Scipediacontent: Scipediacontent moved page Draft Content 238859443 to Fox et al 2009a

2021-02-02T03:25:48Z

Scipediacontent moved page Draft Content 238859443 to Fox et al 2009a

Scipediacontent: Created page with " == Abstract == Cloud computing has gained significant traction in recent years. The Map-Reduce framework is currently the most dominant programming model in cloud computing..."

2021-02-02T03:25:43Z

Created page with " == Abstract == Cloud computing has gained significant traction in recent years. The Map-Reduce framework is currently the most dominant programming model in cloud computing..."

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== Abstract ==

Cloud computing has gained significant traction in recent years. The Map-Reduce framework is currently the most dominant programming model in cloud computing settings. In this paper, we describe Granules, a lightweight, streaming-based runtime for cloud computing which incorporates support for the Map-Reduce framework. Granules provides rich lifecycle support for developing scientific applications with support for iterative, periodic and data driven semantics for individual computations and pipelines. We describe our support for variants of the Map-Reduce framework. The paper presents a survey of related work in this area. Finally, this paper describes our performance evaluation of various aspects of the system, including (where possible) comparisons with other comparable systems.

== Original document ==

The different versions of the original document can be found in:

* [http://granules.cs.colostate.edu/papers/Pallickara-GranulesAndMR.pdf http://granules.cs.colostate.edu/papers/Pallickara-GranulesAndMR.pdf]

* [http://xplorestaging.ieee.org/ielx5/5281774/5289120/05289160.pdf?arnumber=5289160 http://xplorestaging.ieee.org/ielx5/5281774/5289120/05289160.pdf?arnumber=5289160],
: [http://dx.doi.org/10.1109/clustr.2009.5289160 http://dx.doi.org/10.1109/clustr.2009.5289160]

* [https://dblp.uni-trier.de/db/conf/cluster/cluster2009.html#PallickaraEF09 https://dblp.uni-trier.de/db/conf/cluster/cluster2009.html#PallickaraEF09],
: [http://grids.ucs.indiana.edu/ptliupages/projects/narada/papers/Pallickara-GranulesAndMR.pdf http://grids.ucs.indiana.edu/ptliupages/projects/narada/papers/Pallickara-GranulesAndMR.pdf],
: [http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005289160 http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005289160],
: [https://ieeexplore.ieee.org/document/5289160 https://ieeexplore.ieee.org/document/5289160],
: [http://ieeexplore.ieee.org/document/5289160 http://ieeexplore.ieee.org/document/5289160],
: [https://doi.org/10.1109/CLUSTR.2009.5289160 https://doi.org/10.1109/CLUSTR.2009.5289160],
: [https://academic.microsoft.com/#/detail/2150603860 https://academic.microsoft.com/#/detail/2150603860]

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Fox et al 2009a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 238859443 to Fox et al 2009a

Scipediacontent: Created page with " == Abstract == Cloud computing has gained significant traction in recent years. The Map-Reduce framework is currently the most dominant programming model in cloud computing..."