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Major publications by the team in recent years
  • 1N. Cheriere, M. Dorier.

    Design and Evaluation of Topology-aware Scatter and AllGather Algorithms for Dragonfly Networks, November 2016, Supercomputing 2016, Poster.

  • 2A. Costan, R. Tudoran, G. Antoniu, G. Brasche.

    TomusBlobs: Scalable Data-intensive Processing on Azure Clouds, in: CCPE - Concurrency and Computation: Practice and Experience, May 2013.

  • 3B. Da Mota, R. Tudoran, A. Costan, G. Varoquaux, G. Brasche, P. J. Conrod, H. Lemaitre, T. Paus, M. Rietschel, V. Frouin, J.-B. Poline, G. Antoniu, B. Thirion.

    Machine Learning Patterns for Neuroimaging-Genetic Studies in the Cloud, in: Frontiers in Neuroinformatics, April 2014, vol. 8.

  • 4M. Dorier, G. Antoniu, F. Cappello, M. Snir, L. Orf.

    Damaris: How to Efficiently Leverage Multicore Parallelism to Achieve Scalable, Jitter-free I/O, in: CLUSTER - IEEE International Conference on Cluster Computing, Beijing, China, IEEE, September 2012.

  • 5M. Dorier, G. Antoniu, F. Cappello, M. Snir, R. Sisneros, O. Yildiz, S. Ibrahim, T. Peterka, L. Orf.

    Damaris: Addressing Performance Variability in Data Management for Post-Petascale Simulations, in: ACM Transactions on Parallel Computing, 2016.

  • 6M. Dorier, G. Antoniu, R. Ross, D. Kimpe, S. Ibrahim.

    CALCioM: Mitigating I/O Interference in HPC Systems through Cross-Application Coordination, in: IPDPS - International Parallel and Distributed Processing Symposium, Phoenix, United States, May 2014.

  • 7M. Dorier, M. Dreher, T. Peterka, G. Antoniu, B. Raffin, J. M. Wozniak.

    Lessons Learned from Building In Situ Coupling Frameworks, in: ISAV 2015 - First Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization (held in conjunction with SC15), Austin, United States, November 2015. [ DOI : 10.1145/2828612.2828622 ]

  • 8M. Dorier, S. Ibrahim, G. Antoniu, R. Ross.

    Omnisc'IO: A Grammar-Based Approach to Spatial and Temporal I/O Patterns Prediction, in: SC14 - International Conference for High Performance Computing, Networking, Storage and Analysis, New Orleans, United States, IEEE, ACM, November 2014.

  • 9M. Dorier, S. Ibrahim, G. Antoniu, R. Ross.

    Using Formal Grammars to Predict I/O Behaviors in HPC: the Omnisc'IO Approach, in: TPDS - IEEE Transactions on Parallel and Distributed Systems, October 2015. [ DOI : 10.1109/TPDS.2015.2485980 ]

  • 10P. Matri, A. Costan, G. Antoniu, J. Montes, M. S. Pérez.

    Týr: Blob Storage Meets Built-In Transactions, in: IEEE ACM SC16 - The International Conference for High Performance Computing, Networking, Storage and Analysis 2016, Salt Lake City, United States, November 2016.

  • 11B. Nicolae, G. Antoniu, L. Bougé, D. Moise, A. Carpen-Amarie.

    BlobSeer: Next-Generation Data Management for Large-Scale Infrastructures, in: JPDC - Journal of Parallel and Distributed Computing, February 2011, vol. 71, no 2, pp. 169–184.

  • 12B. Nicolae, J. Bresnahan, K. Keahey, G. Antoniu.

    Going Back and Forth: Efficient Multi-Deployment and Multi-Snapshotting on Clouds, in: HPDC 2011 - The 20th International ACM Symposium on High-Performance Parallel and Distributed Computing, San José, CA, United States, June 2011.

  • 13R. Tudoran, A. Costan, G. Antoniu.

    OverFlow: Multi-Site Aware Big Data Management for Scientific Workflows on Clouds, in: IEEE Transactions on Cloud Computing, June 2015. [ DOI : 10.1109/TCC.2015.2440254 ]

Publications of the year

Doctoral Dissertations and Habilitation Theses

Invited Conferences

  • 16G. Antoniu, A. Costan, O.-C. Marcu.

    ZettaFlow: Towards High-Performance ML-based Analytics across the Digital Continuum, in: BDEC2 2019 - Workshop on Big Data and Extreme-scale Computing, San Diego, United States, San Diego Supercomputing Center, October 2019, 4 p.

  • 17G. Antoniu, A. Costan, O.-C. Marcu, M. Hernández-Pérez, N. Stojanovic.

    Towards a demonstrator of the Sigma Data Processing Architecture for BDEC 2, in: BDEC2 2019 - Workshop on Big Data and Extreme-scale Computing, Poznan, Poland, Poznan Supercomputing and Networking Center, May 2019, 4 p.


International Conferences with Proceedings

  • 18N. Cheriere, M. Dorier, G. Antoniu.

    Is it Worth Relaxing Fault Tolerance to Speed Up Decommission in Distributed Storage Systems?, in: CCGrid 2019 - IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing, Larnaca, Cyprus, IEEE, May 2019, pp. 1-10. [ DOI : 10.1109/CCGRID.2019.00024 ]

  • 19P. Silva, A. Costan, G. Antoniu.

    Investigating Edge vs. Cloud Computing Trade-offs for Stream Processing, in: BigData 2019 - IEEE International Conference on Big Data, Los Angeles, United States, IEEE, December 2019.

  • 20P. Silva, A. Costan, G. Antoniu.

    Towards a Methodology for Benchmarking Edge Processing Frameworks, in: IPDPSW 2019 - IEEE International Parallel and Distributed Processing Symposium Workshops, Rio de Janeiro, Brazil, IEEE, May 2019, pp. 904-907. [ DOI : 10.1109/IPDPSW.2019.00149 ]


Other Publications

  • 21K. Fauvel, D. Balouek-Thomert, D. Melgar, P. Silva, A. Simonet, G. Antoniu, A. Costan, V. Masson, M. Parashar, I. Rodero, A. Termier.

    A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning, November 2019, working paper or preprint.

References in notes