diff --git a/publication_in_acm_format/I_use_the_sigplan_template.txt b/publication_in_acm_format/I_use_the_sigplan_template.txt
deleted file mode 100755
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/publication_in_acm_format/fitsAll/abstract.aux b/publication_in_acm_format/fitsAll/abstract.aux
deleted file mode 100755
index bd9c4ceb72dab644e8e9269f4170eb2afa2d9785..0000000000000000000000000000000000000000
--- a/publication_in_acm_format/fitsAll/abstract.aux
+++ /dev/null
@@ -1,35 +0,0 @@
-\relax 
-\providecommand\hyper@newdestlabel[2]{}
-\@setckpt{abstract}{
-\setcounter{page}{1}
-\setcounter{equation}{0}
-\setcounter{enumi}{0}
-\setcounter{enumii}{0}
-\setcounter{enumiii}{0}
-\setcounter{enumiv}{0}
-\setcounter{footnote}{0}
-\setcounter{mpfootnote}{0}
-\setcounter{parentequation}{0}
-\setcounter{part}{0}
-\setcounter{section}{0}
-\setcounter{subsection}{0}
-\setcounter{subsubsection}{0}
-\setcounter{paragraph}{0}
-\setcounter{subparagraph}{0}
-\setcounter{figure}{0}
-\setcounter{table}{0}
-\setcounter{NAT@ctr}{0}
-\setcounter{section@level}{0}
-\setcounter{Item}{0}
-\setcounter{Hfootnote}{0}
-\setcounter{bookmark@seq@number}{0}
-\setcounter{footnoteauthorsaddresses}{0}
-\setcounter{footnotecopyrightpermission}{0}
-\setcounter{caption@flags}{0}
-\setcounter{continuedfloat}{0}
-\setcounter{float@type}{8}
-\setcounter{sidebar}{0}
-\setcounter{@concepts}{4}
-\setcounter{AM@survey}{0}
-\setcounter{theorem}{0}
-}
diff --git a/publication_in_acm_format/fitsAll/abstract.tex b/publication_in_acm_format/fitsAll/abstract.tex
deleted file mode 100755
index e03c7b4bea17a2975cc3c80b35f90dd6a79decab..0000000000000000000000000000000000000000
--- a/publication_in_acm_format/fitsAll/abstract.tex
+++ /dev/null
@@ -1,6 +0,0 @@
-%%
-%% The abstract is a short summary of the work to be presented in the
-%% article.
-\begin{abstract}
-   TO DO
-  \end{abstract}
\ No newline at end of file
diff --git a/publication_in_acm_format/fitsAll/comment.cut b/publication_in_acm_format/fitsAll/comment.cut
deleted file mode 100755
index 5b2dff9f25353b62ffade8be6aed59a3b6bf7131..0000000000000000000000000000000000000000
--- a/publication_in_acm_format/fitsAll/comment.cut
+++ /dev/null
@@ -1 +0,0 @@
-To Robert, for the bagels and explaining CMYK and color spaces.
