Apache giraph, 2014. ,
Group formation in large social networks, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '06, pp.44-54, 2006. ,
DOI : 10.1145/1150402.1150412
https://github.com/mesos/spark/wiki/Bagel-Programming-Guide, 2014. ,
Fast personalized PageRank on MapReduce, Proceedings of the 2011 international conference on Management of data, SIGMOD '11, pp.973-984, 2011. ,
DOI : 10.1145/1989323.1989425
Programming Distributed Memory Sytems Using OpenMP, 2007 IEEE International Parallel and Distributed Processing Symposium, pp.1-8, 2007. ,
DOI : 10.1109/IPDPS.2007.370397
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.421.8570
The Midway distributed shared memory system, Digest of Papers. Compcon Spring, pp.528-537, 1993. ,
DOI : 10.1109/CMPCON.1993.289730
Who should i follow? recommending people in directed social networks, ICWSM, 2011. ,
Friendship and mobility, Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '11, pp.1082-1090, 2011. ,
DOI : 10.1145/2020408.2020579
STINGER: High performance data structure for streaming graphs, 2012 IEEE Conference on High Performance Extreme Computing, pp.1-5, 2012. ,
DOI : 10.1109/HPEC.2012.6408680
Graphx: Graph processing in a distributed dataflow framework, OSDI'14, 2014. ,
Powergraph: Distributed graph-parallel computation on natural graphs, Proceedings of the 10th USENIX Conference on Operating Systems Design and Implementation, OSDI'12, pp.17-30 ,
WTF, Proceedings of the 22nd international conference on World Wide Web, WWW '13, pp.505-514, 2013. ,
DOI : 10.1145/2488388.2488433
An experimental comparison of pregel-like graph processing systems, Proceedings of the VLDB Endowment, p.2014 ,
DOI : 10.14778/2732977.2732980
A Survey of Link Prediction in Social Networks, Social Network Data Analytics, pp.243-275, 2011. ,
DOI : 10.1007/978-1-4419-8462-3_9
CRL, ACM SIGOPS Operating Systems Review, vol.29, issue.5, pp.213-226, 1995. ,
DOI : 10.1145/224057.224073
Mizan, Proceedings of the 8th ACM European Conference on Computer Systems, EuroSys '13, pp.169-182, 2013. ,
DOI : 10.1145/2465351.2465369
What is Twitter, a social network or a news media?, Proceedings of the 19th international conference on World wide web, WWW '10, pp.591-600, 2010. ,
DOI : 10.1145/1772690.1772751
DrunkardMob, Proceedings of the 7th ACM conference on Recommender systems, RecSys '13, pp.257-264, 2013. ,
DOI : 10.1145/2507157.2507173
Graphchi: Large-scale graph computation on just a pc, Proceedings of the 10th USENIX Conference on Operating Systems Design and Implementation, OSDI'12, pp.31-46 ,
The stochastic approach for link-structure analysis (SALSA) and the TKC effect, Computer Networks, vol.33, issue.1-6, pp.387-401, 2000. ,
DOI : 10.1016/S1389-1286(00)00034-7
The link prediction problem for social networks, Proceedings of the twelfth international conference on Information and knowledge management, CIKM '03, pp.556-559, 2003. ,
New perspectives and methods in link prediction, Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '10, pp.243-252, 2010. ,
DOI : 10.1145/1835804.1835837
FAST-PPR, Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '14, pp.1436-1445, 2014. ,
DOI : 10.1145/2623330.2623745
Distributed GraphLab, Proceedings of the VLDB Endowment, vol.5, issue.8, pp.716-727, 2012. ,
DOI : 10.14778/2212351.2212354
Challenges in parallel graph processing. Parallel Processing Letters, pp.5-20, 2007. ,
Pregel: A system for large-scale graph processing, Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, SIGMOD '10, pp.135-146, 2010. ,
Measurement and analysis of online social networks, Proceedings of the 7th ACM SIGCOMM conference on Internet measurement , IMC '07, 2007. ,
DOI : 10.1145/1298306.1298311
Pig latin, Proceedings of the 2008 ACM SIGMOD international conference on Management of data , SIGMOD '08, pp.1099-1110, 2008. ,
DOI : 10.1145/1376616.1376726
The pagerank citation ranking: Bringing order to the web, 1999. ,
Predicting friendship links in social networks using a topic modeling approach In Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining -Volume Part II, pp.75-86, 2011. ,
Who Will Follow Whom? Exploiting Semantics for Link Prediction in Attention-Information Networks, Proceedings of the 11th international conference on The Semantic Web -Volume Part I, ISWC'12, pp.476-491, 2012. ,
DOI : 10.1007/978-3-642-35176-1_30
X-Stream, Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles, SOSP '13, pp.472-488, 2013. ,
DOI : 10.1145/2517349.2522740
GPS, Proceedings of the 25th International Conference on Scientific and Statistical Database Management, SSDBM, p.22, 2013. ,
DOI : 10.1145/2484838.2484843
Introduction to Modern Information Retrieval, 1986. ,
Fast nearest-neighbor search in disk-resident graphs, Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '10, pp.513-522, 2010. ,
DOI : 10.1145/1835804.1835871
To randomize or not to randomize, Proceedings of the 15th international conference on World Wide Web , WWW '06, pp.297-306, 2006. ,
DOI : 10.1145/1135777.1135823
Exploiting place features in link prediction on locationbased social networks, Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, pp.1046-1054, 2011. ,
Folks in Folksonomies, Proceedings of the third ACM international conference on Web search and data mining, WSDM '10, pp.271-280, 2010. ,
DOI : 10.1145/1718487.1718521
URL : https://hal.archives-ouvertes.fr/hal-00429886
Data analysis in public social networks, 2012. ,
Hive, Proc. VLDB Endow, pp.1626-1629, 2009. ,
DOI : 10.14778/1687553.1687609
A bridging model for parallel computation, Communications of the ACM, vol.33, issue.8, pp.103-111, 1990. ,
DOI : 10.1145/79173.79181
Structural link analysis and prediction in microblogs, Proceedings of the 20th ACM international conference on Information and knowledge management, CIKM '11, pp.1163-1168, 2011. ,
DOI : 10.1145/2063576.2063743