From: afanfakh Date: Wed, 19 Oct 2016 14:55:07 +0000 (+0200) Subject: correcting referne[2~ce X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/ThesisAhmed.git/commitdiff_plain/5db01fd07f0d6d36e46b6adb74d4d49f636c9669 correcting referne[2~ce --- diff --git a/Dedication.tex b/Dedication.tex index cfd431b..0cb1ee9 100644 --- a/Dedication.tex +++ b/Dedication.tex @@ -7,7 +7,7 @@ \label{Dedication} \addcontentsline{toc}{chapter}{Dedication} I dedicate this dissertation to my beloved wife Dania, my children: Elias, -Yasser and my baby Mehdi. My family, your unwavering support, encouragement, and +Yasser and Mehdi. My family, your unwavering support, encouragement, and constant love throughout this Ph.D. study was incredible. My wife and children have supported me with prayers, encouraging words that gave me strength to make this dream a reality. I am truly thankful to my God for having you in my life. I love you. diff --git a/PUBLICATIONS.tex b/PUBLICATIONS.tex index ef9f5ef..0faea47 100644 --- a/PUBLICATIONS.tex +++ b/PUBLICATIONS.tex @@ -5,11 +5,11 @@ \section*{Journal Articles} \begin{enumerate}[$\lbrack$1$\rbrack$] -\item Ahmed Fanfakh, Jean-Claude Charr, Raphaël Couturier, Arnaud Giersch.Optimizing the energy consumption of message passing applications with iterations executed over grids. \textit{Journal of Computational +\item Ahmed Fanfakh, Jean-Claude Charr, Raphaël Couturier, Arnaud Giersch. Optimizing the energy consumption of message passing applications with iterations executed over grids. \textit{Journal of Computational Science}, 2016. \item Ahmed Fanfakh, Jean-Claude Charr, Raphaël Couturier, Arnaud Giersch. Energy Consumption Reduction for - Asynchronous Message Passing Applications. \textit{Journal of Supercomputing}, 2016, (Submitted) + Asynchronous Message Passing Applications. \textit{Journal of Supercomputing}, 2016, (Accepted with minor revisions) \end{enumerate} @@ -17,8 +17,8 @@ \begin{enumerate}[$\lbrack$1$\rbrack$] -\item Jean-Claude Charr, Raphaël Couturier, Ahmed Fanfakh, Arnaud Giersch. Dynamic Frequency Scaling for - Energy Consumption Reduction in Distributed MPI Programs. \textit{ISPA 2014: The $12^{th}$ IEEE +\item Jean-Claude Charr, Raphaël Couturier, Ahmed Fanfakh, Arnaud Giersch. Dynamic Frequency Scaling for Energy Consumption +Reduction in Synchronous Distributed Applications. \textit{ISPA 2014: The $12^{th}$ IEEE International Symposium on Parallel and Distributed Processing with Applications}, pp. 225-230. IEEE Computer Society, Milan, Italy (2014). diff --git a/acknowledgements.tex b/acknowledgements.tex index d8848c2..a515385 100644 --- a/acknowledgements.tex +++ b/acknowledgements.tex @@ -9,13 +9,13 @@ \addcontentsline{toc}{chapter}{Acknowledgements} The long journey of my Ph.D. study has finished. It is with great pleasure that I acknowledge my debts to those who have greatly contributed to the success of this dissertation. It was only through support and encouragement of many that I have been able to complete this amazing journey. -Foremost, I would like to express my sincere gratitude to all my supervisors: Prof.~Dr.~Rapha\"el~Couturier and Asst.~Prof.~Dr.~Jean-Claude Charr for their continuous support, encouragement, and advice they have provided throughout my Ph.D.~study. Their patience, motivation, enthusiasm, and immense knowledge taught me a lot. Their tireless guidance has helped me immensely in researching and writing this dissertation. I have been extremely lucky to have supervisors who cared so much about my work, and who responded to my questions and queries so promptly. +Foremost, I would like to express my sincere gratitude to my supervisors: Prof.~Dr.~Rapha\"el~Couturier and Asst.~Prof.~Dr.