diff --git a/publication_in_acm_format/fitsAll/design.aux b/publication_in_acm_format/fitsAll/design.aux
deleted file mode 100755
index d563f2ec1a63ed11bafcbaf813564a2c8e710fef..0000000000000000000000000000000000000000
--- a/publication_in_acm_format/fitsAll/design.aux
+++ /dev/null
@@ -1,35 +0,0 @@
-\relax 
-\providecommand\hyper@newdestlabel[2]{}
-\@setckpt{design}{
-\setcounter{page}{3}
-\setcounter{equation}{0}
-\setcounter{enumi}{0}
-\setcounter{enumii}{0}
-\setcounter{enumiii}{0}
-\setcounter{enumiv}{0}
-\setcounter{footnote}{0}
-\setcounter{mpfootnote}{0}
-\setcounter{parentequation}{0}
-\setcounter{part}{0}
-\setcounter{section}{1}
-\setcounter{subsection}{0}
-\setcounter{subsubsection}{0}
-\setcounter{paragraph}{0}
-\setcounter{subparagraph}{0}
-\setcounter{figure}{1}
-\setcounter{table}{0}
-\setcounter{NAT@ctr}{0}
-\setcounter{section@level}{1}
-\setcounter{Item}{0}
-\setcounter{Hfootnote}{0}
-\setcounter{bookmark@seq@number}{2}
-\setcounter{footnoteauthorsaddresses}{0}
-\setcounter{footnotecopyrightpermission}{0}
-\setcounter{caption@flags}{2}
-\setcounter{continuedfloat}{0}
-\setcounter{float@type}{8}
-\setcounter{sidebar}{0}
-\setcounter{@concepts}{0}
-\setcounter{AM@survey}{0}
-\setcounter{theorem}{0}
-}
diff --git a/publication_in_acm_format/fitsAll/design.tex b/publication_in_acm_format/fitsAll/design.tex
deleted file mode 100755
index 6c24d3fed91aaebe008ae7c845cf9a25d3c09fa1..0000000000000000000000000000000000000000
--- a/publication_in_acm_format/fitsAll/design.tex
+++ /dev/null
@@ -1,488 +0,0 @@
-
-\begin{comment}
-\section{Template Overview}
-As noted in the introduction, the ``\verb|acmart|'' document class can
-be used to prepare many different kinds of documentation --- a
-double-blind initial submission of a full-length technical paper, a
-two-page SIGGRAPH Emerging Technologies abstract, a ``camera-ready''
-journal article, a SIGCHI Extended Abstract, and more --- all by
-selecting the appropriate {\itshape template style} and {\itshape
-  template parameters}.
-
-This document will explain the major features of the document
-class. For further information, the {\itshape \LaTeX\ User's Guide} is
-available from
-\url{https://www.acm.org/publications/proceedings-template}.
-
-\subsection{Template Styles}
-
-The primary parameter given to the ``\verb|acmart|'' document class is
-the {\itshape template style} which corresponds to the kind of publication
-or SIG publishing the work. This parameter is enclosed in square
-brackets and is a part of the {\verb|documentclass|} command:
-\begin{verbatim}
-  \documentclass[STYLE]{acmart}
-\end{verbatim}
-
-Journals use one of three template styles. All but three ACM journals
-use the {\verb|acmsmall|} template style:
-\begin{itemize}
-\item {\texttt{acmsmall}}: The default journal template style.
-\item {\texttt{acmlarge}}: Used by JOCCH and TAP.
-\item {\texttt{acmtog}}: Used by TOG.
-\end{itemize}
-
-The majority of conference proceedings documentation will use the {\verb|acmconf|} template style.
-\begin{itemize}
-\item {\texttt{acmconf}}: The default proceedings template style.
-\item{\texttt{sigchi}}: Used for SIGCHI conference articles.
-\item{\texttt{sigplan}}: Used for SIGPLAN conference articles.
-\end{itemize}
-
-\subsection{Template Parameters}
-
-In addition to specifying the {\itshape template style} to be used in
-formatting your work, there are a number of {\itshape template parameters}
-which modify some part of the applied template style. A complete list
-of these parameters can be found in the {\itshape \LaTeX\ User's Guide.}
-
-Frequently-used parameters, or combinations of parameters, include:
-\begin{itemize}
-\item {\texttt{anonymous,review}}: Suitable for a ``double-blind''
-  conference submission. Anonymizes the work and includes line
-  numbers. Use with the \texttt{\acmSubmissionID} command to print the
-  submission's unique ID on each page of the work.
-\item{\texttt{authorversion}}: Produces a version of the work suitable
-  for posting by the author.
-\item{\texttt{screen}}: Produces colored hyperlinks.
-\end{itemize}
-
-This document uses the following string as the first command in the
-source file:
-\begin{verbatim}
-\documentclass[sigplan,screen]{acmart}
-\end{verbatim}
-
-\section{Modifications}
-
-Modifying the template --- including but not limited to: adjusting
-margins, typeface sizes, line spacing, paragraph and list definitions,
-and the use of the \verb|\vspace| command to manually adjust the
-vertical spacing between elements of your work --- is not allowed.
