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https://issues.apache.org/jira/browse/GIRAPH-870?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13937272#comment-13937272
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Sebastian Schelter commented on GIRAPH-870:
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Here is a selection of research papers that are connected to Giraph:

Tian, Y., Balmin, A., Corsten, S. A., Tatikonda, S., & McPherson, J. (2013). 
From" Think Like a Vertex" to" Think Like a Graph. Proceedings of the VLDB 
Endowment, 7(3).
http://researcher.ibm.com/researcher/files/us-ytian/giraph++.pdf

Xin, R. S., Crankshaw, D., Dave, A., Gonzalez, J. E., Franklin, M. J., & 
Stoica, I. (2014). GraphX: Unifying Data-Parallel and Graph-Parallel Analytics. 
arXiv preprint arXiv:1402.2394.
http://arxiv.org/pdf/1402.2394

Schelter, S., Ewen, S., Tzoumas, K., & Markl, V. (2013, October). All roads 
lead to Rome: optimistic recovery for distributed iterative data processing. In 
Proceedings of the 22nd ACM international conference on Conference on 
information & knowledge management (pp. 1919-1928). ACM.
http://stratosphere.eu/assets/papers/optimistic.pdf

Ewen, S., Tzoumas, K., Kaufmann, M., & Markl, V. (2012). Spinning fast 
iterative data flows. Proceedings of the VLDB Endowment, 5(11), 1268-1279.
http://arxiv.org/pdf/1208.0088.pdf?origin=publication_detail

> Add a new section to the docu pages which lists publications about 
> applications and theoretical background about implemented algorithms.
> ----------------------------------------------------------------------------------------------------------------------------------------
>
>                 Key: GIRAPH-870
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-870
>             Project: Giraph
>          Issue Type: Improvement
>          Components: site
>    Affects Versions: 1.1.0
>            Reporter: Mirko Kaempf
>            Priority: Minor
>
> In a new section, I want to list articles which write about, or just use and 
> cite Apache Giraph.
> A first search via Google Scholar gave some pages with results but it needs a 
> deeper dive into this material. 
> Hints are welcome!



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