diff --git a/.gitignore b/.gitignore index 656bf23c..6c92308f 100644 --- a/.gitignore +++ b/.gitignore @@ -2,6 +2,8 @@ task_slowdown/?_state_changes.json.gz **/*.gz +**/.DS_Store + figure_9/*.parquet/ figure_9/?_task_count/ figure_9/?_machine_locality/ diff --git a/.~lock.status.ods# b/.~lock.status.ods# new file mode 100644 index 00000000..cf69a43f --- /dev/null +++ b/.~lock.status.ods# @@ -0,0 +1 @@ +,maggicl,Apple2gs.local,10.05.2021 18:02,file:///Users/maggicl/Library/Application%20Support/LibreOffice/4; \ No newline at end of file diff --git a/figure_8/figure_8.ipynb b/figure_8/figure_8.ipynb index 44f4e441..1ca171c2 100644 --- a/figure_8/figure_8.ipynb +++ b/figure_8/figure_8.ipynb @@ -3,7 +3,6 @@ { "cell_type": "code", "execution_count": 9, - "id": "black-funeral", "metadata": {}, "outputs": [], "source": [ @@ -20,7 +19,6 @@ { "cell_type": "code", "execution_count": 10, - "id": "68c2f54a-f838-4d41-af1e-d63f13f3d894", "metadata": {}, "outputs": [], "source": [ @@ -30,7 +28,6 @@ { "cell_type": "code", "execution_count": 11, - "id": "87bfcdfc-6fee-4cb5-8054-d278700bbbee", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +86,6 @@ { "cell_type": "code", "execution_count": 31, - "id": "fe6f1eb5-bf36-49b7-854f-6b9dfa51f766", "metadata": {}, "outputs": [], "source": [ @@ -124,7 +120,6 @@ { "cell_type": "code", "execution_count": 36, - "id": "2eb1f8de-81ef-4301-abd3-262fdfd29eda", "metadata": {}, "outputs": [], "source": [ @@ -150,7 +145,6 @@ { "cell_type": "code", "execution_count": 37, - "id": "a9a09b9c-4281-41f4-a069-eb954e0a018f", "metadata": {}, "outputs": [ { @@ -480,7 +474,6 @@ { "cell_type": "code", "execution_count": null, - "id": "f388dc45-2649-479d-a3dc-4ee2ccbd0bbd", "metadata": {}, "outputs": [], "source": [] @@ -488,9 +481,9 @@ ], "metadata": { "kernelspec": { - "display_name": "venv", + "display_name": "Python 3", "language": "python", - "name": "venv" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -502,7 +495,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.4" + "version": "3.8.3" } }, "nbformat": 4, diff --git a/figure_9/figure_9.ipynb b/figure_9/figure_9.ipynb index 43abae50..abd2baf9 100644 --- a/figure_9/figure_9.ipynb +++ b/figure_9/figure_9.ipynb @@ -3,7 +3,6 @@ { "cell_type": "code", "execution_count": 1, - "id": "black-funeral", "metadata": {}, "outputs": [], "source": [ @@ -20,7 +19,6 @@ { "cell_type": "code", "execution_count": 2, - "id": "68c2f54a-f838-4d41-af1e-d63f13f3d894", "metadata": {}, "outputs": [], "source": [ @@ -30,7 +28,6 @@ { "cell_type": "code", "execution_count": 15, - "id": "fe6f1eb5-bf36-49b7-854f-6b9dfa51f766", "metadata": {}, "outputs": [], "source": [ @@ -65,7 +62,6 @@ { "cell_type": "code", "execution_count": 27, - "id": "a9a09b9c-4281-41f4-a069-eb954e0a018f", "metadata": {}, "outputs": [ { @@ -419,7 +415,6 @@ { "cell_type": "code", "execution_count": null, - "id": "a81da964-f539-49df-8fa3-7b358ea642e1", "metadata": {}, "outputs": [], "source": [] @@ -427,9 +422,9 @@ ], "metadata": { "kernelspec": { - "display_name": "venv", + "display_name": "Python 3", "language": "python", - "name": "venv" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -441,7 +436,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.4" + "version": "3.8.3" } }, "nbformat": 4, diff --git a/report/Claudio_Maggioni_report.md b/report/Claudio_Maggioni_report.md new file mode 100644 index 00000000..2004dd1e --- /dev/null +++ b/report/Claudio_Maggioni_report.md @@ -0,0 +1,104 @@ +--- +documentclass: usiinfbachelorproject +title: Understanding and Comparing Unsuccessful Executions in Large Datacenters +author: Claudio Maggioni +header-includes: +- | + ```{=latex} + \captionsetup{labelfont={bf}} + %\subtitle{The (optional) subtitle} + + \versiondate{\today} + + \begin{committee} + \advisor[Universit\`a della Svizzera Italiana, + Switzerland]{Prof.