Main.MarpReduceClass History

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April 04, 2016, at 03:23 PM by 193.0.225.13 -
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* '''University Babeș-Bolya''', CLuj Napoca, '''Romania''', 4 April 2016. [[Access the resources here | BBU2016]].

* Chinese Academy of Sciences, Center for Networking and Computing, Beijing, China, 2015

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'''Towards MapReduce for Desktop Grids''' B. Tang, M. Moca, S. Chevalier, H. He, G. Fedak, in Proceedings of the Fifth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing 3GPCIC, Fukuoka, Japan, Novembre 2010
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'''Towards MapReduce for Desktop Grids''' B. Tang, M. Moca, S. Chevalier, H. He, G. Fedak, in Proceedings of the Fifth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing 3GPCIC, Fukuoka, Japan, Novembre 2010
November 19, 2014, at 10:58 AM by 140.77.13.170 -
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* University Babeș-Bolya, CLuj Napoca, Romania, 4-6 Novembre 2014 (9 hours including Big Data related topics)

* Université Paris XIII - Formation doctorale de l'institut Galilé, 1 Avril 2014 (8 hours including practice)

* Ecole Normale Supérieure de Lyon - Master Informatique, 12 Novembre 2013, 12 & 19 Novembre 2014

* Il Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013

* Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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* '''University Babeș-Bolya''', CLuj Napoca, '''Romania''', 4-6 Novembre 2014 (9 hours including Big Data related topics)

* '''Université Paris XIII''' - Formation doctorale de l'institut Galilé, 1 Avril 2014 (8 hours including practice)

* '''Ecole Normale Supérieure de Lyon''' - Master Informatique, 12 Novembre 2013, 12 & 19 Novembre 2014

* Il Escola Regional de Alto Desempenho - Região Nordeste, '''Savaldor de Bahia, Brazil''', October 22, 2013

* Seminar Datenverarbeitung mit Map-Reduce, '''Univ. of Heidelberg, Germany''', 2012.
November 19, 2014, at 10:57 AM by 140.77.13.170 -
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* University Babeș-Bolya, CLuj Napoca, Romania, 4-6 Novembre 2014 (9 hours including Big Data related topics)
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* Ecole Normale Supérieure de Lyon - Master Informatique, 12 Novembre 2013
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* Ecole Normale Supérieure de Lyon - Master Informatique, 12 Novembre 2013, 12 & 19 Novembre 2014
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April 02, 2014, at 09:53 PM by 78.194.2.241 -
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* Université Paris XIII - Formation doctorale de l'institut Galilé, 1 Avril 2014
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* Université Paris XIII - Formation doctorale de l'institut Galilé, 1 Avril 2014 (8 hours including practice)
April 02, 2014, at 09:52 PM by 78.194.2.241 -
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* Université Paris XIII - Formation doctorale de l'institut Galilé, 1 Avril, Paris, 2014
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* Université Paris XIII - Formation doctorale de l'institut Galilé, 1 Avril 2014
April 02, 2014, at 09:51 PM by 78.194.2.241 -
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* Université Paris XIII - Formation doctorale de l'institut Galilé, 1 Avril, Paris, 2014

November 05, 2013, at 10:21 AM by 140.77.13.170 -
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* Ecole Normale Supérieure de Lyon - Master Informatique, 12 Novembre 2013
October 22, 2013, at 12:05 PM by 187.58.14.234 -
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 * Il Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013

 * Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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* Il Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013

* Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
October 22, 2013, at 12:05 PM by 187.58.14.234 -
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!!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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!!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013

Warning, this is still work in progress !

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This mini course has been presented at the following venue :
 * Il Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013

 * Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.


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(:slideshare 5582333:)
(:includeurl http://www.slideshare.net/slideshow/embed_code/21990287)
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(:slideshare 21990287:)
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(:includeurl http://www.slideshare.net/slideshow/embed_code/21990287)
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'''MapReduce: Simplified Data Processing on Large Clusters''' Jeffrey Dean and Sanjay Ghemawat, in OSDI’04: Sixth Symposium on Operating System Design and Implementation, San Francisco, CA, December, 2004.

'''Improving MapReduce Performance in Heterogeneous Environments'''. Zaharia, M., Konwinski, A., Joseph, A. D., Katz, R. and Stoica, I. in OSDI’08: Sixth Symposium on Operating System Design and Implementation, San Diego, CA, December, 2008.

'''Reining in the Outliers in Map-Reduce Clusters using Mantri''' Ananthanarayanan, G., Kandula, S., Greenberg, A. G., Stoica, I., Lu, Y., Saha, B., & Harris, E. (2010, October). . In OSDI (Vol. 10, No. 1, p. 24).

