diff --git a/chapters/thesis/appendix02_timing.sh b/chapters/thesis/appendix02_timing.sh
index 5ff06d3..ab94d63 100644
--- a/chapters/thesis/appendix02_timing.sh
+++ b/chapters/thesis/appendix02_timing.sh
@@ -77,6 +77,10 @@ print_process() {
         {hr=$4/1024; hp=$5/1024; printf("%6i %5.1f %4.1f %13.2f %13.2f %s\n", $1, $2, $3,hr, hp, $6) }'
 }
 
+print_docker_process() {
+    sudo docker stats --no-stream
+}
+
 # the main domain
 #hostname="https://briefedition.wedekind.h-da.de"
 hostname="http://localhost:8080/WedekindJSF-1.0.0"
@@ -84,17 +88,19 @@ hostname="http://localhost:8080/WedekindJSF-1.0.0"
 # the Array of the Urls
 url_arr=(
     "$hostname/index.xhtml"
-    #"$hostname/view/document/list.xhtml"
-    "$hostname/view/document/listsearch.xhtml"
+    "$hostname/view/document/list.xhtml"
+    #"$hostname/view/document/listsearch.xhtml"
     #"$hostname/view/correspondent/list.xhtml"
     #"$hostname/view/person/list.xhtml"
 )
 
-print_process
+#print_process
+print_docker_process
 echo ""
  