~Jean-Claude Charr for their continuous support, encouragement, and advice they have provided throughout my Ph.D.~study. Their patience, motivation, enthusiasm, and immense knowledge taught me a lot. Their tireless guidance has helped me immensely in researching and writing this dissertation. I have been extremely lucky to have supervisors who cared so much about my work, and who responded to my questions and queries so promptly. Besides my supervisors, I would like to express my gratitude to Prof.~Dr.~Jean-Marc Pierson and Assoc~Prof.~Dr.~Fabienne Jézéquel (HDR) for accepting to review my dissertation and for their insightful and appreciated comments. I would like to thank also Prof.~Dr.~Nabil Abdennadher for accepting to participate in my dissertation committee. I would like to gratefully acknowledge the University of Babylon, Iraq for financial support as well as I would also like to express my thanks to University of Franche-Comté for the received support. -My appreciation and thanks go to the members of the team AND ({\it Algorithmique Numérique Distribuée}) for the warm and friendly atmosphere in which they allowed me to work. These include Jacques Bahi, Pierre-Cyrille Héam, Abdallah Makhoul, Jean-François Couchot, Ahmed Mostefaoui, Yousra Ahmed Fadil, Pierre Saenger, Zeinab Fawaz, Amor Lalama, Nesrine Khernane, Stéphane Domas, Mohammed Bakiri, Michel Salomon, Karine Deschinkel, Christophe Guyeux, Mourad Hakem, David Laiymani, Gilles Perrot, Christian Salim, Santiago Costarelli, Carol Habib, Hassan Moustafa Harb and Ke Du. I would like to give a special thanks for Asst.~Prof.~Dr.~Arnaud Giersch who helped me understand the simulation over SimGrid simulator. +My appreciation and thanks go to the members of the team AND ({\it Algorithmique Numérique Distribuée}) for the warm and friendly atmosphere in which they allowed me to work. These include Jacques Bahi, Pierre-Cyrille Héam, Abdallah Makhoul, Jean-François Couchot, Ahmed Mostefaoui, Yousra Ahmed Fadil, Pierre Saenger, Zeinab Fawaz, Amor Lalama, Nesrine Khernane, Stéphane Domas, Mohammed Bakiri, Michel Salomon, Karine Deschinkel, Christophe Guyeux, Mourad Hakem, David Laiymani, Gilles Perrot, Fabrice Ambert, Christian Salim, Santiago Costarelli, Carol Habib, Hassan Moustafa Harb and Ke Du. I would like to give a special thanks for Asst.~Prof.~Dr.~Arnaud Giersch who helped me understand the simulation over SimGrid simulator. I would like also to thank my colleague, Dr. Ali Kadhum Idrees University of Babylon for his help. I would like to express my thanks and my best wishes to Ingrid Couturier for all the received assistance during my study. Finally, I would like to thank all my friends and people who encouraged and supported me along the way. diff --git a/entete.tex b/entete.tex index b7eb717..f3662a3 100644 --- a/entete.tex +++ b/entete.tex @@ -78,7 +78,7 @@ %% The second mandatory parameter is the date of the PhD defense. %% The third mandatory parameter is the reference number given by the University Library after the PhD defense. %\declarethesis[Sous-titre]{Titre}{17 septembre 2012}{XXX} -\declarethesis{Energy Consumption Optimization of Parallel Applications with Iterations using CPU Frequency Scaling}{Date}{21306697} +\declarethesis{Energy Consumption Optimization of Parallel Applications with Iterations using CPU Frequency Scaling}{}{} %%-------------------- %% Set the author of the PhD thesis @@ -89,7 +89,7 @@ %%-------------------- %% Add a member of the jury %% \addjury{Firstname}{Lastname}{Role in the jury}{Position} -\addjury{...}{...} {...}{...} +%\addjury{...}{...} {...}{...