-
-{\bfseries Your document will be returned to you for revision if
-  modifications are discovered.}
-
-\section{Typefaces}
-
-The ``\verb|acmart|'' document class requires the use of the
-``Libertine'' typeface family. Your \TeX\ installation should include
-this set of packages. Please do not substitute other typefaces. The
-``\verb|lmodern|'' and ``\verb|ltimes|'' packages should not be used,
-as they will override the built-in typeface families.
-
-\section{Title Information}
-
-The title of your work should use capital letters appropriately -
-\url{https://capitalizemytitle.com/} has useful rules for
-capitalization. Use the {\verb|title|} command to define the title of
-your work. If your work has a subtitle, define it with the
-{\verb|subtitle|} command.  Do not insert line breaks in your title.
-
-If your title is lengthy, you must define a short version to be used
-in the page headers, to prevent overlapping text. The \verb|title|
-command has a ``short title'' parameter:
-\begin{verbatim}
-  \title[short title]{full title}
-\end{verbatim}
-
-\section{Authors and Affiliations}
-
-Each author must be defined separately for accurate metadata
-identification.  As an exception, multiple authors may share one
-affiliation. Authors' names should not be abbreviated; use full first
-names wherever possible. Include authors' e-mail addresses whenever
-possible.
-
-Grouping authors' names or e-mail addresses, or providing an ``e-mail
-alias,'' as shown below, is not acceptable:
-\begin{verbatim}
-  \author{Brooke Aster, David Mehldau}
-  \email{dave,judy,steve@university.edu}
-  \email{firstname.lastname@phillips.org}
-\end{verbatim}
-
-The \verb|authornote| and \verb|authornotemark| commands allow a note
-to apply to multiple authors --- for example, if the first two authors
-of an article contributed equally to the work.
-
-If your author list is lengthy, you must define a shortened version of
-the list of authors to be used in the page headers, to prevent
-overlapping text. The following command should be placed just after
-the last \verb|\author{}| definition:
-\begin{verbatim}
-  \renewcommand{\shortauthors}{McCartney, et al.}
-\end{verbatim}
-Omitting this command will force the use of a concatenated list of all
-of the authors' names, which may result in overlapping text in the
-page headers.
-
-The article template's documentation, available at
-\url{https://www.acm.org/publications/proceedings-template}, has a
-complete explanation of these commands and tips for their effective
-use.
-
-Note that authors' addresses are mandatory for journal articles.
-
-\section{Rights Information}
-
-Authors of any work published by ACM will need to complete a rights
-form. Depending on the kind of work, and the rights management choice
-made by the author, this may be copyright transfer, permission,
-license, or an OA (open access) agreement.
-
-Regardless of the rights management choice, the author will receive a
-copy of the completed rights form once it has been submitted. This
-form contains \LaTeX\ commands that must be copied into the source
-document. When the document source is compiled, these commands and
-their parameters add formatted text to several areas of the final
-document:
-\begin{itemize}
-\item the ``ACM Reference Format'' text on the first page.
-\item the ``rights management'' text on the first page.
-\item the conference information in the page header(s).
-\end{itemize}
-
-Rights information is unique to the work; if you are preparing several
-works for an event, make sure to use the correct set of commands with
-each of the works.
-
-The ACM Reference Format text is required for all articles over one
-page in length, and is optional for one-page articles (abstracts).
-
-\section{CCS Concepts and User-Defined Keywords}
-
-Two elements of the ``acmart'' document class provide powerful
-taxonomic tools for you to help readers find your work in an online
-search.
-
-The ACM Computing Classification System ---
-\url{https://www.acm.org/publications/class-2012} --- is a set of
-classifiers and concepts that describe the computing
-discipline. Authors can select entries from this classification
-system, via \url{https://dl.acm.org/ccs/ccs.cfm}, and generate the
-commands to be included in the \LaTeX\ source.
-
-User-defined keywords are a comma-separated list of words and phrases
-of the authors' choosing, providing a more flexible way of describing
-the research being presented.
