From 158fb32041517346b7123380495046851e2da60e Mon Sep 17 00:00:00 2001 From: "Claudio Maggioni (maggicl)" Date: Sun, 13 Jun 2021 21:59:10 +0200 Subject: [PATCH] table iv mostly done --- report/Claudio_Maggioni_report.pdf | Bin 775940 -> 662560 bytes report/Claudio_Maggioni_report.tex | 331 +++++++++++++++----------- report/figures/machine_time_waste.tex | 8 +- 3 files changed, 200 insertions(+), 139 deletions(-) diff --git a/report/Claudio_Maggioni_report.pdf b/report/Claudio_Maggioni_report.pdf index cb529fc08abf556c653989be87e0dcb9002440f5..2151ab7b95490f0899e8b446194ee5b511786985 100644 GIT binary patch delta 135309 zcmZs?V{j#2@GY7XCllK?Pi)(m*qPWiPBgJOv2EM7HL-0?{C@xUs_wg0_kQWxdw=K; zUAw!w*IFG?!<^SfgG#9^F3HHk!~st^w=}#4&jL(Cy#t^_vakTT((*$AG@xP)IfnyI zl%99ZQw_LqoP=bW@>YKLC}_mGE#6aO59B8C^}k~Ua;i>ShC6$MaomdY1+XZ{C$D#z zq~#1clG=}p41Djyw?a{lYQQ0DycBk^wy{EUfp?S8iLS99Cyr#ii-HU^H6Vk7Q-c}* z-@Szi$C$qmq`1Y{U3hwZCqV^Rw#cZ-QSj!n{_L~C!SyZOUG6vwpx#hN`;lA!RMaVEci*!m6M%tY(rE6`H!$a6boN}im 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zf0?|8ceu*p5ugEk_EjfO2o-#pJb+a_z~!^KoJ8&%((JA~vm+QGP73d~IKG1&p+IWv zp*v)T$Nz~VWPyGUF@lB^-<6?{1!$GdPH|-Kk@EOVAYIBzeyqdea@C|RZNsvu$gE%c zFw7=x!`l6rULgI$B?cg9b49Sls9*oEsS=gK`lcM~%AE46quO?uishovZ2#{gI;=E> zQT+BF6E(OCax#TP<{9 diff --git a/report/Claudio_Maggioni_report.tex b/report/Claudio_Maggioni_report.tex index 91b99344..3ff16160 100644 --- a/report/Claudio_Maggioni_report.tex +++ b/report/Claudio_Maggioni_report.tex @@ -44,10 +44,10 @@ Switzerland]{Dr.}{Andrea}{Ros\'a} datacenters, focusing in particular on unsuccessful executions of jobs and tasks submitted by users. The objective of this project is to compare the resource waste caused by unsuccessful executions, their impact on application -performance, and their root causes. We will show the strong negative impact on -CPU and RAM usage and on task slowdown. We will analyze patterns of +performance, and their root causes. We show the strong negative impact on +CPU and RAM usage and on task slowdown. We analyze patterns of unsuccessful jobs and tasks, particularly focusing on their interdependency. -Moreover, we will uncover their root causes by inspecting key workload and +Moreover, we uncover their root causes by inspecting key workload and system attributes such asmachine locality and concurrency level.} \begin{document} @@ -82,24 +82,31 @@ and stored in JSONL format)\cite{google-drive-marso}, requiring a considerable amount of computational power to analyze them and the implementation of special data engineering techniques for analysis of the data. -\input{figures/machine_configs} - -An overview of the machine configurations in the cluster analyzed with the 2011 -traces and in the 8 clusters composing the 2019 traces can be found in -figure~\ref{fig:machineconfigs}. Additionally, in -figure~\ref{fig:machineconfigs-csts}, the same machine configuration data is -provided for the 2019 traces providing a cluster-by-cluster distribution of the -machines. This project aims to repeat the analysis performed in 2015 to highlight similarities and differences in workload this decade brought, and expanding the old analysis to understand even better the causes of failures and how to prevent -them. Additionally, this report will provide an overview on the data engineering +them. Additionally, this report provides an overview of the data engineering techniques used to perform the queries and analyses on the 2019 traces. \section{State of the art} - -\textbf{TBD (introduce only 2015 dsn paper)} +\begin{figure}[t] +\begin{center} +\begin{tabular}{cc} +\textbf{Cluster} & \textbf{Timezone} \\ \hline +A & America/New York \\ +B & America/Chicago \\ +C & America/New York \\ +D & America/New York \\ +E & Europe/Helsinki \\ +F & America/Chicago \\ +G & Asia/Singapore \\ +H & Europe/Brussels \\ +\end{tabular} +\end{center} +\caption{Approximate geographical location obtained from the datacenter's + timezone of each cluster in the 2019 Google Borg traces.}\label{fig:clusters} +\end{figure} In 2015, Dr.~Andrea Rosà et al.