} %\addjury{Ye-Qiong}{SONG}{Reviewer} {Professor at University of Lorraine} %\addjury{Hamida}{SEBA}{Reviewer}{Associate Professor (HDR) at University of Claude Bernard Lyon1} %\addjury{x4}{y4}{Examiner}{Professor at University of} @@ -97,11 +97,11 @@ %\addjury{Karine}{Deschinkel}{Co-Supervisor}{Assistant Professor at University of Franche-Comt\'e} %\addjury{Michel}{Salomon}{Co-Supervisor}{Assistant Professor at University of Franche-Comt\'e} \fi - \addjury {} {Prof Jean-Marc Pierson} {University of Paul Sabatier, Toulouse 3} {Reviewer} -\addjury{} {Assoc Prof Fabienne Jézéquel(HDR)} {University of Paris 6} {Reviewer} -\addjury {}{Prof Nabil Abdennadher} {University of Geneva, Switzerland} {Examiner} -\addjury {} {Prof Raphaël Couturier} {University of Franche-Comt\'e} {Supervisor} -\addjury {} {Asst Prof Jean-Claude Charr} {University of Franche-Comt\'e} { Co-supervisor} + \addjury {} {Pr Jean-Marc Pierson} {University of Paul Sabatier} {Reviewer} +\addjury{} {DR Fabienne Jézéquel(HDR)} 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LaTeX Font Warning: Size substitutions with differences (Font) up to 4.5pt have occurred. -Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 1230. +Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 1246. ) Here is how much of TeX's memory you used: - 28302 strings out of 494409 - 508091 string characters out of 6164777 - 752155 words of memory out of 5000000 - 29969 multiletter control sequences out of 15000+600000 + 28293 strings out of 494409 + 507960 string characters out of 6164777 + 752137 words of memory out of 5000000 + 29963 multiletter control sequences out of 15000+600000 95148 words of font info for 110 fonts, out of 8000000 for 9000 372 hyphenation exceptions out of 8191 50i,21n,87p,1037b,1916s stack positions out of 5000i,500n,10000p,200000b,80000s @@ -2442,10 +2420,10 @@ xlive/texmf-dist/fonts/type1/urw/helvetic/uhvr8a.pfb> -Output written on AhmedSlides.pdf (42 pages, 10897753 bytes). +Output written on AhmedSlides.pdf (41 pages, 10387685 bytes). PDF statistics: - 9075 PDF objects out of 10688 (max. 8388607) - 4605 compressed objects within 47 object streams - 101 named destinations out of 1000 (max. 500000) - 24886 words of extra memory for PDF output out of 29859 (max. 10000000) + 9012 PDF objects out of 10688 (max. 8388607) + 4573 compressed objects within 46 object streams + 99 named destinations out of 1000 (max. 500000) + 24881 words of extra memory for PDF output out of 24883 (max. 10000000) diff --git a/thesis-presentation/AhmedSlides.nav b/thesis-presentation/AhmedSlides.nav index 80feabf..9b4270d 100644 --- a/thesis-presentation/AhmedSlides.nav +++ b/thesis-presentation/AhmedSlides.nav @@ -88,21 +88,19 @@ \headcommand {\beamer@framepages {36}{36}} \headcommand {\slideentry {5}{0}{7}{37/37}{}{0}} \headcommand {\beamer@framepages {37}{37}} -\headcommand {\slideentry {5}{0}{8}{38/38}{}{0}} +\headcommand {\sectionentry {6}{Conclusions and Perspectives}{38}{Conclusions and Perspectives}{0}} +\headcommand {\beamer@sectionpages {1}{37}} +\headcommand {\beamer@subsectionpages {1}{37}} +\headcommand {\slideentry {6}{0}{0}{38/38}{}{0}} \headcommand {\beamer@framepages {38}{38}} -\headcommand {\sectionentry {6}{Conclusions and Perspectives}{39}{Conclusions and Perspectives}{0}} -\headcommand {\beamer@sectionpages {1}{38}} -\headcommand {\beamer@subsectionpages {1}{38}} -\headcommand {\slideentry {6}{0}{0}{39/39}{}{0}} +\headcommand {\slideentry {6}{0}{1}{39/39}{}{0}} \headcommand {\beamer@framepages {39}{39}} -\headcommand {\slideentry {6}{0}{1}{40/40}{}{0}} +\headcommand {\slideentry {6}{0}{2}{40/40}{}{0}} \headcommand {\beamer@framepages {40}{40}} -\headcommand {\slideentry {6}{0}{2}{41/41}{}{0}} +\headcommand {\slideentry {6}{0}{3}{41/41}{}{0}} \headcommand {\beamer@framepages {41}{41}} -\headcommand {\slideentry {6}{0}{3}{42/42}{}{0}} -\headcommand {\beamer@framepages {42}{42}} -\headcommand {\beamer@partpages {1}{42}} -\headcommand {\beamer@subsectionpages {1}{42}} -\headcommand {\beamer@sectionpages {1}{42}} -\headcommand {\beamer@documentpages {42}} -\headcommand {\def \inserttotalframenumber {42}} +\headcommand {\beamer@partpages {1}{41}} +\headcommand {\beamer@subsectionpages {1}{41}} +\headcommand {\beamer@sectionpages {1}{41}} +\headcommand {\beamer@documentpages {41}} +\headcommand {\def \inserttotalframenumber {41}} diff --git a/thesis-presentation/AhmedSlides.pdf b/thesis-presentation/AhmedSlides.pdf index 3bed935..5b306cc 100644 Binary files a/thesis-presentation/AhmedSlides.pdf and b/thesis-presentation/AhmedSlides.pdf differ diff --git a/thesis-presentation/AhmedSlides.snm b/thesis-presentation/AhmedSlides.snm index 560eea3..07da1e9 100644 --- a/thesis-presentation/AhmedSlides.snm +++ b/thesis-presentation/AhmedSlides.snm @@ -1,8 +1,8 @@ \beamer@slide {fig:h1}{4} \beamer@slide {fig:h2}{4} \beamer@slide {fig:homo}{4} -\beamer@slide {eq:pd}{12} -\beamer@slide {eq:ps}{12} +\beamer@slide {eq:pd}{13} +\beamer@slide {eq:ps}{13} \beamer@slide {fig:r2}{15} \beamer@slide {fig:r1}{15} \beamer@slide {fig:rel}{15} diff --git a/thesis-presentation/AhmedSlides.synctex.gz b/thesis-presentation/AhmedSlides.synctex.gz index cee191b..9d5669a 100644 Binary files a/thesis-presentation/AhmedSlides.synctex.gz and b/thesis-presentation/AhmedSlides.synctex.gz differ diff --git a/thesis-presentation/AhmedSlides.tex b/thesis-presentation/AhmedSlides.tex index 2a57d28..6dbbd81 100644 --- a/thesis-presentation/AhmedSlides.tex +++ b/thesis-presentation/AhmedSlides.tex @@ -112,18 +112,13 @@ %%%%%%%%%%%%%%%%%%%% %% SLIDE 03 %% %%%%%%%%%%%%%%%%%%%% -\begin{frame}{Introduction and problem definition} +\begin{frame}{Definition of parallel computing} \section{\small {Introduction and Problem definition}} \centering \includegraphics[width=0.99\textwidth]{para.pdf} \end{frame} - - - - - \begin{frame}{Execution of synchronous parallel tasks} \vspace{-0.5 cm} @@ -175,7 +170,8 @@ \end{minipage}% \vspace{0.2cm} \begin{minipage}{0.5\textwidth} - \textcolor{blue}{2)} \small \bf \textcolor{black}{Increase the number of nodes.} + \textcolor{blue}{2)} \small \bf \textcolor{black}{Increase the number of computing + units.} \textcolor{black}{The supercomputer Tianhe-2 has more than 3 million cores and consumes around 17.8 megawatts.} @@ -289,10 +285,10 @@ for a warehouse-sized computer. \begin{itemize} \small \justifying - \item Studying the effect of the scaling factor on the \textbf{energy consumption and performance } of parallel applications with iterations. \medskip + \item Studying the effect of the frequency scaling on the \textbf{energy consumption and performance } of parallel applications with iterations. \medskip \item Discovering the \textbf{energy-performance trade-off relation} when changing the frequency of the processor.\medskip - \item Proposing an algorithm for selecting the scaling factor that produces \textbf {the optimal trade-off} between the energy consumption and the performance. \medskip + \item Proposing an algorithm for selecting the scaling factor that produces \textbf {the good trade-off} between the energy consumption and the performance. \medskip \item Comparing the proposed algorithm to existing methods. @@ -307,6 +303,38 @@ for a warehouse-sized computer. +%%%%%%%%%%%%%%%%%%%% +%% SLIDE 13 %% +%%%%%%%%%%%%%%%%%%%% +\begin{frame}{Performance evaluation of MPI programs} + +\small The frequency scaling factor is the ratio between the maximum and the new frequency, \textcolor{blue}{$S = \frac{F_{max}}{F_{new}}$}. + \vspace{5 mm} + + \begin{femtoBlock}{} + \vspace{-5 mm} + \begin{block}{\small