-
-CCS concepts and user-defined keywords are required for for all
-articles over two pages in length, and are optional for one- and
-two-page articles (or abstracts).
-
-\section{Sectioning Commands}
-
-Your work should use standard \LaTeX\ sectioning commands:
-\verb|section|, \verb|subsection|, \verb|subsubsection|, and
-\verb|paragraph|. They should be numbered; do not remove the numbering
-from the commands.
-
-Simulating a sectioning command by setting the first word or words of
-a paragraph in boldface or italicized text is {\bfseries not allowed.}
-
-\section{Tables}
-
-The ``\verb|acmart|'' document class includes the ``\verb|booktabs|''
-package --- \url{https://ctan.org/pkg/booktabs} --- for preparing
-high-quality tables.
-
-Table captions are placed {\itshape above} the table.
-
-Because tables cannot be split across pages, the best placement for
-them is typically the top of the page nearest their initial cite.  To
-ensure this proper ``floating'' placement of tables, use the
-environment \textbf{table} to enclose the table's contents and the
-table caption.  The contents of the table itself must go in the
-\textbf{tabular} environment, to be aligned properly in rows and
-columns, with the desired horizontal and vertical rules.  Again,
-detailed instructions on \textbf{tabular} material are found in the
-\textit{\LaTeX\ User's Guide}.
-
-Immediately following this sentence is the point at which
-Table~\ref{tab:freq} is included in the input file; compare the
-placement of the table here with the table in the printed output of
-this document.
-
-\begin{table}
-  \caption{Frequency of Special Characters}
-  \label{tab:freq}
-  \begin{tabular}{ccl}
-    \toprule
-    Non-English or Math&Frequency&Comments\\
-    \midrule
-    \O & 1 in 1,000& For Swedish names\\
-    $\pi$ & 1 in 5& Common in math\\
-    \$ & 4 in 5 & Used in business\\
-    $\Psi^2_1$ & 1 in 40,000& Unexplained usage\\
-  \bottomrule
-\end{tabular}
-\end{table}
-
-To set a wider table, which takes up the whole width of the page's
-live area, use the environment \textbf{table*} to enclose the table's
-contents and the table caption.  As with a single-column table, this
-wide table will ``float'' to a location deemed more
-desirable. Immediately following this sentence is the point at which
-Table~\ref{tab:commands} is included in the input file; again, it is
-instructive to compare the placement of the table here with the table
-in the printed output of this document.
-
-\begin{table*}
-  \caption{Some Typical Commands}
-  \label{tab:commands}
-  \begin{tabular}{ccl}
-    \toprule
-    Command &A Number & Comments\\
-    \midrule
-    \texttt{{\char'134}author} & 100& Author \\
-    \texttt{{\char'134}table}& 300 & For tables\\
-    \texttt{{\char'134}table*}& 400& For wider tables\\
-    \bottomrule
-  \end{tabular}
-\end{table*}
-
-Always use midrule to separate table header rows from data rows, and
-use it only for this purpose. This enables assistive technologies to
-recognise table headers and support their users in navigating tables
-more easily.
-
-\section{Math Equations}
-You may want to display math equations in three distinct styles:
-inline, numbered or non-numbered display.  Each of the three are
-discussed in the next sections.
-
-\subsection{Inline (In-text) Equations}
-A formula that appears in the running text is called an inline or
-in-text formula.  It is produced by the \textbf{math} environment,
-which can be invoked with the usual
-\texttt{{\char'134}begin\,\ldots{\char'134}end} construction or with
-the short form \texttt{\$\,\ldots\$}. You can use any of the symbols
-and structures, from $\alpha$ to $\omega$, available in
-\LaTeX~\cite{Lamport:LaTeX}; this section will simply show a few
-examples of in-text equations in context. Notice how this equation:
-\begin{math}
-  \lim_{n\rightarrow \infty}x=0
-\end{math},
-set here in in-line math style, looks slightly different when
-set in display style.  (See next section).
