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fix bibliography
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src/bibliography.bib

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@misc{docker,
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title = {What is Docker},
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howpublished = {\url{https://www.docker.com/what-docker}},
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author = {Docker Inc},
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author = {Docker~Inc},
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year = {2018},
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note = {Accessed: 2018-04-20}
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}
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@misc{openai2500,
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title = {Scaling Kubernetes to 2,500 Nodes},
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howpublished = {\url{https://blog.openai.com/scaling-kubernetes-to-2500-nodes/}},
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author = {Berner, Christopher},
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year = {2018},
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note = {Accessed: 2018-04-20}
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}
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@misc{vagrant,
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title = {Vagrant},
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howpublished = {\url{https://www.vagrantup.com/intro/index.html}},
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author = {HashiCorp},
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year = {2018},
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note = {Accessed: 2018-04-20}
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}
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@misc{criu,
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title = {CRIU},
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howpublished = {\url{http://criu.org}},
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author = {criu.org},
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year = {2018},
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note = {Accessed: 2018-04-20}
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}
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@misc{clickcli,
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title = {Click_},
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howpublished = {\url{http://click.pocoo.org/5/}},
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author = {Ronacher, Armin},
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year = {2018},
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note = {Accessed: 2018-04-22}
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note = {Accessed: 2018-04-22},
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year = {2018}
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}
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@misc{GoogleColabOnline2018,
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title = {Google Colab Introduction},
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howpublished = {\url{https://research.google.com/colaboratory/faq.html}},
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}
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@article{ketter2018powertac,
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title = {The 2018 Power Trading Agent Competition},
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author = {Ketter, Wolfgang and Collins, John and Weerdt, Mathijs de},
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year = {2017},
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journal = {ERIM Report Series Reference No. 2017-016-LIS}
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title = {The 2018 Power Trading Agent Competition},
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author = {Ketter, Wolfgang and Collins, John and Weerdt, Mathijs de},
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year = {2017},
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journal = {ERIM Report Series Reference No. 2017-016-LIS}
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}
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@article{schmitt2018kickstarting,

src/chaps/implementation.tex

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\subsection{Docker}
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\label{sub:docker}
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Docker allows to create isolated, transferable images that include everything an application requires to run. A
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container can be based on various distributions and many containers can run on a single server without much overhead.
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\ac{VM} technologies are often compared to containers, but \ac{VM}s abstract on a different layer. A \ac{VM} simulates
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%\section{Parallelizing environments with Kubernetes}
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\section{Using Docker to make the competition portable}%
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\label{sec:using_docker_to_make_the_competition_portable}
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\section{Creating Containers from competition components}
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\label{sec:creating_containers_from_competition_components}
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To run a competition on a local machine, one must install several components: Maven, Java 8 and all of the brokers as
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well as ones own technology stack. If the scale of this set of components exceeds the local computation power available,
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customers after each time slot is completed. Because this process may require some ressources, it is advantageous to
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first perform the prediction of the subscribed customers demands for the current time slot to pass this information to
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the wholesale component before training the model on the received meter readings. While the broker is waiting for the
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server to process a step in the game, it can perform any learning on newly received information. \footnote{The component code can be
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server to process a step in the game, it can perform any learning on newly received information \footnote{The component code can be
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found under \url{https://github.com/pascalwhoop/broker-python/tree/master/agent_components/demand}}.
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%TODO write final model structure
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\end{equation}
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%TODO DONE
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Using \ac {MDP}
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\ac {MDP} is actually with infinite states but for analytical concept, its irrelevant. Important is: Continuous states,

src/head.tex

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\usepackage{amssymb}
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\usepackage{listings}
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\input{snippets/tikz.tex}
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\usepackage[]{natbib}
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\usepackage[authoryear]{natbib}
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\usepackage{float}
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\usepackage{glossaries}
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\usepackage[hyphens]{url}

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