Execution time prediction model} + \centering{ $ \textcolor{red}{T_{new}} = \textcolor{blue}{T_{Max Comp Old} \cdot S + T_{{Min Comm Old}}}$} + \end{block} + \vspace{5 mm} + \centering{\includegraphics[width=.4\textwidth]{c1/cg_per} + \quad% + \includegraphics[width=.4\textwidth]{c1/lu_pre}} + \vspace{1 mm} + + \small The maximum normalized error for CG=0.0073 \textbf{(the smallest)} and LU=0.031 \textbf{(the worst)}. + \end{femtoBlock} +\end{frame} + + + + + + + + + + @@ -316,32 +344,34 @@ for a warehouse-sized computer. %%%%%%%%%%%%%%%%%%%% \begin{frame}{Energy model for a homogeneous platform} The power consumed by a processor is divided into two power metrics: the dynamic (\textcolor{red}{$P_d$}) and the static - (\textcolor{red}{$P_s$}) power. + (\textcolor{red}{$P_s$}) powers. \begin{equation} \label{eq:pd} \textcolor{red}{ P_d} = \textcolor{blue}{\alpha \cdot CL \cdot V^2 \cdot F} \end{equation} \scriptsize \underline{Where}: \\ - \scriptsize {\textcolor{blue}{$\alpha$}: switching activity \hspace{15 mm} \textcolor{blue}{$CL$}: load capacitance\\ - \textcolor{blue}{$V$}: the supply voltage \hspace{14 mm} \textcolor{blue}{$F$}: operational frequency} + \scriptsize {\textcolor{blue}{$\alpha$}: switching activity. \hspace{15 mm} \textcolor{blue}{$CL$}: load capacitance [F].\\ + \textcolor{blue}{$V$}: the supply voltage [V]. \hspace{8 mm} \textcolor{blue}{$F$}: operational frequency [Hz].} \begin{equation} \label{eq:ps} \small \textcolor{red}{P_s} = \textcolor{blue}{V \cdot N_{trans} \cdot K_{design} \cdot I_{Leak}} \end{equation} \underline{Where}:\\ - \scriptsize{ \textcolor{blue}{$V$}: the supply voltage. \hspace{28 mm} \textcolor{blue}{$N_{trans}$}: number of transistors. \\ - \textcolor{blue}{$K_{design}$}: design dependent parameter. \hspace{8 mm} \textcolor{blue}{$I_{leak}$}: technology dependent - parameter.} + \scriptsize{ \textcolor{blue}{$V$}: the supply voltage [V]. \hspace{19 mm} \textcolor{blue}{$N_{trans}$}: number of transistors. \\ + \textcolor{blue}{$K_{design}$}: design dependent parameter. \hspace{3 mm} \textcolor{blue}{$I_{leak}$}: technology dependent + parameter [A].} + - The frequency scaling factor is the ratio between the maximum and the new frequency, \textcolor{blue}{$S = \frac{F_{max}}{F_{new}}$}. \end{frame} + + %%%%%%%%%%%%%%%%%%%% %% SLIDE 12 %% %%%%%%%%%%%%%%%%%%%% \begin{frame}{Energy model for a homogeneous platform} - \vspace{-0.77cm} + \vspace{-0.77cm} \begin{figure} \animategraphics[autopause,controls,scale=0.3,buttonsize=0.2cm]{10}{homo-model/a-}{0}{441} %\includegraphics[width=0.6\textwidth]{homo-model/a-356} @@ -362,26 +392,6 @@ for a warehouse-sized computer. \end{frame} - - -%%%%%%%%%%%%%%%%%%%% -%% SLIDE 13 %% -%%%%%%%%%%%%%%%%%%%% -\begin{frame}{Performance evaluation of MPI programs} - \begin{femtoBlock}{} - \vspace{-5 mm} - \begin{block}{\small Execution time prediction model} - \centering{ $ \textcolor{red}{T_{new}} = \textcolor{blue}{T_{Max Comp Old} \cdot S + T_{{Min Comm Old}}}$} - \end{block} - \vspace{10 mm} - \centering{\includegraphics[width=.4\textwidth]{c1/cg_per} - \quad% - \includegraphics[width=.4\textwidth]{c1/lu_pre}} - \vspace{5 mm} - - \small The maximum normalized error for CG=0.0073 \textbf{(the smallest)} and LU=0.031 \textbf{(the worst)}. - \end{femtoBlock} -\end{frame} @@ -443,7 +453,7 @@ for a warehouse-sized computer. %%%%%%%%%%%%%%%%%%%% %% SLIDE 17 %% %%%%%%%%%%%%%%%%%%%% -\begin{frame}{Experimental results } +\begin{frame}{Experiment over SimGrid } \begin{femtoBlock}{} \begin{itemize} \small @@ -478,20 +488,21 @@ for a warehouse-sized computer. %% SLIDE 19 %% %%%%%%%%%%%%%%%%%%%% \begin{frame}{Results comparison} - \begin{block}{\small Rauber and Rünger's optimal scaling