\ published a research paper titled \textit{Understanding the Dark Side of Big Data Clusters: @@ -111,6 +118,30 @@ failures. The salient conclusion of that research is that actually lots of computations performed by Google would eventually end in failure, then leading to large amounts of computational power being wasted. +However, with the release of the new 2019 traces, the results and conclusions +found by that paper could be potentially outdated in the current large-scale +computing world. The new traces not only provide updated data on Borg's +workload, but provide more data as well: the new traces contain data from 8 +different Borg ``cells'' (i.e.\ clusters) in datacenters across the world, +from now on referred as ``Cluster A'' to ``Cluster H''. + +The geographical +location of each cluster can be consulted in Figure~\ref{fig:clusters}. The +information in that table was provided by the 2019 traces +documentation\cite{google-drive-marso}. + +The new 2019 traces provide richer data even on a cluster by cluster basis. For +example, the amount and variety of server configurations per cluster increased +significantly from 2011. +An overview of the machine configurations in the cluster analyzed with the 2011 +traces and in the 8 clusters composing the 2019 traces can be found in +Figure~\ref{fig:machineconfigs}. Additionally, in +Figure~\ref{fig:machineconfigs-csts}, the same machine configuration data is +provided for the 2019 traces providing a cluster-by-cluster distribution of the +machines. + +\input{figures/machine_configs} + \section{Background information} \textit{Borg} is Google's own cluster management software able to run @@ -131,7 +162,7 @@ to large amounts of computational power being wasted. % encoded and stored in the trace as rows of various tables. Among the % information events provide, the field ``type'' provides information on the % execution status of the job or task. This field can have several values, - % which are illustrated in figure~\ref{fig:eventtypes}. + % which are illustrated in Figure~\ref{fig:eventtypes}. \subsection{Traces} @@ -161,7 +192,7 @@ status of a task itself. \bottomrule \end{tabular} \end{center} - \caption{Overview of job and task event types.}\label{fig:eventtypes} + \caption{Overview of job and task termination event types.}\label{fig:eventtypes} \end{figure} Figure~\ref{fig:eventTypes} shows the expected transitions between event @@ -226,6 +257,7 @@ The scope of this thesis focuses on the tables \texttt{machine\_configs}, \texttt{instance\_events} and \texttt{collection\_events}. + \hypertarget{remark-on-traces-size}{% \subsection{Remark on traces size}\label{remark-on-traces-size}} @@ -284,22 +316,24 @@ The chosen programming language for writing analysis scripts was Python. Spark has very powerful native Python bindings in the form of the \emph{PySpark} API, which were used to implement the various queries. - \hypertarget{query-architecture}{% \subsection{Query architecture}\label{query-architecture}} \subsubsection{Overview} In general, each query written to execute the analysis -follows a general Map-Reduce template. +follows a Map-Reduce template. Traces are first read, then parsed, and then +filtered by performing selections, +projections and computing new derived fields. -Traces are first read, then parsed, and then filtered by performing selections, -projections and computing new derived fields. After this preparation phase, the +After this preparation phase, the trace records are often passed through a \texttt{groupby()} operation, which by choosing one or many record fields sorts all the records into several ``bins'' containing records with matching values for the selected fields. Then, a map operation is applied to each bin in order to derive some aggregated property -value for each grouping. Finally, a reduce operation is applied to either +value for each grouping. + +Finally, a reduce operation is applied to either further aggregate those computed properties or to generate an aggregated data structure for storage purposes. @@ -360,12 +394,12 @@ appreciate their behaviour. One example of analysis script with average complexity and a pretty straightforward structure is the pair of scripts \texttt{task\_slowdown.py} and \texttt{task\_slowdown\_table.py} used to compute the ``task slowdown'' tables -(namely the tables in figure~\ref{fig:taskslowdown}). +(namely the tables in Figure~\ref{fig:taskslowdown}). ``Slowdown'' is a task-wise measure of wasted execution time for tasks with a \texttt{FINISH} termination type. It is computed as the total execution time of the task divided by the execution time actually needed to complete the task -(i.e. the total time of the last execution attempt, successful by definition). +(i.e.