Project-Team Zenith
Members
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Major publications by the team in recent years
  • 1T. Allard, G. Hébrail, F. Masseglia, E. Pacitti.
    Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering, in: 34th International ACM Conference on Management of Data (ACM SIGMOD), Melbourne, Australia, ACM SIGMOD, May 2015. [ DOI : 10.1145/2723372.2749453 ]
    https://hal.inria.fr/hal-01136686
  • 2A. Joly, P. Bonnet, H. Goëau, J. Barbe, S. Selmi, J. Champ, S. Dufour-Kowalski, A. Affouard, J. Carré, J.-F. Molino, N. Boujemaa, D. Barthélémy.
    A look inside the Pl@ntNet experience, in: Multimedia Systems, 2015, 16 p. [ DOI : 10.1007/s00530-015-0462-9 ]
    https://hal.inria.fr/hal-01182775
  • 3A. Joly, H. Goeau, P. Bonnet, V. Bakic, J. Barbe, S. Selmi, I. Yahiaoui, J. Carré, E. Mouysset, J.-F. Molino, N. Boujemaa, D. Barthélémy.
    Interactive plant identification based on social image data, in: Ecological Informatics, 2013. [ DOI : 10.1016/j.ecoinf.2013.07.006 ]
    http://www.sciencedirect.com/science/article/pii/S157495411300071X
  • 4B. Kolev, P. Valduriez, C. Bondiombouy, R. Jimenez-Peris, R. Pau, J. O. Pereira.
    CloudMdsQL: Querying Heterogeneous Cloud Data Stores with a Common Language, in: Distributed and Parallel Databases, December 2016, vol. 34, no 4, pp. 463-503. [ DOI : 10.1007/s10619-015-7185-y ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01184016
  • 5M. Liroz-Gistau, R. Akbarinia, D. Agrawal, P. Valduriez.
    FP-Hadoop: Efficient Processing of Skewed MapReduce Jobs, in: Information Systems, 2016, vol. 60, pp. 69-84. [ DOI : 10.1016/j.is.2016.03.008 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01377715
  • 6J. Liu, E. Pacitti, P. Valduriez, D. De Oliveira, M. Mattoso.
    Multi-Objective Scheduling of Scientific Workflows in Multisite Clouds, in: Future Generation Computer Systems, 2016, vol. 63, pp. 76–95. [ DOI : 10.1016/j.future.2016.04.014 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01342203
  • 7H. Lustosa, F. Porto, P. Blanco, P. Valduriez.
    Database System Support of Simulation Data, in: Proceedings of the VLDB Endowment (PVLDB), September 2016, vol. 9, no 13, pp. 1329-1340.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01363738
  • 8E. Pacitti, R. Akbarinia, M. El Dick.
    P2P Techniques for Decentralized Applications, Morgan & Claypool Publishers, 2012, 104 p.
    http://hal.inria.fr/lirmm-00748635
  • 9S. Salah, R. Akbarinia, F. Masseglia.
    Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data, in: IEEE International Conference on Data Mining (ICDM), Atlantic city, United States, August 2015.
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01187275
  • 10M. Servajean, R. Akbarinia, E. Pacitti, S. Amer-Yahia.
    Profile Diversity for Query Processing using User Recommendations, in: Information Systems, March 2015, vol. 48, pp. 44-63. [ DOI : 10.1016/j.is.2014.09.001 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01079523
  • 11M. Servajean, A. Joly, D. Shasha, J. Champ, E. Pacitti.
    ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing, in: ACM Multimedia 2016, Amsterdam, Netherlands, October 2016.
    https://hal.inria.fr/hal-01373769
  • 12T. M. Özsu, P. Valduriez.
    Principles of Distributed Database Systems, third edition, Springer, 2011, 845 p.
    http://hal.inria.fr/hal-00640392/en
Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 16M. R. BOUADJENEK, H. Hacid, M. Bouzeghoub.
    Social Networks and Information Retrieval, How Are They Converging? A Survey, a Taxonomy and an Analysis of Social Information Retrieval Approaches and Platforms, in: Information Systems, March 2016, vol. 56, pp. 1-18. [ DOI : 10.1016/j.is.2015.07.008 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01174843
  • 17C. Bondiombouy, B. Kolev, O. Levchenko, P. Valduriez.
    Multistore Big Data Integration with CloudMdsQL, in: Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2016, forthcoming.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01345712
  • 18C. Bondiombouy, P. Valduriez.