factor} - $S_{opt} = \sqrt[3]{\frac{2}{N} \cdot \frac{P_{dyn}}{P_{static}} \cdot - \left( 1 + \sum_{i=2}^{N} \frac{T_i^3}{T_1^3}\right) } $ - \end{block} - - - \centering { - %\includegraphics[width=.33\textwidth]{c1/c1.pdf} - %\qquad - %\includegraphics[width=.33\textwidth]{c1/c2.pdf}} - + \small \textcolor{blue}{Rauber and Rünger's scaling factor \textcolor{black}{ \tiny \textsuperscript{2}}} - \includegraphics[width=.55\textwidth]{c1/compare-c.pdf}} + \vspace{2 mm} + + $S_{opt} = \sqrt[3]{\frac{2}{N} \cdot \frac{P_{dyn}}{P_{static}} \cdot + \left( 1 + \sum_{i=2}^{N} \frac{T_i^3}{T_1^3}\right) } $ + + \begin{center} + \includegraphics[width=.55\textwidth]{c1/compare-c.pdf} + \end{center} + + +\vspace{-2 mm} + \tiny \textsuperscript{2} Thomas Rauber and Gudula Rünger. Analytical modeling and simulation of the energy consumption of independent tasks. In Proceedings of the Winter Simulation Conference, 2012. \end{frame} @@ -567,7 +578,7 @@ for a warehouse-sized computer. \item Studying the effect of the scaling factor $S$ on both the \textcolor{blue}{energy consumption and the performance} of message passing iterative applications. \medskip - \item Computing the vector of scaling factors ($S_1, S_2, ..., S_n$) producing \textcolor{blue} {the optimal trade-off} between + \item Computing the vector of scaling factors ($S_1, S_2, ..., S_n$) producing \textcolor{blue} {the good trade-off} between the energy consumption and the performance. \end{itemize} @@ -889,7 +900,7 @@ for a warehouse-sized computer. %%%%%%%%%%%%%%%%%%%% \begin{frame}{Comparing the objective function to EDP} - EDP is the products between the energy consumption and the delay. + EDP is the product between the energy consumption and the delay \tiny\textsuperscript{3}. \vspace{-5 mm} \begin{figure}[!t] \centering @@ -897,6 +908,8 @@ for a warehouse-sized computer. \end{figure} + + \tiny \textsuperscript{3} Spiliopoulos et al, Green governors: A framework for continuously adaptive dvfs, in International Green Computing Conference and Workshops (IGCC), 2011. \end{frame} %\begin{frame}{Summary} %\begin{itemize} @@ -1039,11 +1052,11 @@ for a warehouse-sized computer. %%%%%%%%%%%%%%%%%%%% %% SLIDE 46 %% %%%%%%%%%%%%%%%%%%%% -\begin{frame}{The scaling algorithm for Asynch. applications} -\vspace{-0.1 mm} -\centering -\includegraphics[width=0.55\textwidth]{algo-hybrid.pdf} -\end{frame} +%\begin{frame}{The scaling algorithm for Asynch. applications} +%\vspace{-0.1 mm} +%\centering +%\includegraphics[width=0.55\textwidth]{algo-hybrid.pdf} +%\end{frame} @@ -1169,7 +1182,7 @@ Multi-splitting} method. Science}, 2016. \item Ahmed Fanfakh, Jean-Claude Charr, Raphaël Couturier, Arnaud Giersch. Energy Consumption Reduction for - Asynchronous Message Passing Applications. \textit{Journal of Supercomputing}, 2016, (Submitted) + Asynchronous Message Passing Applications. \textit{Journal of Supercomputing}, 2016, (Accepted with minor revisions) \end{enumerate} \end{block} @@ -1212,6 +1225,9 @@ Multi-splitting} method. \small \barrow The proposed algorithms for heterogeneous platforms should be applied to heterogeneous platforms composed of \textcolor{blue}{CPUs and GPUs}. \small \barrow Comparing the results returned by the energy models to the values given by \textcolor{blue}{real instruments that measure the energy consumptions} of CPUs during the execution time. +\small \barrow Considering the power consumed by the other devices in the node such as +\textcolor{blue}{the memory and the hard drive} in the energy consumption model. + \end{itemize} \end{frame} diff --git a/thesis-presentation/AhmedSlides.toc b/thesis-presentation/AhmedSlides.toc index a4394c2..0bfa38a 100644 --- 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