 # Execute all the URLs for 10 rounds
 main 10 ${url_arr[@]}
 
 echo ""
-print_process
+##print_process
+print_docker_process
diff --git a/chapters/thesis/appendix03.tex b/chapters/thesis/appendix03.tex
new file mode 100644
index 0000000..f059948
--- /dev/null
+++ b/chapters/thesis/appendix03.tex
@@ -0,0 +1,14 @@
+% !TeX root = ../../thesis.tex
+
+%********************************************************************
+% Appendix
+%*******************************************************
+% If problems with the headers: get headings in appendix etc. right
+%\markboth{\spacedlowsmallcaps{Appendix}}{\spacedlowsmallcaps{Appendix}}
+\chapter{Docker Konfiguration}
+\label{ap:docker_config}
+
+Da die Leistung des Computers zu hoch ist, um vergleichbare Zahlen bei den Datenbank-Anfragen ermitteln zu können,
+wurde der Postgres-Server sowie der Payara-Server in einen Docker-Container verpackt und die Leistung limitiert.
+
+\includecode[yaml]{chapters/thesis/appendix03_compose.yaml}{lst:docker_compose}{Docker-Compose}
diff --git a/chapters/thesis/appendix03_compose.yaml b/chapters/thesis/appendix03_compose.yaml
new file mode 100644
index 0000000..01f7a2d
--- /dev/null
+++ b/chapters/thesis/appendix03_compose.yaml
@@ -0,0 +1,39 @@
+services:
+  db:
+    image: postgres
+    container_name: postgredb
+    restart: always
+    hostname: postgres
+    ports:
+      - "5432:5432"
+    environment:
+      POSTGRES_USER: <username>
+      POSTGRES_PASSWORD: <password>
+      POSTGRES_DB: <dbname>
+    volumes:
+      - ./data/:/var/lib/postgresql/data
+    deploy:
+      resources:
+        limits:
+          cpus: '0.30'
+          memory: 500m
+  ws:
+    image: payara/server-full
+    container_name: payara
+    ports:
+      - "4848:4848"
+      - "8080:8080"
+      - "8181:8181"
+      - "9009:9009"
+    volumes:
+      - ./payara/postgresql-42.7.3.jar:/opt/payara/appserver/glassfish/domains/domain1/lib/postgresql-42.7.3.jar
+      - ./payara/logs/:/opt/payara/appserver/glassfish/domains/domain1/logs/
+      - ./payara/config/:/opt/payara/appserver/glassfish/domains/domain1/config/
+      - ./payara/applications/:/opt/payara/appserver/glassfish/domains/domain1/applications/
+    deploy:
+      resources:
+        limits:
+          cpus: '2.00'
+          memory: 2g
+    links:
+      - db
diff --git a/chapters/thesis/appendix04.tex b/chapters/thesis/appendix04.tex
new file mode 100644
index 0000000..9ab0ba8
--- /dev/null
+++ b/chapters/thesis/appendix04.tex
@@ -0,0 +1,23 @@
+% !TeX root = ../../thesis.tex
+
+%********************************************************************
+% Appendix
+%*******************************************************
+% If problems with the headers: get headings in appendix etc. right
+%\markboth{\spacedlowsmallcaps{Appendix}}{\spacedlowsmallcaps{Appendix}}
+\chapter{Aufruf Skript}
+\label{ap:calling_script}
+
+Um die Messungen etwas zu vereinfachen wurde ein Skript erstellt um die Aufrufe gesammelt durchzuführen. Um die
+Messungen durchzuführen werden die Befehl, wie in \ref{lst:calling_script_exec} dargestellt aufgerufen.
+
+\includecode[bash]{chapters/thesis/appendix04_calling_script.sh}{lst:calling_script}{Calling Script}
+
+\begin{lstlisting}[language=Bash,caption={Aufrufe des Unterstützungsscriptes},label=lst:calling_script_exec]
+callscript.sh measinit
+callscript.sh measres
+callscript.sh meascall
+callscript.sh meascall
+callscript.sh meascall
+callscript.sh meascall
+\end{lstlisting}
\ No newline at end of file
diff --git a/chapters/thesis/appendix04_calling_script.sh b/chapters/thesis/appendix04_calling_script.sh
new file mode 100644
index 0000000..b101f55
--- /dev/null
+++ b/chapters/thesis/appendix04_calling_script.sh
@@ -0,0 +1,160 @@
+#!/bin/bash
+
+payara_path="/opt/docker/payara"
+postgres_path="/var/lib/postgres"
+postgres_path="/opt/docker"
+postgres_data_path="$postgres_path/data"
+postgres_log_path=$postgres_data_path/log
+
+payara_config="$payara_path/config/domain.xml"
+domain_log="$payara_path/logs/server.log"
+script_path="/opt/docker/timing.sh"
+pgbadger_out="/opt/docker/pgreport"
+report_postfix=""
+docker_name=dcpgbatch
+
+COMPOSE_FILE=/opt/docker/docker-compose.yaml
+
+gflog() {
+  echo "follow the log: $domain_log"
+  tail -f $domain_log
+}
+gfconf() {
+  nvim "$payara_config"
+}
+gfscript() {
+  outPath=$pgbadger_out$report_postfix/bash.out
+  touch "$outPath"