    Query processing in multistore systems: an overview, in: International Journal of Cloud Computing, 2016, 38 p, To appear.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01341158
  • 19P. Bonnet, A. Joly, H. Goëau, J. Champ, C. Vignau, J.-F. Molino, D. Barthélémy, N. Boujemaa.
    Plant identification: Man vs. Machine. LifeCLEF 2014 plant identification challenge, in: Multimedia Tools and Applications, 2016, vol. 75, no 3, pp. 1647-1665. [ DOI : 10.1007/s11042-015-2607-4 ]
    https://hal-sde.archives-ouvertes.fr/hal-01289798
  • 20J. Champ, T. Lorieul, P. Bonnet, N. Maghnaoui, C. Sereno, T. Dessup, J.-M. Boursiquot, L. AUDEGUIN, T. Lacombe, A. Joly.
    Categorizing plant images at the variety level: Did you say fine-grained?, in: Pattern Recognition Letters, June 2016, forthcoming. [ DOI : 10.1016/j.patrec.2016.05.022 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01348914
  • 21B. Kolev, P. Valduriez, C. Bondiombouy, R. Jimenez-Peris, R. Pau, J. O. Pereira.
    CloudMdsQL: Querying Heterogeneous Cloud Data Stores with a Common Language, in: Distributed and Parallel Databases, December 2016, vol. 34, no 4, pp. 463-503. [ DOI : 10.1007/s10619-015-7185-y ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01184016
  • 22M. Liroz-Gistau, R. Akbarinia, D. Agrawal, P. Valduriez.
    FP-Hadoop: Efficient Processing of Skewed MapReduce Jobs, in: Information Systems, 2016, vol. 60, pp. 69-84. [ DOI : 10.1016/j.is.2016.03.008 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01377715
  • 23J. Liu, E. Pacitti, P. Valduriez, D. De Oliveira, M. Mattoso.
    Multi-Objective Scheduling of Scientific Workflows in Multisite Clouds, in: Future Generation Computer Systems, 2016, vol. 63, pp. 76–95. [ DOI : 10.1016/j.future.2016.04.014 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01342203
  • 24H. Lustosa, F. Porto, P. Blanco, P. Valduriez.
    Database System Support of Simulation Data, in: Proceedings of the VLDB Endowment (PVLDB), September 2016, vol. 9, no 13, pp. 1329-1340.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01363738
  • 25C. Pradal, S. Artzet, J. Chopard, D. Dupuis, C. Fournier, M. Mielewczik, V. Negre, P. Neveu, D. Parigot, P. Valduriez, S. Cohen-Boulakia.
    InfraPhenoGrid: A scientific workflow infrastructure for Plant Phenomics on the Grid, in: Future Generation Computer Systems, June 2016. [ DOI : 10.1016/j.future.2016.06.002 ]
    https://hal.inria.fr/hal-01336655
  • 26S. Salah, R. Akbarinia, F. Masseglia.
    A Highly Scalable Parallel Algorithm for Maximally Informative k-Itemset Mining, in: Knowledge and Information Systems (KAIS), April 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01288571
  • 27G. Sempéré, F. Philippe, A. DEREEPER, M. Ruiz, G. SARAH, P. Larmande.
    Gigwa—Genotype investigator for genome- wide analyses, in: GigaScience, May 2016. [ DOI : 10.1186/s13742-016-0131-8 ]
    https://hal.archives-ouvertes.fr/hal-01411506
  • 28V. Silva Souza, O. Daniel De, P. Valduriez, M. Mattoso.
    Analyzing Related Raw Data Files through Dataflows, in: Concurrency and Computation: Practice and Experience, 2016, vol. 28, no 8, pp. 2528-2545. [ DOI : 10.1002/cpe.3616 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01181231
  • 29J. Starlinger, S. Cohen-Boulakia, S. Khanna, S. Davidson, U. Leser.
    Effective and Efficient Similarity Search in Scientific Workflow Repositories, in: Future Generation Computer Systems, 2016, vol. 56, pp. 584-594. [ DOI : 10.1016/j.future.2015.06.012 ]
    https://hal.archives-ouvertes.fr/hal-01170597
  • 30G. Tagny Ngompe, A. Venkatesan, N. El Hassouni, M. Ruiz, P. Larmande.
    AgroLD API : Une architecture orientée services pour l'extraction de connaissances dans la base de données liées AgroLD, in: Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, November 2016. [ DOI : 10.3166/ISI.28.2-3.1-25 ]
    https://hal.archives-ouvertes.fr/hal-01411532
  • 31S. Vrochidis, K. D. Karatzas, A. Karppinen, A. Joly.
    Guest Editorial: Environmental Multimedia Retrieval, in: Multimedia Tools and Applications, 2016, vol. 75, no 3, pp. 1557–1562. [ DOI : 10.1007/s11042-016-3256-y ]
    https://hal.archives-ouvertes.fr/hal-01373782

