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@ -632,8 +632,10 @@ With more than 98\% of both CPU and memory resources used by
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non-successful tasks, it is clear the spatial resource waste is high in the 2019
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non-successful tasks, it is clear the spatial resource waste is high in the 2019
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traces.
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traces.
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\section{Analysis: Pattern and Models for Task and Job Events}
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\subsection{Unsuccessful Task Event Patterns}
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\input{figures/table_iii} % has table III and table IV in it
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\input{figures/table_iii} % has table III and table IV in it
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\input{figures/figure_5}
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Refer to figure \ref{fig:tableIII}.
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Refer to figure \ref{fig:tableIII}.
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@ -652,10 +654,7 @@ Refer to figure \ref{fig:tableIII}.
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2019 traces.
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2019 traces.
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\end{itemize}
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\end{itemize}
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\hypertarget{mean-number-of-tasks-and-event-distribution-per-job-type}{%
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\subsection{Unsuccessful Job Event Patterns}
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\subsection{Mean number of tasks and event distribution per job
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type}\label{mean-number-of-tasks-and-event-distribution-per-job-type}}
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\textbf{Observations}:
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\textbf{Observations}:
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@ -675,6 +674,8 @@ type}\label{mean-number-of-tasks-and-event-distribution-per-job-type}}
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unsuccesful
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unsuccesful
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events}\label{probability-of-task-successful-termination-given-its-unsuccesful-events}}
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events}\label{probability-of-task-successful-termination-given-its-unsuccesful-events}}
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\subsection{Conditional Probability of Task Success}
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\input{figures/figure_5}
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Refer to figure \ref{fig:figureV}.
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Refer to figure \ref{fig:figureV}.
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@ -695,6 +696,11 @@ Refer to figure \ref{fig:figureV}.
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\subsection{Correlation between task events' metadata and task
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\subsection{Correlation between task events' metadata and task
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termination}\label{correlation-between-task-events-metadata-and-task-termination}}
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termination}\label{correlation-between-task-events-metadata-and-task-termination}}
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\section{Analysis: Potential Causes of Unsuccessful Executions}
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\subsection{Event rates vs. task priority, event execution time, and machine
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concurrency.}
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\input{figures/figure_7}
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\input{figures/figure_7}
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Refer to figures \ref{fig:figureVII-a}, \ref{fig:figureVII-b}, and
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Refer to figures \ref{fig:figureVII-a}, \ref{fig:figureVII-b}, and
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@ -721,14 +727,12 @@ Refer to figures \ref{fig:figureVII-a}, \ref{fig:figureVII-b}, and
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distribution, as for all concurrency factors the kill rate is at 90\%.
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distribution, as for all concurrency factors the kill rate is at 90\%.
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\end{itemize}
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\end{itemize}
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\hypertarget{correlation-between-task-events-resource-metadata-and-task-termination}{%
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\subsection{Event Rates vs. Requested Resources, Resource Reservation, and
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\subsection{Correlation between task events' resource metadata and task
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Resource Utilization}
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termination}\label{correlation-between-task-events-resource-metadata-and-task-termination}}
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\hypertarget{correlation-between-job-events-metadata-and-job-termination}{%
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\textbf{Figure 8 tbd}
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\subsection{Correlation between job events' metadata and job
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termination}\label{correlation-between-job-events-metadata-and-job-termination}}
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\subsection{Job Rates vs. Job Size, Job Execution Time, and Machine Locality}
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\input{figures/figure_9}
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\input{figures/figure_9}
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Refer to figures \ref{fig:figureIX-a}, \ref{fig:figureIX-b}, and
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Refer to figures \ref{fig:figureIX-a}, \ref{fig:figureIX-b}, and
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