-
-\subsection{Display Equations}
-A numbered display equation---one set off by vertical space from the
-text and centered horizontally---is produced by the \textbf{equation}
-environment. An unnumbered display equation is produced by the
-\textbf{displaymath} environment.
-
-Again, in either environment, you can use any of the symbols and
-structures available in \LaTeX\@; this section will just give a couple
-of examples of display equations in context.  First, consider the
-equation, shown as an inline equation above:
-\begin{equation}
-  \lim_{n\rightarrow \infty}x=0
-\end{equation}
-Notice how it is formatted somewhat differently in
-the \textbf{displaymath}
-environment.  Now, we'll enter an unnumbered equation:
-\begin{displaymath}
-  \sum_{i=0}^{\infty} x + 1
-\end{displaymath}
-and follow it with another numbered equation:
-\begin{equation}
-  \sum_{i=0}^{\infty}x_i=\int_{0}^{\pi+2} f
-\end{equation}
-just to demonstrate \LaTeX's able handling of numbering.
-
-\section{Figures}
-
-The ``\verb|figure|'' environment should be used for figures. One or
-more images can be placed within a figure. If your figure contains
-third-party material, you must clearly identify it as such, as shown
-in the example below.
-\begin{figure}[h]
-  \centering
-  \includegraphics[width=\linewidth]{sample-franklin}
-  \caption{1907 Franklin Model D roadster. Photograph by Harris \&
-    Ewing, Inc. [Public domain], via Wikimedia
-    Commons. (\url{https://goo.gl/VLCRBB}).}
-  \Description{A woman and a girl in white dresses sit in an open car.}
-\end{figure}
-
-Your figures should contain a caption which describes the figure to
-the reader.
-
-Figure captions are placed {\itshape below} the figure.
-
-Every figure should also have a figure description unless it is purely
-decorative. These descriptions convey what’s in the image to someone
-who cannot see it. They are also used by search engine crawlers for
-indexing images, and when images cannot be loaded.
-
-A figure description must be unformatted plain text less than 2000
-characters long (including spaces).  {\bfseries Figure descriptions
-  should not repeat the figure caption – their purpose is to capture
-  important information that is not already provided in the caption or
-  the main text of the paper.} For figures that convey important and
-complex new information, a short text description may not be
-adequate. More complex alternative descriptions can be placed in an
-appendix and referenced in a short figure description. For example,
-provide a data table capturing the information in a bar chart, or a
-structured list representing a graph.  For additional information
-regarding how best to write figure descriptions and why doing this is
-so important, please see
-\url{https://www.acm.org/publications/taps/describing-figures/}.
-
-\subsection{The ``Teaser Figure''}
-
-A ``teaser figure'' is an image, or set of images in one figure, that
-are placed after all author and affiliation information, and before
-the body of the article, spanning the page. If you wish to have such a
-figure in your article, place the command immediately before the
-\verb|\maketitle| command:
-\begin{verbatim}
-  \begin{teaserfigure}
-    \includegraphics[width=\textwidth]{sampleteaser}
-    \caption{figure caption}
-    \Description{figure description}
-  \end{teaserfigure}
-\end{verbatim}
-
-\section{Citations and Bibliographies}
-
-The use of \BibTeX\ for the preparation and formatting of one's
-references is strongly recommended. Authors' names should be complete
---- use full first names (``Donald E. Knuth'') not initials
-(``D. E. Knuth'') --- and the salient identifying features of a
-reference should be included: title, year, volume, number, pages,
-article DOI, etc.
-
-The bibliography is included in your source document with these two
-commands, placed just before the \verb|\end{document}| command:
-\begin{verbatim}
-  \bibliographystyle{ACM-Reference-Format}
-  \bibliography{bibfile}
-\end{verbatim}
-where ``\verb|bibfile|'' is the name, without the ``\verb|.bib|''
-suffix, of the \BibTeX\ file.