+  echo "============================================================" >>"$outPath"
+  bash $script_path | tee -a "$outPath"
+}
+
+pginit() {
+  sudo chmod g+x $postgres_path
+  sudo chmod g+x $postgres_data_path
+  sudo chmod g+rx $postgres_log_path
+}
+pglogls() {
+  echo "show postgresql logfiles"
+  ls $postgres_log_path/ -lhtc
+}
+pglogrm() {
+  cnt=${1:-10}
+  cntTail=$(($cnt + 1))
+  echo "remove old postgresql logfiles from $(ls $postgres_log_path/ -tc | wc -l) until $cnt (~${cnt}00 MB) $cntTail"
+  ls $postgres_log_path/ -tc | tail -n +$cntTail | xargs -r -I{} sudo rm "$postgres_log_path/{}"
+}
+pglog() {
+  pg_log=$(ls $postgres_log_path/ -tc --ignore '*log' | head -n 1)
+  echo "follow the log: $postgres_log_path/$pg_log"
+  tail -n 3 -f $postgres_log_path/$pg_log
+}
+pgconf() {
+  sudo nvim "${postgres_path}/postgresql.conf"
+}
+pgrp() {
+  mkdir -p $pgbadger_out$report_postfix
+  outPath=$pgbadger_out$report_postfix/bash.out
+  touch "$outPath"
+  echo "" >>"$outPath"
+  pgbadger -X -I -f jsonlog -j 10 -O $pgbadger_out$report_postfix $postgres_log_path/postgresql-*.json 2>&1 | tee -a "$outPath"
+}
+pgrpres() {
+  rm -R $pgbadger_out$report_postfix
+}
+dccreate() {
+  sudo docker compose -f $COMPOSE_FILE create --force-recreate
+}
+dcstart() {
+  sudo docker compose -f $COMPOSE_FILE start
+  sleep 2
+  pginit
+}
+dcstop() {
+  sudo docker compose -f $COMPOSE_FILE stop
+}
+dcstats() {
+  sudo docker stats
+}
+for name in "$@"; do
+  case $name in
+  --rppf=*) report_postfix="${1#*=}" ;;
+  gflog) gflog ;;
+  gfconf) gfconf ;;
+  gfscript) gfscript ;;
+  gfrestart)
+    pgrpinit
+    ;;
+  pginit) pginit ;;
+  pglogls) pglogls ;;
+  pglogrm) pglogrm ;;
+  pglog) pglog ;;
+  pgconf) pgconf ;;
+  pgrestart) pgrestart ;;
+  pgrp) pgrp ;;
+  pgrpres) pgrpres ;;
+  dcinit) dccreate ;;
+  dcstart) dcstart ;;
+  dcstop) dcstop ;;
+  dcstats) dcstats ;;
+  measinit)
+    pgrpres
+    pglogrm 0
+    dccreate
+    dcstart
+    ;;
+  measres)
+    dcstop
+    pgrpres
+    pglogrm 0
+    dcstart
+    pgrp
+    pglogrm
+    ;;
+  meascall)
+    gfscript
+    pgrp
+    pglogrm
+    ;;
+  help)
+    echo "CALLING: $0 <function> [ <function>]"
+    echo "The overview of the functions of this script."
+    echo "It is allowed to enter multiple functions in one execute,"
+    echo "that would be called serialized."
+    echo "ATTENTION: parameter must be defined in front of the commands!"
+    echo ""
+    echo "*** parameter ***"
+    echo "  --rppf=<val>  Postfix name for the report-folder (used by gfscript, pgrp, pgrpres, measres, meascall)"
+    echo ""
+    echo "*** glassfish ***"
+    echo "  gflog     Show and follow the log of the glassfish server with $domain_name"
+    echo "  gfconf    Open the configuration file from glassfish server"
+    echo "  gfscript  Calls the testscript for the website"
+    echo ""
+    echo "*** postgresql ***"
+    echo "  pginit    Initialize the folder for postgresql log-folder"
+    echo "  pglogls   Show the current content of the log-folder from postgresql"
+    echo "  pglogrm   Clean the log-folder from postgresql, the newest 20 files are sill available"
+    echo "  pglog     Show and follow the last log from postgresql"
+    echo "  pgconf    Open the configuration file from postgresql"
+    echo "  pgrestart Restart the postgresql"
+    echo "  pgrp      Generate the pgbadger report from postgresql log files"
+    echo "  pgrpres   Resetet the output of pgbadger"
+    echo ""
+    echo "*** docker ***"
+    echo "  dcinit    Docker erstellen"
+    echo "  dcstart   Docker Container erstellen und starten"
+    echo "  dcstop    Docker Container stoppen und loeschen"
+    echo "  dcstats   Docker live Statistik anzeigen"
+    echo ""
+    echo "*** combine cmds ***"
+    echo "  measinit  Initialize everthing after start"
+    echo "  measres   reset data for new measuring"
+    echo "  meascall  execute one measure"
+    ;;
+  *)
+    echo >&2 "Invalid option $name"
+    exit 1
+    ;;
+  esac
+done
diff --git a/chapters/thesis/chapter04.tex b/chapters/thesis/chapter04.tex
index eea8860..d69fc50 100644
--- a/chapters/thesis/chapter04.tex
+++ b/chapters/thesis/chapter04.tex
@@ -58,11 +58,13 @@ Ebenfalls sieht man eindeutig, dass die Anzahl der Anfragen nach dem ersten Aufr
 Der Speicherbedarf steigt auch relative gleichmässig, was nicht recht ins Bild passt, da hier keine Objekte im Cache
 gehalten werden sollten.
 
