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Towards Scalability and Data Skew Handling in GroupBy-Joins using MapReduce ModelInternational Conference On Computational Science - ICCS 2015, Jun 2015, Reykjavik, Iceland. pp.70-79
Conference papers
hal-01160931v1
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A Scalable MapReduce Similarity Join Algorithm Using LSH[Research Report] LIFO, Université d'Orléans, INSA Centre Val de Loire. 2021
Reports
hal-03276756v2
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Handling Pregel's limits in big graphs processing in the presence of high degree verticesApplications of Big Data Analytics: Trends, Issues, and Challenges, 2018, 9783319764719. ⟨10.1007/978-3-319-76472-6⟩
Book sections
hal-01802435v1
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Personalized Environment for Querying Semantic Knowledge Graphs: a MapReduce Solution[Research Report] LIFO, Université d'Orléans. 2017
Reports
hal-01916736v1
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A Scalable MapReduce Similarity Join Computation Using LSHHLPP 2021: 14th International Symposium on High-Level Parallel Programming and Applications, 2021, Cluj-Napoca, Romania
Conference papers
hal-03526678v1
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A Scalable and Skew-insensitive Algorithm for Join Operations using Map/Reduce Model2014
Reports
hal-00947730v2
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MapFIM+: Memory Aware Parallelized Frequent Itemset Mining In Very Large DatasetsTransactions on Large-Scale Data- and Knowledge-Centered Systems, 2018, Transactions on Large-Scale Data- and Knowledge-Centered Systems: Special Issue on Database- and Expert-Systems Applications, 39
Journal articles
hal-01934662v1
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Towards a Scalable Set Similarity Join using MapReduce and LSHInternational Conference on Computational Science, Jun 2022, London, United Kingdom
Conference papers
hal-03677427v1
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MapFIM: Memory Aware Parallelized Frequent Itemset Mining in Very Large DatasetsInternational Conference on Database and Expert Systems Applications (DEXA), Aug 2017, Lyon, France
Conference papers
hal-01622256v1
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