-
-Citations and references are numbered by default. A small number of
-ACM publications have citations and references formatted in the
-``author year'' style; for these exceptions, please include this
-command in the {\bfseries preamble} (before the command
-``\verb|\begin{document}|'') of your \LaTeX\ source:
-\begin{verbatim}
-  \citestyle{acmauthoryear}
-\end{verbatim}
-
-
-  Some examples.  A paginated journal article \cite{Abril07}, an
-  enumerated journal article \cite{Cohen07}, a reference to an entire
-  issue \cite{JCohen96}, a monograph (whole book) \cite{Kosiur01}, a
-  monograph/whole book in a series (see 2a in spec. document)
-  \cite{Harel79}, a divisible-book such as an anthology or compilation
-  \cite{Editor00} followed by the same example, however we only output
-  the series if the volume number is given \cite{Editor00a} (so
-  Editor00a's series should NOT be present since it has no vol. no.),
-  a chapter in a divisible book \cite{Spector90}, a chapter in a
-  divisible book in a series \cite{Douglass98}, a multi-volume work as
-  book \cite{Knuth97}, a couple of articles in a proceedings (of a
-  conference, symposium, workshop for example) (paginated proceedings
-  article) \cite{Andler79, Hagerup1993}, a proceedings article with
-  all possible elements \cite{Smith10}, an example of an enumerated
-  proceedings article \cite{VanGundy07}, an informally published work
-  \cite{Harel78}, a couple of preprints \cite{Bornmann2019,
-    AnzarootPBM14}, a doctoral dissertation \cite{Clarkson85}, a
-  master's thesis: \cite{anisi03}, an online document / world wide web
-  resource \cite{Thornburg01, Ablamowicz07, Poker06}, a video game
-  (Case 1) \cite{Obama08} and (Case 2) \cite{Novak03} and \cite{Lee05}
-  and (Case 3) a patent \cite{JoeScientist001}, work accepted for
-  publication \cite{rous08}, 'YYYYb'-test for prolific author
-  \cite{SaeediMEJ10} and \cite{SaeediJETC10}. Other cites might
-  contain 'duplicate' DOI and URLs (some SIAM articles)
-  \cite{Kirschmer:2010:AEI:1958016.1958018}. Boris / Barbara Beeton:
-  multi-volume works as books \cite{MR781536} and \cite{MR781537}. A
-  couple of citations with DOIs:
-  \cite{2004:ITE:1009386.1010128,Kirschmer:2010:AEI:1958016.1958018}. Online
-  citations: \cite{TUGInstmem, Thornburg01, CTANacmart}.
-  Artifacts: \cite{R} and \cite{UMassCitations}.
-
-\section{Acknowledgments}
-
-Identification of funding sources and other support, and thanks to
-individuals and groups that assisted in the research and the
-preparation of the work should be included in an acknowledgment
-section, which is placed just before the reference section in your
-document.
-
-This section has a special environment:
-\begin{verbatim}
-  \begin{acks}
-  ...
-  \end{acks}
-\end{verbatim}
-so that the information contained therein can be more easily collected
-during the article metadata extraction phase, and to ensure
-consistency in the spelling of the section heading.
-
-Authors should not prepare this section as a numbered or unnumbered {\verb|\section|}; please use the ``{\verb|acks|}'' environment.
-
-\section{Appendices}
-
-If your work needs an appendix, add it before the
-``\verb|\end{document}|'' command at the conclusion of your source
-document.
-
-Start the appendix with the ``\verb|appendix|'' command:
-\begin{verbatim}
-  \appendix
-\end{verbatim}
-and note that in the appendix, sections are lettered, not
-numbered. This document has two appendices, demonstrating the section
-and subsection identification method.