+\mytodos{hier noch text einfügen, der erklärt wie die Spalten zu werten sind, also Aufrufzeit ist kürzer gleich besser}
+
 \begin{table}[h!]
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -80,6 +82,13 @@ Vor jedem weiteren Test-Lauf wurde die Domain beendet und komplett neugestartet,
 beginnen. Hierbei ist aufgefallen, dass fast immer 62 Abfragen zur Startup-Phase dazugehört haben, unabhängig von den
 konfigurierten Cache Einstellungen.
 
+Da die Abfragezeiten auf der Datenbank zu gering waren, um eine Verbesserung feststellen zu können, wurde für den
+PostgreSQL und den Payara-Server ein Docker-Container erzeugt und diese limitiert. Die Konfiguration ist im Anhang
+\ref{ap:docker_config} beschrieben.
+
+Mit dem neuen Aufbau ergeben sich nun neue Messungen. Für den Speicherbedarf wird nun nicht mehr der benutzte Speicher
+der Anwendung beobachtet, sondern die Speichernutzung des Docker-Containers für den Payara-Server.
+
 \subsection{Caching im OpenJPA}
 \label{sec:performance-checking:investigation-application:caching-openjpa}
 
@@ -99,7 +108,7 @@ werden.
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -123,7 +132,7 @@ beschleunigt werden konnte.
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -191,7 +200,7 @@ Die Cache-Einstellungen des \ac{EJB} sind in der Admin-Oberfläche des Payara-Se
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -286,7 +295,7 @@ in den Java-Objekten fast identisch sind. Und in der Datenbank sind die Anfragen
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -401,7 +410,7 @@ LEFT JOIN sitecity sc ON sc.id = d.city_id;
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -437,7 +446,7 @@ Nach dem Anpassungen haben sich dann die Werte aus \ref{tbl:measure-materialized
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -466,7 +475,7 @@ abfragt.
     \centering
     \begin{tabular}{|r|r|r|r|r|r|r|r|}
         \hline
-        & \multicolumn{3}{|c|}{Aufrufzeit} & & \multicolumn{3}{|c|}{RSS} \\
+        & \multicolumn{3}{|c|}{Aufrufzeit (ms)} & & \multicolumn{3}{|c|}{RSS (MB)} \\
         \hline
         \# & min & avg & max & Queries & davor & danach & diff \\
         \hline
@@ -493,4 +502,6 @@ Wenn man die Dokumentenliste als statische Webseiten ablegt, werden die Zugriffs
 funktionieren in statische Webseiten aber keine Suche oder eine Sortierung. Sonst müsste man für jede mögliche
 Sortierung und Suchanfrage einen Satz der Dokumentenliste als statische Webseite bereitstellen. Für die Sortierungen
 wäre das noch möglich, aber für die Suchanfragen ist dies nicht mehr möglich. Daher ist die Umstellung auf statische
-Webseiten nicht sinnvoll.
\ No newline at end of file
+Webseiten nicht sinnvoll.
+
+\mytodos{docker-file und bsopt in den Anhang packen}
\ No newline at end of file
diff --git a/thesis.pdf b/thesis.pdf
index 91d1451..b05a61c 100644
Binary files a/thesis.pdf and b/thesis.pdf differ
diff --git a/thesis.tex b/thesis.tex
index 1f85688..d488fbc 100644
--- a/thesis.tex
+++ b/thesis.tex
@@ -35,6 +35,8 @@
 % Beispiel für Inline:
 %lorem ipsum \lstinline|code| lorem ipsum
 
+\input{tools/yaml_syntax_highlighting.tex}
+
 
 %*************************************************************************
 % Bibliographies
@@ -96,6 +98,8 @@
 \part{Appendix}
 %\include{chapters/thesis/appendix01}
 \include{chapters/thesis/appendix02}
+\include{chapters/thesis/appendix03}
+\include{chapters/thesis/appendix04}
 %\include{chapters/examples/appendix02}
 %*************************************************************************
 % Other Stuff in the Back
diff --git a/tools/yaml_syntax_highlighting.tex b/tools/yaml_syntax_highlighting.tex
new file mode 100644
index 0000000..6e9fcb1
--- /dev/null
+++ b/tools/yaml_syntax_highlighting.tex
@@ -0,0 +1,45 @@
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%%%%%%%%%% YAML syntax highlighting %%%%%%%%%%%%%%%%%
+
+% http://tex.stackexchange.com/questions/152829/how-can-i-highlight-yaml-code-in-a-pretty-way-with-listings
+
+% here is a macro expanding to the name of the language
+% (handy if you decide to change it further down the road)
+\newcommand\YAMLcolonstyle{\color{red}\mdseries}
+\newcommand\YAMLkeystyle{\color{black}\bfseries}
+\newcommand\YAMLvaluestyle{\color{blue}\mdseries}
+
+\makeatletter
+
+\newcommand\language@yaml{yaml}
+
+\expandafter\expandafter\expandafter\lstdefinelanguage
+\expandafter{\language@yaml}
+{
+  keywords={true,false,null,y,n},
+  keywordstyle=\color{darkgray}\bfseries,
+  basicstyle=\YAMLkeystyle,                                 % assuming a key comes first
+  sensitive=false,
+  comment=[l]{\#},
+  morecomment=[s]{/*}{*/},
+  commentstyle=\color{purple}\ttfamily,
+  stringstyle=\YAMLvaluestyle\ttfamily,
+  moredelim=[l][\color{orange}]{\&},
+  moredelim=[l][\color{magenta}]{*},
+  moredelim=**[il][\YAMLcolonstyle{:}\YAMLvaluestyle]{:},   % switch to value style at :
+  morestring=[b]',
+  morestring=[b]",
+  literate =    {---}{{\ProcessThreeDashes}}3
+                {>}{{\textcolor{red}\textgreater}}1     
+                {|}{{\textcolor{red}\textbar}}1 
+                {\ -\ }{{\mdseries\ -\ }}3,
+}
+
+% switch to key style at EOL
+\lst@AddToHook{EveryLine}{\ifx\lst@language\language@yaml\YAMLkeystyle\fi}
+\makeatother
+
+\newcommand\ProcessThreeDashes{\llap{\color{cyan}\mdseries-{-}-}}
+
+%%%%%%%%%%% YAML syntax highlighting %%%%%%%%%%%%%%%%%
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\ No newline at end of file