From 8c68afe3fd446d8fbc136fb0ba7a4893269f0e65 Mon Sep 17 00:00:00 2001 From: 2211275 <2211275@stud.hs-mannheim.de> Date: Wed, 10 Jun 2026 17:20:43 +0200 Subject: [PATCH] sustainability per instance --- DMS_paper15_gitlab.tex | 30 +++++++++++++++++++++++ bilder/power_consumption.png | Bin 0 -> 40168 bytes literatur/dms.bib | 46 +++++++++++++++++++++++++++++++++++ other/.~lock.statistics.ods# | 1 - other/stress.ods | Bin 0 -> 37875 bytes 5 files changed, 76 insertions(+), 1 deletion(-) create mode 100644 bilder/power_consumption.png delete mode 100644 other/.~lock.statistics.ods# create mode 100644 other/stress.ods diff --git a/DMS_paper15_gitlab.tex b/DMS_paper15_gitlab.tex index 1dbc9e1..665cc7e 100644 --- a/DMS_paper15_gitlab.tex +++ b/DMS_paper15_gitlab.tex @@ -402,6 +402,29 @@ stages: \subsection{Nachhaltigkeit} + Unter Betrachtung der in \ref{sec:scalability} erwähnten Referenzarchitektur wird betrachtet inwiefern die von GitLab vorgeschlagenen Architekturen sich bezüglich ihres Stromverbrauchs bemessen. GitLab liefert Empfehlungen für virtuelle Server für die Anbieter \ac{GCP}, \ac{AWS} und Azure. Ausgenommen von GPUs sind CPU und Arbeitsspeicher die Komponenten mit dem höchsten Stromverbrauch \cite{davyEstimatingAWSEC22022}. im folgenden wird eine Schätzung abgeben, die auf Daten von \ac{AWS} Instanzen basieren und sich auf die Leistung von CPU und Arbeitsspeicher beschränkt. Im konkreten werden Instanzen der Typen \texttt{c5, c5n} und \texttt{m5} in der GitLab Empfehlung erwähnt. \\ + Für unterschiedliche \ac{AWS}-Instanzen liefert \cite{davyEstimatingAWSEC22022} einen Datensatz der Auskunft über die Leistung in Watt nach Anzahl der vCPUS ,unter einer bestimmten Auslastung, gibt. Eine \ac{vCPU} bezeichnet eine virtualisierte Variante einer physischen CPU \cite{VCPUWasIst2023}. Es ist zu beachten, dass die Testdaten aus \ref{tab:power_consumption} untertakteten Instanzen stammen und bieten eine untere Schätzung. Ebenso wird angenommen, dass der Arbeitsspeicher immer in Relation zur Anzahl von \ac{vCPU}s liegt und ist in \ref{tab:power_consumption} miteinbezogen. + \begin{table}[H] + \centering + \resizebox{\columnwidth}{!}{% + \begin{tabular}{@{}llllllllllll@{}} + \toprule + Typ & 0\% & 10\% & 20\% & 30\% & 40\% & 50.00\% & 60\% & 70\% & 80\% & 90\% & 100\% \\ \midrule + c5 & 2 & 2.3 & 2.7 & 3.1 & 3.5 & 3.8 & 4.2 & 4.6 & 5 & 5.4 & 5.7 \\ + m5 & 2.1 & 2.4 & 2.8 & 3.1 & 3.4 & 3.7 & 4.1 & 4.4 & 4.7 & 5 & 5.4 \\ \bottomrule + \end{tabular}% + } + \caption{Leistung in Watt für eine vCPU abgestuft nach Auslastung \cite{davyEstimatingAWSEC22022}} + \label{tab:power_consumption} + \end{table} + Da in \ref{tab:power_consumption} keine Daten zu \texttt{c5n} enthalten sind, werden die Werte mit denen von \texttt{c5} geschätzt. Abbildung \ref{fig:estimation_power} zeigt die Schätzung der Leistung für die empfohlenen Referenzarchitekturen nach Benutzern für eine Abstufung nach