International Conferences with Proceedings

  • 32T. Allard, G. Hébrail, F. Masseglia, E. Pacitti.
    A New Privacy-Preserving Solution for Clustering Massively Distributed Personal Times-Series, in: ICDE: International Conference on Data Engineering, Helsinki, Finland, May 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01270268
  • 33C. Bondiombouy, B. Kolev, P. Valduriez, O. Levchenko.
    Extending CloudMdsQL with MFR for Big Data Integration *, in: BDA: Bases de Données Avancées, Poitiers, France, LIAS / ISAE-ENSMA, Poitiers, November 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01409104
  • 34J. Champ, H. Goëau, A. Joly.
    Floristic participation at LifeCLEF 2016 Plant Identification Task, in: CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, September 2016, pp. 450–458.
    https://hal.archives-ouvertes.fr/hal-01373776
  • 35H. Goëau, P. Bonnet, A. Joly.
    Plant Identification in an Open-world (LifeCLEF 2016), in: CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, September 2016, pp. 428–439.
    https://hal.archives-ouvertes.fr/hal-01373780
  • 36H. Goëau, H. Glotin, W.-P. Vellinga, R. Planqué, A. Joly.
    LifeCLEF Bird Identification Task 2016: The arrival of Deep learning, in: Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Evora, Portugal, September 2016, pp. 440–449.
    https://hal.archives-ouvertes.fr/hal-01373779
  • 37A. Joly, H. Goëau, J. Champ, S. Dufour-Kowalski, H. Müller, P. Bonnet.
    Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet, in: ACM Multimedia 2016, Amsterdam, Netherlands, October 2016.
    https://hal.inria.fr/hal-01373762
  • 38A. Joly, H. Goëau, H. Glotin, C. Spampinato, P. Bonnet, W.-P. Vellinga, J. Champ, R. Planqué, S. Palazzo, H. Müller.
    LifeCLEF 2016: Multimedia Life Species Identification Challenges, in: CLEF 2016 - 7th International Conference of the CLEF Association, Evora, Portugal, N. Fuhr, P. Quaresma, T. Gonçalves, B. Larsen, K. Balog, C. Macdonald, L. Cappellato, N. Ferro (editors), Experimental IR Meets Multilinguality, Multimodality, and Interaction, Springer, September 2016, pp. 286–310. [ DOI : 10.1007/978-3-319-44564-9_26 ]
    https://hal.archives-ouvertes.fr/hal-01373781
  • 39A. Joly, J.-C. Lombardo, J. Champ, A. Saloma.
    Unsupervised Individual Whales Identification: Spot the Difference in the Ocean, in: Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Evora, Portugal, September 2016, pp. 469–480.
    https://hal.archives-ouvertes.fr/hal-01373777
  • 40C. Jonquet, A. Toulet, E. Arnaud, S. Aubin, E. D. Yeumo, V. Emonet, V. Pesce, P. Larmande.
    AgroPortal: an open repository of ontologies and vocabularies for agriculture and nutrition data, in: GODAN Summit, New York, NY, United States, B. Schaap (editor), September 2016.
    https://hal.archives-ouvertes.fr/hal-01398252
  • 41B. Kolev, C. Bondiombouy, O. Levchenko, P. Valduriez, R. Jimenez-Péris, R. Pau, J. Pereira.
    Design and Implementation of the CloudMdsQL Multistore System, in: CLOSER: Cloud Computing and Services Science, Roma, Italy, DataDiversityConvergence Workshop, April 2016, vol. 1, pp. 352-359. [ DOI : 10.5220/0005923803520359 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01341172
  • 42B. Kolev, C. Bondiombouy, P. Valduriez, R. Jiménez-Peris, R. Pau, J. Pereira.
    The CloudMdsQL Multistore System, in: SIGMOD, San Francisco, United States, June 2016, Verifier le Doi. [ DOI : 10.1145/2882903.2899400 ]
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01288025
  • 43B. Kolev, R. Pau, O. Levchenko, P. Valduriez, R. Jiménez-Peris, J. Pereira.
    Benchmarking Polystores: the CloudMdsQL Experience, in: IEEE BigData 2016: Workshop on Methods to Manage Heterogeneous Big Data and Polystore Databases, Washington D.C., United States, V. Gadepally (editor), IEEE Computing Society, December 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01415582
  • 44V. Leveau, A. Joly, O. Buisson, P. Valduriez.
    Spatially Localized Visual Dictionary Learning, in: ICMR '16 Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, New York, United States, ACM, June 2016, pp. 367–370. [ DOI : 10.1145/2911996.2912070 ]
    https://hal.archives-ouvertes.fr/hal-01373778
  • 45J. Liu, E. Pacitti, P. Valduriez, M. Mattoso.
    Scientific Workflow Scheduling with Provenance Support in Multisite Cloud, in: VECPAR, Porto, Portugal, Faculty of Engineering of the University of Porto, Portugal, June 2016, 8 p.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01342190
  • 46L. Pineda-Morales, J. Liu, A. Costan, E. Pacitti, G. Antoniu, P. Valduriez, M. Mattoso.
    Managing Hot Metadata for Scientific Workflows on Multisite Clouds, in: BIGDATA 2016 - 2016 IEEE International Conference on Big Data, Washington, United States, December 2016.
    https://hal.inria.fr/hal-01395715
  • 47M. Servajean, A. Joly, D. Shasha, J. Champ, E. Pacitti.
    ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing, in: ACM Multimedia 2016, Amsterdam, Netherlands, October 2016.
    https://hal.inria.fr/hal-01373769
  • 48R. Souza, V. Silva, A. L. G. A. Coutinho, P. Valduriez, M. Mattoso.
    Online Input Data Reduction in Scientific Workflows, in: WORKS: Workflows in Support of Large-scale Science, Salt Lake City, United States, ACM SIGHPC and IEEE, November 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01400538

