Laurent d'Orazio
Publications
Publications
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Computation of fuzzy joins over large collections of JSON data using semantic similarity2026 |
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Scalable Structural Similarity Analysis of JSON documents Using MapReduceIEEE International Conference on Fuzzy Systems, Jul 2025, Reims (51), France |
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Multi-Dimensional Exploration of Media Collection MetadataMMM 2025 - International Conference on Multimedia Modeling, Jan 2025, Nara, Japan. ⟨10.1007/978-981-96-2074-6_18⟩ |
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Energy and Performance Evaluation of Serverless and Serverful Models on Spark for Database Join OperationsInternational Conference on Database and Expert Systems Applications (DEXA), Aug 2025, Bangkok, Thailand |
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On Integrating Robotic Data with GIS Tools in a Cloud Environment (Application Paper)Data Analytics solutions for Real-LIfe APplications (DARLI-AP@EDBT), Mar 2025, Barcelone, Spain. pp.7 |
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VG-Prefetcher Cache: Towards Edge-Based Time Series Data Management Using Visibility Graph PrefetchingInternational Conference on Scientific and Statistical Database Management (SSDBM), Jul 2024, Rennes, France. pp.1-4, ⟨10.1145/3676288.3676304⟩ |
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WebAssembly serverless join: A Study of its ApplicationInternational Conference on Scientific and Statistical Database Management (SSDBM), Jul 2024, Rennes France, France. pp.1-4, ⟨10.1145/3676288.3676305⟩ |
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GUESS: monitorinG join qUery Execution in Serverless and Serverful sparkInternational Conference on Database Systems for Advanced Applications (DASFAA), Jul 2024, Gifu, Japan |
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Form-based semantic caching on time seriesInternational Conference on Computational Science and Its Applications (ICCSA), Jul 2024, Hanoi (Vietnam), France |
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HeROcache: Storage-Aware Scheduling in Heterogeneous Serverless Edge - The Case of IDSCCGrid 2024 - 24th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing, May 2024, Philadelphia, United States. pp.1-11 |
Scalable Computation of Fuzzy Joins Over Large Collections of JSON Data2023 IEEE International Conference on Fuzzy Systems (FUZZ), Aug 2023, Incheon, South Korea. ⟨10.1109/fuzz52849.2023.10309759⟩ |
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HeROfake: Heterogeneous Resources Orchestration in a Serverless Cloud – An Application to Deepfake DetectionCCGrid 2023 - IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing, May 2023, Bangalore, India. pp.154-165, ⟨10.1109/CCGrid57682.2023.00024⟩ |
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Multi-objective query optimization in Spark SQLIDEAS 2022 - International Database Engineered Applications Symposium, Aug 2022, Budapest, Hungary |
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SLA-Aware Cloud Query Processing with Reinforcement Learning-based Multi-Objective Re-OptimizationDAWAK 2022 - International Conference on Data Warehousing and Knowledge Discovery, Aug 2022, Vienna, Austria |
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RISCLESS: A Reinforcement Learning Strategy to Guarantee SLA on Cloud Ephemeral and Stable Resources2022 30th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), Mar 2022, Valladolid, Spain. pp.83-87, ⟨10.1109/PDP55904.2022.00021⟩ |
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ASSIST: Outil pour l'extraction et l'analyse statistique d'articlesEDA 2022 : 18ème journées Business Intelligence & Big Data, Oct 2022, Clermont- Ferrand, France |
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Cache management in MASCARA-FPGA: from coalescing heuristic to replacement policyDaMoN 2022 - 18th International Workshop on Data Management on New Hardware, Jun 2022, Philadelphia, United States. pp.1-5, ⟨10.1145/3533737.3535096⟩ |
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The Lannion report on Big Data and Security Monitoring ResearchWorkshop on Big Data for CyberSecurity (BigCyber-2022), Dec 2022, Osaka, Japan. pp.2960-2969, ⟨10.1109/BigData55660.2022.10020852⟩ |
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From Cloud to Serverless: MOO in the new Cloud epochInternational Conference on Extending Database Technology (EDBT), Mar 2022, Virtual, United Kingdom. ⟨10.48786/edbt.2022.58⟩ |
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Cloud Query Processing with Reinforcement Learning-based Multi-Objective Re-optimizationInternational Conference on Model & Data Engineering (MEDI), Jun 2021, Tallinn, Estonia |
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MASCARA-FPGA cooperation model: Query Trimming through acceleratorsSSDBM 2021 - 33rd International Conference on Scientific and Statistical Database Management, Jul 2021, Tampa, United States. pp.203-208, ⟨10.1145/3468791.3468795⟩ |
