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@ -130,12 +130,33 @@ compute and save intermediate results beforehand.
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**Observations**:
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- Across all cluster almost 50% of time is spent in "unknown" transitions, i.e.
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there are some time slices that are related to a state transition that Google
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says are not "typical" transitions. This is mostly due to the trace log being
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intermittent when recording all state transitions.
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- 80% of the time spent in KILL and LOST is unknown. This is predictable, since
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both states indicate that the job execution is not stable (in particular LOST
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is used when the state logging itself is unstable)
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- From the absolute graph we see that the time "wasted" on non-finish terminated
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jobs is very significant
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- Execution is the most significant task phase, followed by queuing time and
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scheduling time ("ready" state)
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- In the absolute graph we see that a significant amount of time is spent to
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re-schedule evicted jobs ("evicted" state)
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- Cluster A has unusually high queuing times
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## task_slowdown
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\input{figures/spatial_resource_waste}
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**Observations**:
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- Most (mesasured and requested) resources are used by killed job, even more
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than in the 2011 traces.
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- Behaviour is rather homogeneous across datacenters, with the exception of
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cluster G where a lot of LOST-terminated tasks acquired 70% of both CPU and
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RAM
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## spatial_resource_waste
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## figure_7
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## figure_8
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@ -154,25 +175,4 @@ compute and save intermediate results beforehand.
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# Conclusions and future work or possible developments
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Some examples
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-------------
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**Figure [1](#fig:USILogo){reference-type="ref"
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reference="fig:USILogo"}** shows how to insert figures in the document.
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![Caption of the figure](logo-info.pdf){#fig:USILogo width="50%"}
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**Table [1](#tab:numbers){reference-type="ref"
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reference="tab:numbers"}** shows how to insert tables in the document.
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::: {#tab:numbers}
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**Col 1** **Col 2** **Col 3** **Col 4**
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----------- ----------- ----------- -----------
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1 2 3 Goofy
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4 5 6 Mickey
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: Caption of the table
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:::
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<!-- vim: set ts=2 sw=2 et tw=80: -->
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