National Conferences with Proceedings

  • 49B. Kolev, C. Bondiombouy, P. Valduriez, R. Jiménez-Peris, R. Spain, J. Pereira.
    Demonstration of the CloudMdsQL Multistore System, in: BDA: Bases de Données Avancées, Poitiers, France, November 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01408621
  • 50J. Liu, E. Pacitti, P. Valduriez, D. De Oliveira, M. Mattoso.
    Scientific Workflow Execution with Multiple Objectives in Multisite Clouds, in: BDA: Bases de Données Avancées, Poitiers, France, Principes, Technologies et Applications, LIAS / ISAE-ENSMA, Poitiers, November 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01409092
  • 51S. Mahboubi, R. Akbarinia, P. Valduriez.
    Privacy Preserving Query Processing in the Cloud, in: BDA: Bases de Données Avancées, Poitiers, France, November 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01410395
  • 52S. Salah, R. Akbarinia, F. Masseglia.
    Mining Maximally Informative k-Itemsets in Massively Distributed Environments, in: BDA: Bases de Données Avancées, Poitiers, France, November 2016.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01411190

Conferences without Proceedings

  • 53L. Le Ngoc, A. Tireau, A. Venkatesan, P. Neveu, P. Larmande.
    Development of a knowledge system for Big Data: Case study to plant phenotyping data, in: WIMS '16 Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, Nimes, France, ACM, June 2016. [ DOI : 10.1145/2912845.2912869 ]
    https://hal.archives-ouvertes.fr/hal-01411565
  • 54A. Venkatesan, N. El Hassouni, F. Phillipe, C. Pommier, H. Quesneville, M. Ruiz, P. Larmande.
    Exposing French agronomic resources as Linked Open Data, in: Ingenierie des Connaissances IC2016 - Workshop In Ovive, Montpellier, France, June 2016.
    https://hal.archives-ouvertes.fr/hal-01411759
  • 55S. Zevio, N. El Hassouni, M. Ruiz, P. Larmande.
    AgroLD indexing tools with ontological annotations, in: Semantic Web for Life Science - SWA4LS, Amsterdam, France, December 2016.
    https://hal.archives-ouvertes.fr/hal-01411713

Internal Reports

  • 56C. Bondiombouy, P. Valduriez.
    Query Processing in Multistore Systems: an overview, Inria Sophia Antipolis - Méditerranée, March 2016, no RR-8890, 38 p.
    https://hal.inria.fr/hal-01289759
  • 57S. Cohen-Boulakia, P. Valduriez.
    Bioinformatics big data processing, Inria Sophia Antipolis ; LRI - CNRS, University Paris-Sud, May 2016, no RR-8915, 8 p.
    https://hal.inria.fr/hal-01321033

Scientific Popularization

Other Publications

  • 59C. Jonquet, E. Dzalé-Yeumo, E. Arnaud, P. Larmande, A. Toulet, M.-A. Laporte.
    AgroPortal : A Proposition for Ontology-Based Services in the Agronomic Domain, Systems Biology and Ontologies, Poster session, January 2016, no P0343, PAG: Plant & Animal Genome, Poster.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01397465
  • 60D. Robakowska Hyzorek, M. Mirouze, P. Larmande.
    Integration and Visualization of Epigenome and Mobilome Data in Crops, September 2016, Journees Ouvertes Biologie Informatique Mathematiques (JOBIM), Poster.
    https://hal.archives-ouvertes.fr/hal-01411668
  • 61V. Silva, J. Camata, D. De Oliveira, A. L. G. A. Coutinho, P. Valduriez, M. Mattoso.
    In Situ Data Steering on Sedimentation Simulation with Provenance Data, November 2016, SC: High Performance Computing, Networking, Storage and Analysis, Poster.
    https://hal-lirmm.ccsd.cnrs.fr/lirmm-01400532

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