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FRESQUE: A Scalable Ingestion Framework for Secure Range Query Processing on CloudsEDBT 2021 - 24th International Conference on Extending Database Technology, Mar 2021, Nicosia, Cyprus. ⟨10.5441/002/edbt.2021.19⟩ |
Towards Data-and-Innovation Driven Sustainable and Productive Agriculture: BIO-AGRI-WATCH as a Use Case Study2021 IEEE International Conference on Big Data (Big Data), Dec 2021, Orlando, United States. pp.3407-3415, ⟨10.1109/BIGDATA52589.2021.9671520⟩ |
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ASSIST: Article eXtraction and statIstical AnalysiSInternational Workshop on Data science for equality, inclusion and well-being challenges (DS4EIW@BigData), Dec 2021, Virtuelle, France |
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Towards Data-and-Innovation Driven Sustainable and Productive Agriculture: BIO-AGRI-WATCH as a Use Case StudyWorkshop on Smart Farming, Precision Agriculture, and Supply Chain (SmartFarm@BigData), Dec 2021, Virtuelle, France. pp.3407-3415, ⟨10.1109/BigData52589.2021.9671520⟩ |
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Cooking related Carbon Footprint Evaluationand OptimisationInternational Workshop on Intelligent Data – From Data to Knowledge (DOING 2020), Aug 2020, Lyon, France |
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Optimization for Large-Scale Fuzzy Joins Using Fuzzy Filters in MapReduceFUZZ-IEEE 2020 - International Conference on Fuzzy Systems, Jul 2020, Glasgow, United Kingdom. pp.1-8, ⟨10.1109/FUZZ48607.2020.9177610⟩ |
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A Persistent Memory-Aware Buffer Pool Manager Simulator for Multi-Tenant Cloud DatabasesInternational Workshop on Big Data Management on Emerging Hardware, Apr 2020, Dallas, United States |
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A Scored Semantic Cache Replacement Strategy for Mobile Cloud Database SystemsInternational Workshop on BI & BIG DATA APPLICATIONS (BBIGAP) @ ADBIS, Aug 2020, Lyon, France |
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ReLeaSER: A Reinforcement Learning Strategy for Optimizing Utilization Of Ephemeral Cloud ResourcesCloudCom 2020 - 12th IEEE International Conference on Cloud Computing Technology and Science, Dec 2020, Bangkok, Thailand. pp.1-9 |
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Think Cities: the accelerator for sustainable planningInternational Workshop on Data-Driven Smart Cities (DASC@ICDE), Apr 2020, Dallas, United States |
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MASCARA (ModulAr Semantic CAching fRAmework) towards FPGA acceleration for IoT Security monitoringVLIoT 2020 - International Workshop on Very Large Internet of Things, Sep 2020, Tokyo, Japan. pp.14-23 |
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Optimizing DICOM data management with NSGA-GInternational Workshop on Design, Optimization, Languages and Analytical Processing of Big Data, Mar 2019, Lisbon, Portugal |
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Dynamic estimation for medical data management in a cloud federationInternational Workshop on Data Analytics solutions for Real-LIfe APplications, Mar 2019, Lisbon, Portugal |
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A Vision of a Decisional Model for Re-optimizing Query Execution Plans Based on Machine Learning TechniquesInternational Workshop on Design, Optimization, Languages and Analytical Processing of Big Data, Mar 2019, Lisbon, Portugal |
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On Complex Value Relations in HiveInternational Workshop on Modeling and Management of Big Data, Nov 2019, Salvador, Bahia, Brazil |
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Range Query Processing for Monitoring Applications over Untrustworthy CloudsInternational Conference on Extending Database Technology, Mar 2019, Lisbon, Portugal. ⟨10.5441/002/edbt.2019.82⟩ |
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A Method to build a Geolocalized Food Price Time Series Knowledge Base analyzable by EveryoneLatin America Data Science Workshop (LADaS@VLDB), 2018, Rio de Janeiro, Brazil |
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Toward FPGA-Based Semantic Caching for Accelerating Data Analysis with Spark and HDFSISIP 2019 - International Workshop on Information Search, Integration, and Personalization, May 2018, Fukuoka, Japan. pp.104-115, ⟨10.1007/978-3-030-30284-9_7⟩ |
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Improving Hamming distance-based fuzzy join in MapReduce using Bloom FiltersFUZZ-IEEE 2018 - International Conference on Fuzzy Systems, Jul 2018, Rio de Janeiro, Brazil. pp.1-7, ⟨10.1109/FUZZ-IEEE.2018.8491658⟩ |
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Adaptive Time, Monetary Cost Aware Query Optimization on Cloud Database SystemsInternational workshop on Scalable Cloud Data Management (SCDM@BigData), Dec 2018, Seattle, United States |
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An efficient multi-objective genetic algorithm for cloud computing: NSGA-GInternational Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD), Dec 2018, Seattle, United States |