\ the total time of the last execution attempt, successful by definition). The analysis requires to compute the mean task slowdown for each task priority value, and additionally compute the percentage of tasks with successful @@ -373,7 +407,7 @@ terminations per priority. The query therefore needs to compute the execution time of each execution attempt for each task, determine if each task has successful termination or not, and finally combine this data to compute slowdown, mean slowdown and ultimately the final table found in -figure~\ref{fig:taskslowdown}. +Figure~\ref{fig:taskslowdown}. \begin{figure}[t] \hspace{-0.075\textwidth} @@ -390,7 +424,7 @@ contains (among other data) all task event logs containing properties, event types and timestamps. As already explained in the previous section, the logical table file is actually stored as several Gzip-compressed JSONL shards. This is very useful for processing purposes, since Spark is able to parse and load in -memory each shard in parallel, i.e. using all processing cores on the server +memory each shard in parallel, i.e.\ using all processing cores on the server used to run the queries. After loading the data, a selection and a projection operation are performed in @@ -424,18 +458,18 @@ Finally, the \texttt{task\_slowdown\_table.py} processes this intermediate results to compute the percentage of successful tasks per execution and computing slowdown values given the previously computed execution attempt time deltas. Finally, the mean of the computed slowdown values is computed resulting -in the clear and coincise tables found in figure~\ref{fig:taskslowdown}. +in the clear and coincise tables found in Figure~\ref{fig:taskslowdown}. \section{Analysis: Performance Input of Unsuccessful Executions} -Our first investigation focuses on replicating the methodologies used in the -2015 DSN Ros\'a et al.\ paper\cite{dsn-paper} regarding usage of machine time +Our first investigation focuses on replicating the analysis done by the paper of +Ros\'a et al.\ paper\cite{dsn-paper} regarding usage of machine time and resources. In this section we perform several analyses focusing on how machine time and -resources are wasted, by means of a temporal vs. spatial resource analysis from +resources are wasted, by means of a temporal vs.\ spatial resource analysis from the perspective of single tasks as well as jobs. We then compare the results -from the 2019 traces to the ones that were obtained in 2015 to understand the +from the 2019 traces to the ones that were obtained before to understand the workload evolution inside Borg between 2011 and 2019. We discover that the spatial and temporal impact of unsuccessful @@ -446,22 +480,38 @@ termination event. \subsection{Temporal Impact: Machine Time Waste} \input{figures/machine_time_waste} -This analysis explores how machine time is distributed over task events and -submissions. By partitioning the collection of all terminating tasks by their +The goal of this analysis is to understand how much time is spent in doing +useless computations by exploring how machine time is distributed over task +events and submissions. + +Before delving into the analysis itself, we define three kinds of events in a +task's lifecycle: + +\begin{description} + \item[submission:] when a task is added or re-added to the Borg + system queue, waiting to be scheduled; + \item[scheduling:] when a task is removed from the Borg queue and + its actual execution of potentially useful computations starts; + \item[termination:] when a task terminates its computations either + successfully or unsuccessfully. +\end{description} + +By partitioning the set of all terminating tasks by their termination event, the analysis aims to measure the total time spent by tasks in 3 different execution phases: \begin{description} -\item[resubmission time:] the total of all time deltas between every task - termination event and the immediately succeding task submission event, i.e. +\item[resubmission time:] the total of all time intervals between every task + termination event and the immediately succeding task submission event, i.e.