}{Walter}{Binder} + \assistant[Universit\`a della Svizzera Italiana, + Switzerland]{Dr.}{Andrea}{Ros\'a} + \end{committee} + + \abstract{The project aims at comparing two different traces coming from large + 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 + unsuccessful jobs and tasks, particularly focusing on their interdependency. + Moreover, we will uncover their root causes by inspecting key workload and + system attributes such asmachine locality and concurrency level.} + ``` +--- + +Introduction +============ + +General issues +-------------- + +Latex is not so complex. If you aren't familiar with it just spend some +time in googling for latex commands (e.g. font formats, tables, figures, +items,...). + +Getting started +--------------- + +In order to use the bachelor thesis template, be sure that the following +files are present in your working directory: + +- usiinfbachelorproject.cls (The latex template) + +- logo-info.pdf (The logo figure) + +- references.bib (The references file)\ + +Compilation issues +------------------ + +If you are not familiar with Tex, I advise you to download TexShop for +Mac OS.\ +To include the references and display them in the final pdf, you have +first to typeset this file with *LaTex* (ComboBox upper left, if you use +TexShop), then with *BibTex* and finally again with *LaTex*.\ +In order to resolve figures/table/... references you have to run 2 times +the (latex) typeset. + +Document structure +------------------ + +Some basic sections: + +- Introduction (including Motivation) + +- State of the Art + +- Project requirements and analysis + +- Project design (top-down) + +- Implementation issues (bottom-up) + +- Tests (methodology, results, comments) + +- Conclusions and future work or possible developments + +Some examples +------------- + +**Figure  [1](#fig:USILogo){reference-type="ref" +reference="fig:USILogo"}** shows how to insert figures in the document. + +![Caption of the figure](logo-info.pdf){#fig:USILogo width="50%"} + +**Table  [1](#tab:numbers){reference-type="ref" +reference="tab:numbers"}** shows how to insert tables in the document. + +::: {#tab:numbers} + **Col 1** **Col 2** **Col 3** **Col 4** + ----------- ----------- ----------- ----------- + 1 2 3 Goofy + 4 5 6 Mickey + + : Caption of the table +::: + + diff --git a/report/Claudio_Maggioni_report.pdf b/report/Claudio_Maggioni_report.pdf new file mode 100644 index 00000000..e54f7ebc Binary files /dev/null and b/report/Claudio_Maggioni_report.pdf differ diff --git a/report/logo-info.pdf b/report/logo-info.pdf new file mode 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B. White}, + Title = {The Elements of Style}, + Edition = {4th}, + ISBN = {0-205-30902-X}, + Keywords = {}, + Publisher = {Longman Publishers}, + Year = {1899}} \ No newline at end of file diff --git a/report/usiinfbachelorproject.cls b/report/usiinfbachelorproject.cls new file mode 100644 index 00000000..d877c97a --- /dev/null +++ b/report/usiinfbachelorproject.cls @@ -0,0 +1,265 @@ +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% LaTeX class for the Bachelor Thesis at the Faculty of Informatics of Universita' della Svizzera Italiana +% +% Contributors: +% Andrea Adamoli, Domenico Bianculli, Michele Lanza (original design), Jochen Wuttke +% +% +% ----------------------------------------------------------------------------- +%% +%% This file is 'usiinfbachelorproject.cls' +%% +%% It may be distributed and/or modified under the conditions of the LaTeX Project Public License, either version 1.3c of this license or (at your option) any later version. The latest version of this license is in http://www.latex-project.org/lppl.txt and version 1.3c or later is part of all distributions of LaTeX