S. Abiteboul and R. Hull, Data functions, datalog and negation (extended abstract ), SIGMOD, 1988.
DOI : 10.1145/971701.50218

S. Abiteboul, R. Hull, and V. Vianu, Foundations of Databases, 1995.

A. V. Aho and J. D. Ullman, Universality of data retrieval languages, Proceedings of the 6th ACM SIGACT-SIGPLAN symposium on Principles of programming languages , POPL '79, 1979.
DOI : 10.1145/567752.567763

I. Alagiannis, R. Borovica, M. Branco, S. Idreos, and A. Ailamaki, Nodb: efficient query execution on raw data files, SIGMOD, 2012.

P. A. Boncz, M. L. Kersten, and S. Manegold, Breaking the memory wall in MonetDB, Communications of the ACM, vol.51, issue.12, 2008.
DOI : 10.1145/1409360.1409380

Y. Bu, V. R. Borkar, M. J. Carey, J. Rosen, N. Polyzotis et al., Scaling datalog for machine learning on big data, 2012.

P. Carbone, A. Katsifodimos, S. Ewen, V. Markl, S. Haridi et al., Apache flink—, IEEE Data Eng. Bull, vol.38, issue.4, p.2015

J. J. Carroll, I. Dickinson, C. Dollin, D. Reynolds, A. Seaborne et al., Jena, Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters , WWW Alt. '04, 2004.
DOI : 10.1145/1013367.1013381

F. Chang, J. Dean, S. Ghemawat, W. C. Hsieh, D. A. Wallach et al., Bigtable, ACM Transactions on Computer Systems, vol.26, issue.2, 2008.
DOI : 10.1145/1365815.1365816

E. F. Codd, A relational model of data for large shared data banks, Communications of the ACM, vol.13, issue.6, 1970.

O. Erling and I. Mikhailov, RDF Support in the Virtuoso DBMS, Networked Knowledge, 2009.
DOI : 10.1007/978-3-642-02184-8_2

M. K. , Impala: A modern, open-source SQL engine for hadoop, CIDR, 2015.

J. D. Fernández, M. A. Martínez-prieto, C. Gutiérrez, A. Polleres, and M. Arias, Binary RDF representation for publication and exchange ( HDT ), Web Semantics: Science, Services and Agents on the World Wide Web, 2013.
DOI : 10.1016/j.websem.2013.01.002

Y. Guo, Z. Pan, and J. Heflin, LUBM: A benchmark for OWL knowledge base systems, Web Semantics: Science, Services and Agents on the World Wide Web, vol.3, issue.2-3, 2005.
DOI : 10.1016/j.websem.2005.06.005

V. Haarslev and R. Möller, RACER System Description, IJCAR, 2001.
DOI : 10.1007/3-540-45744-5_59

S. Harris, A. Seaborne, and E. Prudhommeaux, , p.2013

M. Isard, M. Budiu, Y. Yu, A. Birrell, and D. Fetterly, Dryad: distributed dataparallel programs from sequential building blocks, EuroSys, 2007.

P. Katsogridakis, S. Papagiannaki, and P. Pratikakis, Execution of Recursive Queries in Apache Spark, Euro-Par, 2017.
DOI : 10.1137/1.9781611974010.60

J. Kunegis, KONECT, Proceedings of the 22nd International Conference on World Wide Web, WWW '13 Companion, 2013.
DOI : 10.1080/00107510500052444

N. Leone, G. Pfeifer, W. Faber, T. Eiter, G. Gottlob et al., The DLV system for knowledge representation and reasoning, ACM Transactions on Computational Logic, vol.7, issue.3, 2006.
DOI : 10.1145/1149114.1149117

URL : http://www.mat.unical.it/leone/ai/materiale/files/TOCL - dlv.pdf

J. Leskovec and A. Krevl, SNAP Datasets: Stanford large network dataset collection, 2014.

E. Marx, S. Shekarpour, T. Soru, A. M. Brasoveanu, M. Saleem et al., Torpedo: Improving the State-of-the-Art RDF Dataset Slicing, 2017 IEEE 11th International Conference on Semantic Computing (ICSC), 2017.
DOI : 10.1109/ICSC.2017.79

B. Motik, B. C. Grau, I. Horrocks, Z. Wu, A. Fokoue et al., , p.2012

B. Motik, Y. Nenov, R. Piro, I. Horrocks, and D. Olteanu, Parallel materialisation of datalog programs in centralised, main-memory RDF systems, AAAI, 2014.

B. Parsia and E. Sirin, Pellet: An owl dl reasoner, ISWC, 2004.

T. Rebele, T. P. Tanon, and F. Suchanek, Technical report: Answering datalog queries with unix shell commands, 2018.

M. Rogala, J. Hidders, and J. Sroka, DatalogRA, Proceedings of the Fourth International Workshop on Graph Data Management Experiences and Systems, GRADES '16, 2016.
DOI : 10.1145/1836089.1836093

B. Saha, H. Shah, S. Seth, G. Vijayaraghavan, A. C. Murthy et al., Apache Tez, Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, SIGMOD '15, 2015.
DOI : 10.1145/1755913.1755940

M. Shaw, P. Koutris, B. Howe, and D. Suciu, Optimizing large-scale semi-na¨?vena¨?ve datalog evaluation in hadoop, Int. Workshop on Datalog in Academia and Industry, 2012.

R. Shearer, B. Motik, and I. Horrocks, Hermit: A highly-efficient owl reasoner, OWLED, 2008.

A. Shkapsky, M. Yang, M. Interlandi, H. Chiu, T. Condie et al., Big Data Analytics with Datalog Queries on Spark, Proceedings of the 2016 International Conference on Management of Data, SIGMOD '16, 2016.
DOI : 10.1007/s00778-012-0280-z

F. M. Suchanek, G. Kasneci, and G. Weikum, Yago, Proceedings of the 16th international conference on World Wide Web , WWW '07, 2007.
DOI : 10.1145/1242572.1242667

URL : https://hal.archives-ouvertes.fr/hal-01589462

D. Tsarkov and I. Horrocks, Fact++ description logic reasoner: System description. Automated reasoning, 2006.

R. Verborgh, M. Vander-sande, O. Hartig, J. Van-herwegen, L. De-vocht et al., Triple Pattern Fragments: A low-cost knowledge graph interface for the Web, Web Semantics: Science, Services and Agents on the World Wide Web, vol.37, issue.38, pp.37-38, 2016.
DOI : 10.1016/j.websem.2016.03.003

D. Vrandecic and M. Krötzsch, Wikidata: a free collaborative knowledgebase, Communications of the ACM, vol.57, issue.10, p.2014

J. Wang, M. Balazinska, and D. Halperin, Asynchronous and fault-tolerant recursive datalog evaluation in shared-nothing engines, Proceedings of the VLDB Endowment, vol.8, issue.12, p.2015
DOI : 10.14778/2824032.2824052

H. Wu, J. Liu, T. Wang, D. Ye, J. Wei et al., Parallel Materialization of Datalog Programs with Spark for Scalable Reasoning, 2016.
DOI : 10.1145/2247596.2247613

M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker, and I. Stoica, Spark: Cluster computing with working sets, USENIX Workshop on Hot Topics in Cloud Computing, 2010.

J. Zhou, P. Larson, and R. Chaiken, Incorporating partitioning and parallel plans into the SCOPE optimizer, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010), 2010.
DOI : 10.1109/ICDE.2010.5447802

URL : http://www.research.microsoft.com/%7Ejrzhou/pub/PGS.pdf