\ the total time spent by tasks waiting to be resubmitted in Borg after a termination; -\item[queue time:] the total of all time deltas between every task submission - event and the following task scheduling event, i.e. the total time spent by +\item[queue time:] the total of all time intervals between every task submission + event and the following task scheduling event, i.e.\ the total time spent by tasks queuing before execution; -\item[running time:] the total of all time deltas between every task scheduling - event and the following task termination event, i.e. the total time spent by - tasks ``executing'' (i.e. performing useful computations) in the clusters. +\item[running time:] the total of all time intervals between every task + scheduling event and the following task termination event, i.e.\ the total + time spent by tasks ``executing'' (i.e.\ performing potentially useful + computations) in the clusters. \end{description} In the 2019 traces, an additional ``Unknown'' measure is counted. This measure @@ -470,17 +520,16 @@ events do not allow to safely assume in which execution phase a task may be. Unknown measures are mostly caused by faults and missed event writes in the task event log that was used to generate the traces. -The analysis results are depicted in figure~\ref{fig:machinetimewaste-rel} as a +The analysis results are depicted in Figure~\ref{fig:machinetimewaste-rel} as a comparison between the 2011 and 2019 traces, aggregating the data from all -clusters. Additionally, in figure~\ref{fig:machinetimewaste-rel-csts} +clusters. Additionally, in Figure~\ref{fig:machinetimewaste-rel-csts} cluster-by-cluster breakdown result is provided for the 2019 traces. The striking difference between 2011 and 2019 data is in the machine time distribution per task termination type. In the 2019 traces, 94.38\% of global machine time is spent on tasks that are eventually \texttt{KILL}ed. \texttt{FINISH}, \texttt{EVICT} and \texttt{FAIL} tasks respectively register -totals of 4.20\%, 1.18\% and 0.25\% machine time, maintaining a analogous -distribution between them to their distribution in the 2011 traces. +totals of 4.20\%, 1.18\% and 0.25\% machine time. Considering instead the distribution between execution phase times, the comparison shows very similar behaviour between the two traces, having the @@ -496,32 +545,36 @@ w.r.t.\ of accuracy of task event logging. Considering instead the behaviour of each single cluster in the 2019 traces, no significant difference beween them can be observed. The only notable difference -lies between the ``Running time``-``Unknown time'' ratio in \texttt{KILL}ed +lies between the ``Running time''-``Unknown time'' ratio in \texttt{KILL}ed tasks, which is at its highest in cluster A (at 30.78\% by 58.71\% of global machine time) and at its lowest in cluster H (at 8.06\% by 84.77\% of global machine time). +The takeaway from this analysis is that in the 2019 traces a lot of computation +time is wasted in the execution of tasks that are eventually \texttt{KILL}ed, +i.e.\ unsuccessful. + \subsection{Average Slowdown per Task} \input{figures/task_slowdown} -This analysis aims to measure the figure of ``slowdown'', which is defined as -the ratio between the response time (i.e\. queue time and running time) of the -last execution of a given task and the total response time across all -executions of said task. This metric is especially useful to analyze the impact -of unsuccesful executions on each task total execution time w.r.t.\ the intrinsic -workload (i.e.\ computational time) of tasks. +This analysis aims to measure the average of an ad-hoc defined parameter we call +``slowdown''. We define it as the ratio between the total response time across +all executions of the task and the response time (i.e.\ queue time and running +time) of the last execution of said task. This metric is especially useful to +analyze the impact of unsuccesful executions on each task total execution time +w.r.t.\ the intrinsic workload (i.e.\ computational time) of tasks. -Refer to figure~\ref{fig:taskslowdown} for a comparison between the 2011 and +Refer to Figure~\ref{fig:taskslowdown} for a comparison between the 2011 and 2019 mean task slowdown measures broke down by task priority. Additionally, said means are computed on a cluster-by-cluster basis for 2019 data in -figure~\ref{fig:taskslowdown-csts}. +Figure~\ref{fig:taskslowdown-csts}. In 2015 Ros\'a et al.