version 2005/12/01 or later. + +%%% identification +\NeedsTeXFormat{LaTeX2e}[1995/12/01] +\ProvidesClass{usiinfbachelorproject}[2009/11/06 v. 1.1% + USI Informatics Bachelor Project class] +%%% initial code +\RequirePackage{xifthen} +%%% true to produce a version suitable for printing +\newboolean{@printversion} +%%% true to enable automatic loading of hyperref package +\newboolean{@hypermode} +%%% true if a subtitle is provided +\newboolean{@subtitle} +%%% declaration of options +\DeclareOption{print}{\setboolean{@printversion}{true}} + {%redefine margins to match oneside layout + } +%%% enable/disable hyperref +\DeclareOption{hyper}{\setboolean{@hypermode}{true}} +\DeclareOption{nohyper}{\setboolean{@hypermode}{false}} + +\DeclareOption{a5paper}{\OptionNotUsed} +\DeclareOption{letterpaper}{\OptionNotUsed} +\DeclareOption{b5paper}{\OptionNotUsed} +\DeclareOption{legalpaper}{\OptionNotUsed} +\DeclareOption{executivepaper}{\OptionNotUsed} +\DeclareOption{landscape}{\OptionNotUsed} +\DeclareOption{openany}{\OptionNotUsed} +\DeclareOption{twocolumn}{\OptionNotUsed} +\DeclareOption{oneside}{\OptionNotUsed} +\DeclareOption{twoside}{\OptionNotUsed} + +%%% +\DeclareOption*{% +\PassOptionsToClass{\CurrentOption}{document}% +} +%%% execution of options +\ExecuteOptions{hyper} +\ProcessOptions \relax +\typeout{*** Please report bugs, comments, suggestions, and improvements + to: } +\typeout{*** Domenico Bianculli } +%%% package loading +\LoadClass[a4paper,10pt,twoside,onecolumn,final,titlepage,top=0.2]{article} +%%% main code + +%font settings +\RequirePackage[T1]{fontenc} +\RequirePackage[charter]{mathdesign} +\RequirePackage[scaled]{beramono} +\renewcommand{\sfdefault}{uop} +\renewcommand{\scshape}{% +\not@math@alphabet\scshape\relax +\ifthenelse{\equal{\f@family}{uop}}% +{\fontshape{sc}\selectfont}% +{\fontshape{fsc}\selectfont}% +} + + +%sans-serif titles +\RequirePackage{sectsty} +\allsectionsfont{\normalfont} + +%geometry +\RequirePackage[a4paper,total={170mm,257mm}]{geometry} +\geometry{hscale=0.67} +\ifthenelse{\boolean{@printversion}}{}% +{ \geometry{asymmetric} + \geometry{bindingoffset=0pt,hmarginratio=1:1} +} + +%%% fancy headers +\RequirePackage{fancyhdr} +\setlength{\headheight}{15pt} +\fancypagestyle{cover}{% +\fancyhf{} + \fancyhead{\mbox{ }} +} +\fancypagestyle{hrulefpage}{% + \fancyhf{} + \fancyhead{\mbox{ }} + \fancyfoot[C]{\thepage} +} +%modifying captions +\RequirePackage[font=footnotesize,labelsep=period,sc]{caption} +\setlength{\captionmargin}{30pt} +%datatool +\RequirePackage{datatool} +\RequirePackage{calc} + +%commands to print empty values in the database +\newcommand{\print@blank}[1]{\ifthenelse{\equal{#1}{!blank!}}{}{#1\ }} +\newcommand{\print@empty}[1]{\ifthenelse{\equal{#1}{!blank!}}{}{#1}} + +%utilities +\newcommand{\TODO}[1]{\noindent{\textbf{TODO: #1}}} +\newcommand{\CONTRIBUTION}[1]{ +\hspace{-0.82cm} +\begin{tabular}{p{3.85cm}p{12.7cm}} +\textbf{Envisioned contribution:}&{#1} +\end{tabular} +} +\newcommand{\PATI}[1]{\vspace{0.1cm}\textbf{#1}} + +%%% populate the committee database +%%% format of the rows (name of the columns in brackets) : +%%% Title [title], First and Middle [first], Last [last], Affiliation [aff], Type ([a]dvisor, phd [d]irector, [i]nternal) [type] +\newenvironment{committee}{% +\DTLnewdb{committee} +}% +{% +\DTLsort{type,last,first,aff}{committee} +} + +\newcounter{advisors} +\newcommand*{\advisor}[4][Universit\`a della Svizzera Italiana, Switzerland]{% +\DTLnewrow{committee} +\ifthenelse{\isempty{#2}}{\DTLnewdbentry{committee}{title}{!blank!}}{% +\DTLnewdbentry{committee}{title}{#2}} +\DTLnewdbentry{committee}{first}{#3} +\DTLnewdbentry{committee}{last}{#4} +\DTLnewdbentry{committee}{aff}{#1} +\DTLnewdbentry{committee}{type}{r} +\stepcounter{advisors} +} + +\newcounter{assistants} +\newcommand*{\assistant}[4][Universit\`a della Svizzera Italiana, Switzerland]{% +\DTLnewrow{committee} +\ifthenelse{\isempty{#2}}{\DTLnewdbentry{committee}{title}{!blank!