journals/spe/GuptaDGB17}, Edge & Research & VC\textsuperscript{$\star$}, N, S, E, WF\textsuperscript{$\dagger$}~\cite{DBLP:conf/eScience/ChenD12}, FD\textsuperscript{$\dagger$}, EXP\textsuperscript{$\dagger$}, CM, PI\textsuperscript{$\dagger$} & \ding{51}\textsuperscript{$\dagger$}~\cite{DBLP:conf/aina/WickremasingheCB10} \\ + \midrule + SimGrid~\cite{DBLP:journals/corr/CasanovaGLQS13} & Grid, P2P, Cloud~\cite{DBLP:journals/fgcs/MichonGGUK17} & Research, Edu~\cite{DBLP:journals/jpdc/CasanovaTKS21} & VC\textsuperscript{$\star$}\textsuperscript{$\dagger$}~\cite{DBLP:journals/tcc/HirofuchiLP18}, N\textsuperscript{$\star$}, S, E\textsuperscript{$\star$}, WF\textsuperscript{$\star$}~\cite{DBLP:data/11/CasanovaSTPJKAOS20f} & \ding{51}\textsuperscript{$\dagger$}~\cite{DBLP:data/11/CasanovaSTPJKAOS20f} \\ + \midrule + DGSim~\cite{DBLP:conf/europar/IosupSE08} & Grid & Research & WF, F, EXP & \ding{55} \\ + \midrule + GroudSim~\cite{DBLP:conf/europar/OstermannPPF10} & Grid, Cloud & Research & WF, CM, F & \ding{55} \\ + \midrule + iCanCloud~\cite{DBLP:journals/grid/NunezVCCCL12} & Cloud & Research & VC, N\textsuperscript{$\star$}, S, CM & \ding{51}\textsuperscript{$\star$} \\ + \midrule + \textbf{OpenDC}~\cite{DBLP:conf/ccgrid/MastenbroekAJLB21} & Cloud & Research, Edu. & VC\textsuperscript{$\star$}, N, S, E\textsuperscript{$\star$},, CM, FS\textsuperscript{$\star$}, ML, WF, F\textsuperscript{$\star$}, PI, EXP\textsuperscript{$\star$} & \ding{51}\textsuperscript{$\star$} \\ + \bottomrule + \end{tabular} + } + \caption{Comparison of selected datacenter simulators. \textbf{Models:} VC = VMs and containers; N = Network, S = Storage, E = Energy, CM = Cost Models, FS = FaaS, ML = Machine Learning, WF = Workflows, FD = Federation; \textbf{Phenomena:} F = Failures, PI = Performance interface; \textbf{Tools:} EXP = Experiment automation; \textbf{Support:} \ding{51} = Yes, \ding{55} = No; $\dagger$ = extension, not integrated; $\star$ = advanced, carefully calibrated feature. Adapted from Mastenbroek \etal~\cite{DBLP:conf/ccgrid/MastenbroekAJLB21}} +\end{table} + |