\cite{dsn-paper} measured mean task slowdown per each task -priority value, which at the time were $[0,11]$ numeric values. However, -in 2019 traces, task priorities are given as a $[0,500]$ numeric value. -Therefore, to allow for an easier comparison, mean task slowdown values are -computed by task priority tier over the 2019 data. Priority tiers are -semantically relevant priority ranges defined in the Tirmazi et al. +priority value, which at the time were numeric values between 0 and 11. However, +in 2019 traces, task priorities are given as a numeric value between 0 and 500. +Therefore, to allow an easier comparison, mean task slowdown values are computed +by task priority tier over the 2019 data. Priority tiers are semantically +relevant priority ranges defined in the Tirmazi et al.\ 2020\cite{google-marso-19} that introduced the 2019 traces. Equivalent priority tiers are also provided next to the 2011 priority values in the table covering the 2015 analysis. @@ -535,9 +588,9 @@ though this column shows the mean response time across all executions. \textbf{Mean slowdown} instead provides the mean slowdown value for each task priority/tier. -Comparing the tables in figure~\ref{fig:taskslowdown} we observe that the -maximum mean slowdown measure for 2019 data (i.e.\ 7.84, for the BEB tier) is almost -double of the maximum measure in 2011 data (i.e.\ 3.39, for priority $3$ +Comparing the tables in Figure~\ref{fig:taskslowdown} we observe that the +maximum mean slowdown measure for 2019 data (i.e.\ 7.84, for the BEB tier) is +almost double of the maximum measure in 2011 data (i.e.\ 3.39, for priority $3$ corresponding to the BEB tier). The ``Best effort batch'' tier, as the name suggest, is a lower priority tier where failures are more tolerated. Therefore, due to the increased concurrency in the 2019 clusters compared to 2011 and the @@ -554,7 +607,7 @@ executions: while the mean response is overall shorter in time in the 2019 traces by an order of magnitude, the new traces show an overall significantly higher mean response time than in the 2011 data. -Across 2019 single clusters (as in figure~\ref{fig:taskslowdown-csts}), the data +Across 2019 single clusters (as in Figure~\ref{fig:taskslowdown-csts}), the data shows a mostly uniform behaviour, other than for some noteworthy mean slowdown spikes. Indeed, cluster A has 82.97 mean slowdown in the ``Free'' tier, cluster G has 19.06 and 14.57 mean slowdown in the ``BEB'' and ``Production'' @@ -573,9 +626,9 @@ Due to limited computational resources w.r.t.\ the data analysis process, the resource usage for clusters E to H in the 2019 traces is missing. However, a comparison between 2011 resource usage and the aggregated resource usage of clusters A to D in the 2019 traces can be found in -figure~\ref{fig:spatialresourcewaste-actual}. Additionally, a +Figure~\ref{fig:spatialresourcewaste-actual}. Additionally, a cluster-by-cluster breakdown for the 2019 data can be found in -figure~\ref{fig:spatialresourcewaste-actual-csts}. +Figure~\ref{fig:spatialresourcewaste-actual-csts}. From these figures it is clear that, compared to the relatively even distribution of used resources in the 2011 traces, the distribution of resources @@ -586,14 +639,14 @@ all other task termination types have a significantly lower resource usage: \texttt{EVICT}ed, \texttt{FAIL}ed and \texttt{FINISH}ed tasks register respectively 8.53\%, 3.17\% and 2.02\% CPU usage and 9.03\%, 4.45\%, and 1.66\% memory usage. This resource distribution can also be found in the data from individual -clusters in figure~\ref{fig:spatialresourcewaste-actual-csts}, with always more +clusters in Figure~\ref{fig:spatialresourcewaste-actual-csts}, with always more than 80\% of resources devoted to \texttt{KILL}ed tasks. Considering now requested resources instead of used ones, a comparison between 2011 and the aggregation of all A-H clusters of the 2019 traces can be found in -figure~\ref{fig:spatialresourcewaste-requested}. Additionally, a +Figure~\ref{fig:spatialresourcewaste-requested}. Additionally, a cluster-by-cluster breakdown for single 2019 clusters can be found in -figure~\ref{fig:spatialresourcewaste-requested-csts}. +Figure~\ref{fig:spatialresourcewaste-requested-csts}. Here \texttt{KILL}ed jobs dominate even more the distribution of resources, reaching a global 97.21\% of CPU allocation and a global 96.89\% of memory @@ -603,7 +656,7 @@ respective CPU allocation figures of 2.73\%, 0.06\% and 0.0012\% and memory allocation figures of 3.04\%, 0.06\% and 0.012\%. Behaviour across clusters (as -evinced in figure~\ref{fig:spatialresourcewaste-requested-csts}) in terms of +evinced in Figure~\ref{fig:spatialresourcewaste-requested-csts}) in terms of requested resources is pretty homogeneous, with the exception of cluster A having a relatively high 2.85\% CPU and 3.42\% memory resource requests from \texttt{EVICT}ed tasks and cluster E having a noteworthy 1.67\% CPU and 1.31\% @@ -626,7 +679,6 @@ probabilities based on the number of task termination events of a specific type. Finally, Section~\ref{tabIV-section} aims to find similar correlations, but at the job level. - The results found the the 2019 traces seldomly show the same patterns in terms of task events and job/task distributions, in particular highlighting again the overall non-trivial impact of \texttt{KILL} events, no matter the task and job @@ -640,9 +692,9 @@ the task-level events, namely \texttt{EVICT}, \texttt{FAIL}, \texttt{FINISH} and \texttt{KILL} termination events. A comparison of the termination event distribution between the 2011 and 2019 -traces is shown in figure~\ref{fig:tableIII}. Additionally, a cluster-by-cluster +traces is shown in Figure~\ref{fig:tableIII}. Additionally, a cluster-by-cluster breakdown of the same data for the 2019 traces is shown in -figure~\ref{fig:tableIII-csts}. +Figure~\ref{fig:tableIII-csts}. Each table from these figure shows the mean and the 95-th percentile of the number of termination events per task, broke down by task termination. In @@ -666,7 +718,7 @@ jobs and their \texttt{EVICT} events (1.876 on average per task with a 8.763 event overall average). Considering cluster-by-cluster behaviour in the 2019 traces (as reported in -figure~\ref{fig:tableIII-csts}) the general observations still hold for each +Figure~\ref{fig:tableIII-csts}) the general observations still hold for each cluster, albeit with event count averages having different magnitudes. Notably, cluster E registers the highest per-event average, with \texttt{FAIL}ed tasks experiencing 111.471 \texttt{FAIL} events out of \texttt{112.384}. @@ -681,11 +733,11 @@ given number of unsuccessful events could affect the termination of the task it belongs to. Conditional probabilities of each unsuccessful event type are shown in the form -of a plot in figure~\ref{fig:figureV}, comparing the 2011 traces with the -overall data from the 2019 ones, and in figure~\ref{fig:figureV-csts}, as a +of a plot in Figure~\ref{fig:figureV}, comparing the 2011 traces with the +overall data from the 2019 ones, and in Figure~\ref{fig:figureV-csts}, as a cluster-by-cluster breakdown of the same data for the 2019 traces. -In figure~\ref{fig:figureV} the 2011 and 2019 plots differ in their x-axis: +In Figure~\ref{fig:figureV} the 2011 and 2019 plots differ in their x-axis: for 2011 data conditional probabilities are computed for a maximum event coun t of 30, while for 2019 data are computed for up to 50 events of a specific kind. Nevertheless, another quite striking difference between the two plots can @@ -705,7 +757,7 @@ The \texttt{FAIL} probability curve has instead 18.55\%, 1.79\%, 14.49\%, 2.08\%, 2.40\%, and 1.29\% success probabilities for the same range. Considering cluster-to-cluster behaviour in the 2019 traces (as shown in -figure~\ref{fig:figureV-csts}), some clusters show quite similar behaviour to +Figure~\ref{fig:figureV-csts}), some clusters show quite similar behaviour to the aggregated plot (namely clusters A, F, and H), while some other clusters show very oscillating probability distribution function curves for \texttt{EVICT} and \texttt{FINISH} curves. \texttt{KILL} behaviour is instead @@ -714,15 +766,15 @@ homogeneous even on a single cluster basis. \subsection{Unsuccessful Job Event Patterns}\label{tabIV-section} \input{figures/table_iv} -This analysis uses very similar techniques to the ones used in +The analysis uses very similar techniques to the ones used in Section~\ref{tabIII-section}, but focusing at the job level instead. The aim is to better understand the task-job level relationship and to understand how task-level termination events can influence the termination state of a job. A comparison of the analyzed parameters between the 2011 and 2019 -traces is shown in figure~\ref{fig:tableIV}. Additionally, a cluster-by-cluster +traces is shown in Figure~\ref{fig:tableIV}. Additionally, a cluster-by-cluster breakdown of the same data for the 2019 traces is shown in -figure~\ref{fig:tableIV-csts}. +Figure~\ref{fig:tableIV-csts}. Considering the distribution of number of tasks in a job, the 2019 traces show a decrease for the mean figure (e.g.