'''Moon: Mapreduce on opportunistic environments''' Lin, H., Ma, X., Archuleta, J., Feng, W. C., Gardner, M., & Zhang, Z. (2010, June). . In Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing (pp. 95-106). ACM.

'''Towards MapReduce for Desktop Grids''' B. Tang, M. Moca, S. Chevalier, H. He, G. Fedak, in Proceedings of the Fifth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing 3GPCIC, Fukuoka, Japan, Novembre 2010

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!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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!!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013
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!!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013
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!! Additional Material
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!!! Additional Material
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!!! Mini Course on MapReduce Runtime Environment

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! Mini Course on MapReduce Runtime Environment

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!!!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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!!!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013
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!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013
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!!!! Additional Material
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!! Additional Material
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!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
to:
!!!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.
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!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013
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!!!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013
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!! Additional Material
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!!!! Additional Material
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{+<iframe src="http://www.slideshare.net/slideshow/embed_code/21990287" width="427" height="356" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" style="border:1px solid #CCC;border-width:1px 1px 0;margin-bottom:5px" allowfullscreen webkitallowfullscreen mozallowfullscreen> </iframe> <div style="margin-bottom:5px"> <strong> <a href="https://fr.slideshare.net/GillesFedak/mapreduce-rte" title="Mapreduce Runtime Environments: Design, Performance, Optimizations" target="_blank">Mapreduce Runtime Environments: Design, Performance, Optimizations</a> </strong> from <strong><a href="http://www.slideshare.net/GillesFedak" target="_blank">Gilles Fedak</a></strong> </div>+}

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(:slideshare 5582333:)
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<iframe src="http://www.slideshare.net/slideshow/embed_code/21990287" width="427" height="356" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" style="border:1px solid #CCC;border-width:1px 1px 0;margin-bottom:5px" allowfullscreen webkitallowfullscreen mozallowfullscreen> </iframe> <div style="margin-bottom:5px"> <strong> <a href="https://fr.slideshare.net/GillesFedak/mapreduce-rte" title="Mapreduce Runtime Environments: Design, Performance, Optimizations" target="_blank">Mapreduce Runtime Environments: Design, Performance, Optimizations</a> </strong> from <strong><a href="http://www.slideshare.net/GillesFedak" target="_blank">Gilles Fedak</a></strong> </div>
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{+<iframe src="http://www.slideshare.net/slideshow/embed_code/21990287" width="427" height="356" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" style="border:1px solid #CCC;border-width:1px 1px 0;margin-bottom:5px" allowfullscreen webkitallowfullscreen mozallowfullscreen> </iframe> <div style="margin-bottom:5px"> <strong> <a href="https://fr.slideshare.net/GillesFedak/mapreduce-rte" title="Mapreduce Runtime Environments: Design, Performance, Optimizations" target="_blank">Mapreduce Runtime Environments: Design, Performance, Optimizations</a> </strong> from <strong><a href="http://www.slideshare.net/GillesFedak" target="_blank">Gilles Fedak</a></strong> </div>+}
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!!! Mini Course on MapReduce Runtime Environment
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!!! Mini Course on MapReduce Runtime Environment


I propose a course on ''MapReduce Environments: Design, Performance, Optimizations''. It covers the basic design of the runtime environments, which implements the MapReduce programming model; Hadoop being the most famous one. Then, several research challenges and results are presented (task management, outliers, greener mapreduce). Finally, we introduce some of the results we obtained based on our research around MapReduce for Internet Computing.

!! Seminar '''Datenverarbeitung mit Map-Reduce''', Univ. of Heidelberg, Germany, 2012.

<iframe src="http://www.slideshare.net/slideshow/embed_code/21990287" width="427" height="356" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" style="border:1px solid #CCC;border-width:1px 1px 0;margin-bottom:5px" allowfullscreen webkitallowfullscreen mozallowfullscreen> </iframe> <div style="margin-bottom:5px"> <strong> <a href="https://fr.slideshare.net/GillesFedak/mapreduce-rte" title="Mapreduce Runtime Environments: Design, Performance, Optimizations" target="_blank">Mapreduce Runtime Environments: Design, Performance, Optimizations</a> </strong> from <strong><a href="http://www.slideshare.net/GillesFedak" target="_blank">Gilles Fedak</a></strong> </div>


!! II Escola Regional de Alto Desempenho - Região Nordeste, Savaldor de Bahia, Brazil, October 22, 2013

Warning, this is still work in progress !

!! Additional Material

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!!! Mini Course on MapReduce Runtime Environment
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