}}{% +\DTLnewdbentry{committee}{title}{#2}} +\DTLnewdbentry{committee}{first}{#3} +\DTLnewdbentry{committee}{last}{#4} +\DTLnewdbentry{committee}{aff}{#1} +\DTLnewdbentry{committee}{type}{a} +\stepcounter{assistants} +} + +%%% additional titlepage content commands +\newcommand{\subtitle}[1]{\gdef\@subtitle{#1}\setboolean{@subtitle}{true}} +\renewcommand\abstract[1]{\def\@abstract{\\#1}} +%%% submission and acceptance dates +%%% true if the dissertation has been accepted +\newboolean{@accepted} +\newcommand{\versiondate}[1]{\setboolean{@accepted}{true}\gdef\@dateaccepted{#1}} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%% TITLE PAGE %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%%%%%%%%%%%%%%%% PAGE HEADER %%%%%%%%%%%%%%%% + +\renewcommand{\maketitle}{% +\pagenumbering{Alph}\begin{titlepage} +\thispagestyle{empty} +\noindent \includegraphics[width=123mm]{logo-info.pdf} +\hspace{-0.8mm}\rule[3.6mm]{\textwidth-123mm}{0.2pt} +\vspace{-20mm} +\begin{flushright} +{\Large \textsf{Bachelor Thesis}} +\end{flushright} +\vspace{1mm} +\hfill {% +\ifthenelse{\boolean{@accepted}}{% +\textsf{\@dateaccepted}% +}{% +\textsf{Submitted on \@datesubmitted}% +}% +}\\ +\vspace{16mm} + +%%%%%%%%%%%%%%%% TITLE, SUBTITLE, AUTHOR %%%%%%%%%%%%%%%% + +%%% TITLE %%% +\noindent {\huge {\textsf{\@title}}} +%%% (OPTIONAL SUBTITLE) %%% +\ifthenelse{\boolean{@subtitle}}{ \noindent{\large \\[0.5em]\textsf{\textbf{\@subtitle}}}\\[12mm]}{\\[12mm]} +%%% AUTHOR %%% +\hfill { \Large {\textsf{\textbf{\@author}}}}\\ + +%%%%%%%%%%%%%%%% ABSTRACT %%%%%%%%%%%%%%%% + +\hrule height 0.2pt \vspace{4mm} +\noindent{{\textit{Abstract}}}\\ +\@abstract +\vfill \hrule height 0.2pt \vspace{2mm} + +%%%%%%%%%%%%%%%% ADVISOR AND ASSISTANT(S) %%%%%%%%%%%%%%%% + +\noindent\textsf{\textbf{Advisor}~} \\ +\DTLforeach*[\DTLiseq{\type}{r}]{committee} +{\actitle=title,\first=first,\last=last,\type=type}{ +\hspace{-0.1cm}\textsf{\print@blank{\actitle}\first \ \last~}% +} +\ifthenelse{\value{assistants} > 0}{\hfill \textsf{\textbf{\\Assistant}\ifthenelse{\value{assistants} > 1}{\textsf{\textbf{s}}{}}}}{}\\ +\DTLforeach*[\DTLiseq{\type}{a}]{committee}% +{\actitle=title,\first=first,\last=last,\type=type}{\DTLiffirstrow{}{, }\textsf{\print@blank{\actitle}\first \ \last}% +} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\vspace{2mm} +\hrule height 0.2pt +\vspace{5mm} + +\SIGNATURES + +\end{titlepage} +\setcounter{footnote}{0} +} + +\renewenvironment{titlepage} + {% + \cleardoublepage + \pagenumbering{arabic} + \setcounter{page}\z@ + }% + {\newpage } + {\textwidth 5cm} + +%%% put ToC, LoF, LoT and Index entries in the ToC use of \phantomsection is required for dealing with the hyperref package and depends on the nohyper option + +%%% other useful packages + +\RequirePackage{booktabs} +\RequirePackage{graphicx} +\RequirePackage{textcomp} +\RequirePackage{url} +\let\circledS\undefined% +\RequirePackage{amsmath} +%%% switch on hyperref support +\ifthenelse{\boolean{@hypermode}}{% +\RequirePackage[unicode,plainpages=false,pdfpagelabels,breaklinks]{hyperref} +\RequirePackage[all]{hypcap} + +}{} + +%%% other formatting stuff + +\renewcommand{\baselinestretch}{1.05} + +\newcommand{\SIGNATURES}{ + \begin{tabular}{ll} + \hspace{-0.82cm} + \textsf{Advisor's approval}{} + (\DTLforeach*[\DTLiseq{\type}{r}]{committee}% + {\actitle=title,\first=first,\last=last,\type=type}{% + \DTLiffirstrow{}{, }\textsf{\print@blank{\actitle}\first \ \last}):% + \hspace{4cm} + & \textsf{Date: } + } + \end{tabular} + % +} diff --git a/status.ods b/status.ods index f06eea5a..4862dc59 100644 Binary files a/status.ods and b/status.ods differ