-
-\section{Multi-language papers}
-
-Papers may be written in languages other than English or include
-titles, subtitles, keywords and abstracts in different languages (as a
-rule, a paper in a language other than English should include an
-English title and an English abstract).  Use \verb|language=...| for
-every language used in the paper.  The last language indicated is the
-main language of the paper.  For example, a French paper with
-additional titles and abstracts in English and German may start with
-the following command
-\begin{verbatim}
-\documentclass[sigconf, language=english, language=german,
-               language=french]{acmart}
-\end{verbatim}
-
-The title, subtitle, keywords and abstract will be typeset in the main
-language of the paper.  The commands \verb|\translatedXXX|, \verb|XXX|
-begin title, subtitle and keywords, can be used to set these elements
-in the other languages.  The environment \verb|translatedabstract| is
-used to set the translation of the abstract.  These commands and
-environment have a mandatory first argument: the language of the
-second argument.  See \verb|sample-sigconf-i13n.tex| file for examples
-of their usage.
-
-\section{SIGCHI Extended Abstracts}
-
-The ``\verb|sigchi-a|'' template style (available only in \LaTeX\ and
-not in Word) produces a landscape-orientation formatted article, with
-a wide left margin. Three environments are available for use with the
-``\verb|sigchi-a|'' template style, and produce formatted output in
-the margin:
-\begin{description}
-\item[\texttt{sidebar}:]  Place formatted text in the margin.
-\item[\texttt{marginfigure}:] Place a figure in the margin.
-\item[\texttt{margintable}:] Place a table in the margin.
-\end{description}
-\end{comment}
\ No newline at end of file
diff --git a/publication_in_acm_format/fitsAll/evaluation.aux b/publication_in_acm_format/fitsAll/evaluation.aux
deleted file mode 100755
index c7e2081571666937aa606227862e5d96582e21b4..0000000000000000000000000000000000000000
--- a/publication_in_acm_format/fitsAll/evaluation.aux
+++ /dev/null
@@ -1,35 +0,0 @@
-\relax 
-\providecommand\hyper@newdestlabel[2]{}
-\@setckpt{evaluation}{
-\setcounter{page}{3}
-\setcounter{equation}{0}
-\setcounter{enumi}{0}
-\setcounter{enumii}{0}
-\setcounter{enumiii}{0}
-\setcounter{enumiv}{0}
-\setcounter{footnote}{0}
-\setcounter{mpfootnote}{0}
-\setcounter{parentequation}{0}
-\setcounter{part}{0}
-\setcounter{section}{1}
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-
-\section{Introduction}
-1 - Long running processes: Most services deployed on mobile phones or nodes use long 
-running processes. These are processes that have a fairly long or even interminable duration,
- and can mobilise several nodes for their complete execution. Also, they do not require direct 
- user interaction. They consist of several tasks deployed on different mobile nodes.
-  The tasks of long-running systems are cpu intensive and do not have a rigid time 
-  constraint like those of responsive applications; the node operating system can then
-   slow them down or delay their execution to increase the energy efficiency As an example,
-    sensing systems consist of ....... . Another example and that of Federated Learning is 
-    ....... There are also long running systems consisting of a single mobile node. The main 
-    task of this type of system can be the monitoring of the mobile or the installation of 
-    updates... 
-
-2 - Energy efficiency problem: These long running systems are energy intensive.
- One of the reasons for this is that the mobile node hardware was not originally designed
-  to run long running tasks [1].... 
-
-3 - Global solutions: To overcome this energy efficiency problem, 
-solutions proposed in the context of Federated learning, for example, propose algorithms 
-for scheduling long-running tasks on nodes. These algorithms aim to choose on which nodes 
-the tasks that make up the long-running process should be executed, its workload and possibly the duration of time allocated to it. 
- - But these global scheduling algorithms only optimise efficiency at the global level. They are therefore limited because once on the node, the long-running process tasks are inadequately handled by the operating system. Indeed, the operating system that is not adapted for these types of tasks does not execute them efficiently, hence the need for local solutions.... 
-
- 4 - Local solutions: Local solutions have been proposed to optimise the energy efficiency of cpu intensive tasks and to do this they influence their execution. They do this by modifying system parameters such as the frequency of the cores or their temperature. Others, like Meng Zhu [2], act directly on the system scheduler, executing these tasks only under certain conditions of the current socket of the task in question (to preserve the idle state...). 