\ for \texttt{FAIL}ed jobs, with a mean 60.5 @@ -740,7 +792,7 @@ the \texttt{FINISH}ed job category has a new event distribution too, with \texttt{FINISH} task events being the most popular at 1.778 events per job in the 2019 traces. -The cluster-by-cluster comparison in figure~\ref{fig:tableIV-csts} shows that +The cluster-by-cluster comparison in Figure~\ref{fig:tableIV-csts} shows that the number of tasks per job are generally distributed similarly to the aggregated data, with only cluster H having remarkably low mean and 95-th percentiles overall. Event-wise, for \texttt{EVICT}ed, \texttt{FINISH}ed, @@ -749,73 +801,82 @@ one. For some clusters (namely B, C, and D), the mean number of \texttt{FAIL} a \texttt{KILL} task events for \texttt{FINISH}ed jobs is almost the same. Additionally, it is noteworthy that cluster A has no \texttt{EVICT}ed jobs. -\section{Analysis: Potential Causes of Unsuccessful Executions} +% \section{Analysis: Potential Causes of Unsuccessful Executions} -\subsection{Event rates vs. task priority, event execution time, and machine -concurrency.} +% The aim of this section is to analyze several task-level and job-level +% parameters in order to find correlations with the success of an execution. By +% using the tecniques used in Section V of the Rosa\' et al.\ +% paper\cite{dsn-paper} we analyze +% task events' metadata, the use of CPU and Memory resources at the task level, +% and job metadata respectively in Section~\ref{fig7-section}, +% Section~\ref{fig8-section} and Section~\ref{fig9-section}. -\input{figures/figure_7} +% \subsection{Event rates vs.\ task priority, event execution time, and machine +% concurrency.}\label{fig7-section} -Refer to figures \ref{fig:figureVII-a}, \ref{fig:figureVII-b}, and -\ref{fig:figureVII-c}. +% \input{figures/figure_7} -\textbf{Observations}: +% Refer to figures \ref{fig:figureVII-a}, \ref{fig:figureVII-b}, and +% \ref{fig:figureVII-c}. -\begin{itemize} -\item - No smooth curves in this figure either, unlike 2011 traces -\item - The behaviour of curves for 7a (priority) is almost the opposite of - 2011, i.e. in-between priorities have higher kill rates while - priorities at the extremum have lower kill rates. This could also be - due bt the inherent distribution of job terminations; -\item - Event execution time curves are quite different than 2011, here it - seems there is a good correlation between short task execution times - and finish event rates, instead of the U shape curve in 2015 DSN -\item - In figure \ref{fig:figureVII-b} cluster behaviour seems quite uniform -\item - Machine concurrency seems to play little role in the event termination - distribution, as for all concurrency factors the kill rate is at 90\%. -\end{itemize} +% \textbf{Observations}: -\subsection{Event Rates vs. Requested Resources, Resource Reservation, and -Resource Utilization} -\input{figures/figure_8} +% \begin{itemize} +% \item +% No smooth curves in this figure either, unlike 2011 traces +% \item +% The behaviour of curves for 7a (priority) is almost the opposite of +% 2011, i.e. in-between priorities have higher kill rates while +% priorities at the extremum have lower kill rates. This could also be +% due bt the inherent distribution of job terminations; +% \item +% Event execution time curves are quite different than 2011, here it +% seems there is a good correlation between short task execution times +% and finish event rates, instead of the U shape curve in 2015 DSN +% \item +% In figure \ref{fig:figureVII-b} cluster behaviour seems quite uniform +% \item +% Machine concurrency seems to play little role in the event termination +% distribution, as for all concurrency factors the kill