60 lines
1.7 KiB
TeX
60 lines
1.7 KiB
TeX
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\section{Requirements}
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Wait, what did I want to do again?
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\begin{itemize}
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\item Per-game importer (Web client, File loader, …)
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\item Analyzer modules (number crunching)
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\item Output \& Visualization (CSV, [Geo]JSON, KML, Graphs, …)
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\item Interface (Configuration)
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\begin{itemize}
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\item Expert users/researchers
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\item Staging/designing staff
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\end{itemize}
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\item Cross-game comparisons
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\item Integration of external data (questionnaire results)
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\end{itemize}
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\section{Experiment: Kibana}
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… taugt nich
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\begin{itemize}
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\item powerful timeseries database
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\item complex setup
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\item fast paced environment
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\item low spatial resolution => privacy optimized
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\end{itemize}
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\image{.85\textwidth}{../../PresTeX/images/kibana}{Game trace in Kibana}{img:kibana}
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\image{.85\textwidth}{../../PresTeX/images/kibana2}{Game trace in Kibana}{img:kibana2}
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\section{Architecture}
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Game independance:
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\begin{itemize}
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\item log importer/transformer necessary
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\end{itemize}
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\begin{itemize}
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\item Based on map-reduce
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\item Map: Analysis
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\begin{itemize}
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\item Iterate Log entries
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\item Feed log entry through analyzer queue
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\begin{itemize}
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\item Augment entries
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\item Filter entries
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\item Sequential order
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\end{itemize}
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\end{itemize}
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\item Reduce: Collect summaries from analyzers
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\begin{itemize}
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\item Rendering
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\item Post-processing, Comparison, …
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\end{itemize}
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\item standalone (indep. of any game)
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\item own client for game server (due to CORS/XSS prevention prohibiting shared use of game server assets in other host)
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\item API for integration
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\item allow load distribution
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\end{itemize}
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\image{\textwidth}{map-reduce.pdf}{Data flows}{img:flow}
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\image{\textwidth}{architecture.pdf}{archoitecure overview}{img:arch}
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