bachelorThesis/report/Claudio_Maggioni_report.md

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---
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
:::
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