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Graph Constraints in Urban Computing: Dealing with conditions in processing urban dataInternational workshop on Data Analytics solutions for Real-LIfe Applications (DARLI-AP), Jun 2017, Exter, United Kingdom |
Storing and Querying DICOM Data with HYTORMOData Management and Analytics for Medicine and Healthcare - International Workshop (DMAH), Held at VLDB, Revised Selected Papers, Sep 2016, New Delhi, India. pp.43-61, ⟨10.1007/978-3-319-57741-8_4⟩ |
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Improving user interaction in mobile-cloud database query processingWorkshop on Scalable Cloud Data Management, Dec 2017, Boston, United States |
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Cost models for distributed pattern mining in the cloud: application to graph patternsIEEE Trustcom/BigDataSE/ISPA , Aug 2015, Helsinki, Finland. ⟨10.1109/Trustcom.2015.569⟩ |
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A novel MapReduce-based approach for distributed frequent subgraph miningReconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France |
Toward Cost-Aware Semantic Caching in the CloudWorkshop on Information Search, Integration and Personalization (ISIP), 2012, Sapporo, Japan. 10 p |
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Optimized Data Management for E-Learning in the Clouds towards Cloodle4th Symposium on Information and Communication Technology (SoICT), Dec 2013, Danang, Vietnam. pp.320-324, ⟨10.1145/2542050.2542089⟩ |
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Modèles de coût pour la sélection de vues matérialisées dans le nuage, application aux services Amazon EC2 et S39èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne (EDA 2013), Jun 2013, Blois, France. pp.53-68 |
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A GRASP Heuristic to Optimize the Materialization of Views in the CloudXLV Brazilian Symposium of Operational Research (SBPO), Sep 2013, Natal, Brazil. pp.1825-1834 |
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Cooperative Database Caching within Cloud Environments6th International Conference on Autonomous Infrastructure (AIMS), Jun 2012, Luxembourg, Luxembourg. pp.14-25, ⟨10.1007/978-3-642-30633-4_3⟩ |
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Cost Models for View Materialization in the CloudWorkshop on Data Analytics in the Cloud (EDBT-ICDT/DanaC 2012), Mar 2012, Berlin, Germany. http://www.edbt.org/Proceedings/2012-Berlin/papers/workshops/danac2012/a2-nguyen.pdf |
Intégration des tableaux multidimensionnels en pig pour l'entreposage de données sur les nuagesJournées francophones sur les entrepôts de données et l'analyse en ligne, Jun 2010, Djerba, Tunisie. pp.21-34 |
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Multidimensional arrays for warehousing data on cloudsData Management in Grid and Peer-to-Peer Systems, Sep 2010, Bilbao, Spain |
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Merging File Systems and Data Bases to Fit the GridInternational Conference on Data Management in Grid and Peer-to- Peer Systems (Globe), Lecture Notes in Computer Science, 2010, Bilbao, Spain. pp.13-25, ⟨10.1007/978-3-642-15108-8_2⟩ |
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Service de diagnostic pour composants logicielsQualita 2009, 2009, Besançon, France. pp.5 |
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GEDEON , un Intergiciel pour Grille de DonnéesRenPar'17 : 17ème Rencontres Francophones du Parallélisme, Oct 2006, Canet en Roussillon, France |
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Services de cache et intergiciel pour grilles de donnéesBDA 2006 : 22èmes Journées Bases de Données Avancées, Oct 2006, Lille, France |
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Serverless Cloud Computing: State of the Art and ChallengesServerless Computing: Principles and Paradigms, 162, Springer International Publishing, pp.275-316, 2023, Lecture Notes on Data Engineering and Communications Technologies, ⟨10.1007/978-3-031-26633-1_11⟩ |
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A Theoretical and Experimental Comparison of Filter-Based Equijoins in MapReduceTransactions on Large-Scale Data- and Knowledge-Centered Systems XXV, 9620, Springer, pp.33-70, 2016, Lecture Notes in Computer Science, 978-3-662-49533-9. ⟨10.1007/978-3-662-49534-6_2⟩ |
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Distributed Function Cache for Heterogeneous Serverless CloudPer3S - Performance and Scalability of Storage Systems, May 2023, Paris, France. pp.1-1, 2023 |
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RISCLESS: A Reinforcement Learning Strategy to Exploit Unused Cloud Resources[Research Report] ENSTA Bretagne - École nationale supérieure de techniques avancées Bretagne. 2022, pp.1-9 |
Xe journées francophones sur les Entrepôts de Données et l'Analyse en Ligne. EDA'14Hermann, pp.175, 2014 |
Xe journées francophones sur les Entrepôts de Données et l’Analyse en Ligne EDA’142014, RNTI, pp.175, 2014 |