Auslastung. + \begin{figure}[H] + \includegraphics[width=\columnwidth]{./bilder/power_consumption.png} + \caption{Schätzung der Leistung nach Anzahl der Nutzer} + \label{fig:estimation_power} + \end{figure} + Die grösstmögliche Architektur kann dabei eine Leistung von ca. 1548 Watt bis zur Höchstlast von 4412 Watt in Anspruch nehmen. Die kleinste Architektur liegt bei ungefähr maximal 46 Watt. Ein durchschnittlicher Office-PC benötigt 135 bis 200 Watt die Stunde. Ein Gaming-PC üblicherweise bis zu 350 Watt \cite{WievielStromVerbraucht}. + \subsection{Sicherheit} Eine eigene GitLab-Instanz kann so konfiguriert werden, dass diese dem US-amerikanischen Sicherheitsstandard \acs{NIST} \acs{SP} 800-53 für Sicherheitskontrolle in Informationssystemen des \acl{NIST} entsprechen \cite{gitlab_gitlab_nodate}. Die Angebote von GitLab, damit die \ac{SaaS}-Version bzw. GitLab.com und GitLab Dedicated sind nach \acs{ISO}/\acs{IEC} 27001:2022 zertifiziert \cite{GitLab16522166}. Diese Norm spezifiziert Anforderungen an Informationssicherheitsmanagement im Kontext von Organisationen. Für dieselben Angebote besitzt GitLab eine Zertifizierung nach Norm \acs{ISO}/\acs{IEC} 27017:2015, welche Richtlinien zur Kontrolle der Informationssicherheit von Cloud-Services festlegt \cite{gitlab_gitlab_nodate}. Es ist zu erwarten, dass diese Norm bald erneuert wird \cite{ISOIEC27017}. @@ -505,6 +528,8 @@ stages: \end{table} \subsection{Skalierbarkeit} + \label{sec:scalability} + GitLab bietet Empfehlungen für Referenz-Architekturen, welche versuchen einen Kompromiss zwischen den Kriterien Performanz, Resilienz und finanzieller Kosten herzustellen. Um eine passende Architektur zu wählen orientiert sich GitLab an der Metrik: \ac{RPS}. Die RPS lassen sich nach Anfrage in folgende Typen aufgliedern \cite{gitlab_gitlab_nodate}: \begin{itemize} \item API-Anfragen, zu welchen Integrationen, Automatisierungsmechanismen, Webhooks und sonstige Dienste, die direkt auf die API zugreifen, gehören. Üblicherweise machen API-Anfragen ca. 80 \% der gesamten \ac{RPS}-Anfragen aus @@ -530,6 +555,8 @@ stages: \section{Zusammenfassung} + + \section*{Abkürzungsverzeichnis} \begin{acronym}[Abkürzungsverzeichnis] \acro{IDE}{Integrated Development Environment} @@ -558,6 +585,9 @@ stages: \acro{SSH}{Secure Shell} \acro{S/MIME}{Secure/Multipurpose Internet Mail Extensions} \acro{RPS}{Requests per Second} + \acro{GCP}{Google Cloud Platform} + \acro{AWS}{Amazon Web Services} + \acro{vCPU}{virtual Central Processing Unit} \end{acronym} \printbibliography diff --git a/bilder/power_consumption.png b/bilder/power_consumption.png new file mode 100644 index 0000000000000000000000000000000000000000..5146514d7b53c96c617cdf5e187b8465625ebbb8 GIT binary patch literal 40168 zcmbTeWmH^2w# ztnbhFgVn5V`kYf$yY}9X6u~l5qR8(F-a|n_A&Y$%{s{&3Mgs~8S{@!2c!xwk*aLV$ zu==iI3k8MJ3;c9J!!x*WK|y_h5)=L^@05D9?CPdw|8#pktFk!0tkW^)FXodOW!k{1 zJ%o@@R!VHQsfcCW;U(Oj==AlS?B-U<^CRu5e0%cRm;6F`KUrnoKkU><9NJ#nBxr-) 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