rate is at 90\%. +% \end{itemize} -Refer to figure~\ref{fig:figureVIII-a}, figure~\ref{fig:figureVIII-a-csts} -figure~\ref{fig:figureVIII-b}, figure~\ref{fig:figureVIII-b-csts} -figure~\ref{fig:figureVIII-c}, figure~\ref{fig:figureVIII-c-csts} -figure~\ref{fig:figureVIII-d}, figure~\ref{fig:figureVIII-d-csts} -figure~\ref{fig:figureVIII-e}, figure~\ref{fig:figureVIII-e-csts} -figure~\ref{fig:figureVIII-f}, and figure~\ref{fig:figureVIII-f-csts}. +% \subsection{Event Rates vs. Requested Resources, Resource Reservation, and +% Resource Utilization}\label{fig8-section} +% \input{figures/figure_8} -\subsection{Job Rates vs. Job Size, Job Execution Time, and Machine Locality} -\input{figures/figure_9} +% Refer to Figure~\ref{fig:figureVIII-a}, Figure~\ref{fig:figureVIII-a-csts} +% Figure~\ref{fig:figureVIII-b}, Figure~\ref{fig:figureVIII-b-csts} +% Figure~\ref{fig:figureVIII-c}, Figure~\ref{fig:figureVIII-c-csts} +% Figure~\ref{fig:figureVIII-d}, Figure~\ref{fig:figureVIII-d-csts} +% Figure~\ref{fig:figureVIII-e}, Figure~\ref{fig:figureVIII-e-csts} +% Figure~\ref{fig:figureVIII-f}, and Figure~\ref{fig:figureVIII-f-csts}. -Refer to figures \ref{fig:figureIX-a}, \ref{fig:figureIX-b}, and -\ref{fig:figureIX-c}. +% \subsection{Job Rates vs. Job Size, Job Execution Time, and Machine Locality +% }\label{fig9-section} +% \input{figures/figure_9} -\textbf{Observations}: +% Refer to figures \ref{fig:figureIX-a}, \ref{fig:figureIX-b}, and +% \ref{fig:figureIX-c}. -\begin{itemize} -\item - Behaviour between cluster varies a lot -\item - There are no ``smooth'' gradients in the various curves unlike in the - 2011 traces -\item - Killed jobs have higher event rates in general, and overall dominate - all event rates measures -\item - There still seems to be a correlation between short execution job - times and successfull final termination, and likewise for kills and - higher job terminations -\item - Across all clusters, a machine locality factor of 1 seems to lead to - the highest success event rate -\end{itemize} +% \textbf{Observations}: + +% \begin{itemize} +% \item +% Behaviour between cluster varies a lot +% \item +% There are no ``smooth'' gradients in the various curves unlike in the +% 2011 traces +% \item +% Killed jobs have higher event rates in general, and overall dominate +% all event rates measures +% \item +% There still seems to be a correlation between short execution job +% times and successfull final termination, and likewise for kills and +% higher job terminations +% \item +% Across all clusters, a machine locality factor of 1 seems to lead to +% the highest success event rate +% \end{itemize} \section{Conclusions, Future Work and Possible Developments} \textbf{TBD} diff --git a/report/figures/machine_time_waste.tex b/report/figures/machine_time_waste.tex index f23e515f..b79d9428 100644 --- a/report/figures/machine_time_waste.tex +++ b/report/figures/machine_time_waste.tex @@ -9,8 +9,8 @@ \begin{figure}[p] \machinetimewaste[1]{2011 data}{cluster_2011.pgf} \machinetimewaste[1]{2019 data}{cluster_all.pgf} -\caption{Relative task time (in milliseconds) spent in each execution phase -w.r.t. task termination in 2011 and 2019 traces. X axis shows task termination type, +\caption{Relative task time spent in each execution phase + w.r.t.\ task termination in 2011 and 2019 (all clusters aggregated) traces. The x-axis shows task termination type, Y axis shows total time \% spent. Colors break down the time in execution phases. ``Unknown'' execution times are 2019 specific and correspond to event time transitions that are not consider ``typical'' by Google.}\label{fig:machinetimewaste-rel} \end{figure} @@ -24,6 +24,6 @@ Y axis shows total time \% spent. Colors break down the time in execution phases \machinetimewaste{Cluster F}{cluster_f.pgf} \machinetimewaste{Cluster G}{cluster_g.pgf} \machinetimewaste{Cluster H}{cluster_h.pgf} -\caption{Relative task time (in milliseconds) spent in each execution phase w.r.t. clusters in the -2019 trace. Refer to figure~\ref{fig:machinetimewaste-rel} for axes description.}\label{fig:machinetimewaste-rel-csts} +\caption{Relative task time spent in each execution phase w.r.t. clusters in the +2019 trace. Refer to Figure~\ref{fig:machinetimewaste-rel} for axes description.}\label{fig:machinetimewaste-rel-csts} \end{figure}