-- The Android case: And even Android, the most used operating system in the world, does not have a scheduler adapted to long running tasks. To handle the tasks that come closest, application developers have to run them under conditions such as "connected to wifi or charging". But these conditions are not suitable because long running tasks can be offloaded, but not depending on asynchronous and unpredictable user phone usage conditions, but on as much as possible depending on the long running global system prossess. Knowing that the global system process include users from all over the Word that do not have sychronous and almost predictable usage habits.
-
-
-5 - Unfounded decision making: Although the proposed solutions present convincing results, 
-they are based on architectural principles that do not always hold in all contexts. 
-For example, Meng Zhu assumes that reducing the frequency of the core during the 
-execution of a long running task reduces energy consumption. But this assertion does not
- always hold true depending on whether you are on a big core or a little core ....[Add proove]. 
- Moreover, from one phone to another, the behaviour of the cpus can change: while increasing 
- the number of tasks on a single socket also increases the energy efficiency of the whole 
- phone on a google pixel 4 to 5g, doing the same action on a samsung galaxy S 8 does not have 
- a significant change on the energy efficiency [Graph already made].
-  We therefore assert that "one size does not fit all".   
-
-6 - Our framework: In view of all these previous limitations, we propose Fits'All, 
-a local scheduling system, adapted to each range of phone. For a given range of phones,
- Fits' all generates a very light task scheduling automata that can be easily integrated 
- into the scheduler and the operating system governors. 
-  [I plan to think in the next few days about the algorithm that does it.]
-
-
-7 - Main idea: Fits'all is based on a principle already used by the local solutions
- mentioned above. According to these solutions, before a scheduler takes the decision to
-  soberly schedule a task on core i, it must know the state of another core, for example 
-  core j. If the state of core j is suitable for core i it schedules the thread on core i, 
-  if not it does not schedule it. The task graph scheduling allows to know if two cores will
-   be in suitable states or not. It thus helps to know the interaction between the two cores. 
-   And to know this interaction, Fits'All uses the interpretation power of the kernel ridge
-    model for this purpose through the exploration of marginal effects [3] [4]. 
-  We therefore make the following contributions. 
-
-  \begin{itemize}
-    \item   A new method for interpreting the marginal effects of the kernel ridge model.
-     This new method allows to produce a scheduiling task graph that can be directly
-      integrated into the scheduler and the governor of the operating systems. 
-
-    \item  A framework named FitsAll, implementing this method for the google pixel 4a 5g 
-    and Samsung galaxy S8 phones [not yet finished as the task graph scheduling has not yet 
-    been produced].
-
-    \item A method for evaluating the task graph produced by FitsAll called Task Graph Score. 
-    The Task Graph Score is based on the comparison between the suggestions of the 
-    task graph and those produced by a test sample. This test sample is taken from
-     the actual experiments carried out.  
-    \item   An evaluation of the Task Graph Scheduling produced by FitsAll on a set of more than 1000 configurations experimentally tested on the above mentioned phones. The results are of the order of 0.9 on average for the R2 score and [To compute]% for the newly created Task Graph Score.  
-    
- 
-    \end{itemize}
-    
-
-
-
-
-
-
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-
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-%%
-%% The original source files were:
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-%% samples.dtx  (with options: `sigplan')
-%% 
-%% IMPORTANT NOTICE:
-%% 
-%% For the copyright see the source file.
-%% 
-%% Any modified versions of this file must be renamed
-%% with new filenames distinct from sample-sigplan.tex.
-%% 
-%% For distribution of the original source see the terms
-%% for copying and modification in the file samples.dtx.
-%% 
-%% This generated file may be distributed as long as the
-%% original source files, as listed above, are part of the
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-%% in the same archive or directory.)
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-%%
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-%TC:macro \citep [option:text,text]
-%TC:macro \citet [option:text,text]
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-%%
-%% For submission and review of your manuscript please change the
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-%%
-%% When submitting camera ready or to TAPS, please change the command
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-%% for your publication.
-%%
-%%
-\documentclass[sigplan,screen]{acmart}
-\usepackage{graphicx}
-\usepackage{pdfpages}
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-%%
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