Journal Articles
- Hybrid Binary Consensus in Anonymous Asynchronous Systems Using Coins and Failure Detectors, The Journal of Supercomputing, Open Access
- Massively Distributed Time Series Indexing and Querying, IEEE Transactions on Knowledge and Data Engineering, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, and Themis Palpanas, November, 2018
DOI: 10.1109/TKDE.2018.2880215
Open Access - ParCorr: Efficient Parallel Methods to Identify Similar Time Series Pairs Across Sliding Windows, Data Mining and Knowledge Discovery, Djamel Edine Yagoubi, Reza Akbarinia, Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Patrick Valduriez, and Dennis Shasha, August, 2018
DOI: 10.1007/s10618-018-0580-z
Open Access - A Survey of Scheduling Frameworks in Big Data Systems, International Journal of Cloud Computing, Imderscience Publishers, Ji Liu, Esther Pacitti, and Patrick Valduriez, January, 2018
DOI: 10.1504/IJCC.2018.093765
Open Access
Conference and Workshops Papers
- Distributed Algorithms to Find Similar Time Series, European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), Oleksandra Levchenko, Boyan Kolev, Djamel-Edine Yagoubi, Dennis Shasha, Themis Palpanas, Patrick Valduriez, Reza Akbarinia, Florent Masseglia, September, 2019
DOI: TBA
Open Access - Implementing Value-at-Risk and Expected Shortfall for Real Time Risk Monitoring, DATA 2019 – 2nd Workshop on Appliance for Data-Intensive and Time Critical Applications – ADITCA 2019, Petra Ristau, July, 2019
DOI: 10.5220/0008318704590464
Open Access - Recovery in ClouDBAppliance’s High-Availability Middleware, DATA 2019 – 2nd Workshop on Appliance for Data-Intensive and Time Critical Applications – ADITCA 2019, Hugo Abreu, Luís Ferreira, Fábio Coelho, Ana Nunes Alonso, and José Pereira, July, 2019
DOI: 10.5220/0008318304470453
Open Access - Fast and Streaming Analytics in ATM Cash Management, DATA 2019 – 2nd Workshop on Appliance for Data-Intensive and Time Critical Applications – ADITCA 2019, Terpsichori-Helen Velivassaki and Panagiotis Athanasoulis, July, 2019
DOI: 10.5220/0008318504540458
Repository Link - Using a Skip-Gram Architecture for model contextualization in CARS, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Dimitrios Poulopoulos, Athina Kalampogia, May, 2019
DOI: 10.5220/0008256304430446
Open Access - GPU Acceleration of PySpark using Rapids AI, DATA 2019 – 2nd Workshop on Appliance for Data-Intensive and Time Critical Applications – ADITCA 2019, Abdallah Aguerzame, Benoit Pelletier and François Waeselynck, July, 2019
DOI: 10.5220/0008191404370442
Open Access - Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding Windows, DATA 2019 – 2nd Workshop on Appliance for Data-Intensive and Time Critical Applications – ADITCA 2019, Boyan Kolev, Reza Akbarinia, Ricardo Jimenez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patino and Patrick Valduriez, July, 2019
DOI: 10.5220/0008191304310436
Repository Link - Parallel Efficient Data Loading, DATA 2019 – 2nd Workshop on Appliance for Data-Intensive and Time Critical Applications – ADITCA 2019, Ricardo Jiménez-Peris, Francisco Ballesteros, Ainhoa Azqueta, Pavlos Kranas, Diego Burgos and Patricio Martínez, July, 2019
DOI: 10.5220/0008318904650469
Repository Link - Dynamic Data Streaming for an Appliance, DATA 2019 – 2nd Workshop on Appliance for Data-Intensive and Time Critical Applications – ADITCA 2019, Marta Patiño and Ainhoa Azqueta, July, 2019
DOI: 10.5220/0008319204700477
Repository Link
- Real time financial risk monitoring as a data-intensive application, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Petra Ristau and Lukas Krain, May 2019
DOI: 10.5220/0007905706600665
Repository Link - The End of the Nightly Batch: How In-memory Computing and the Cloud Are Transforming Business Processes, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Antoine Chambille and Gaëlle Guimezanes, May 2019
DOI: 10.5220/0007905606540659
Repository Link - Towards Intra-Datacenter High-Availability in ClouDBAppliance, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Luís Ferreira, Fábio Coelho, Ana Nunes Alonso, and José Pereira, May, 2019
DOI: 10.5220/000787630635064
Repository Link - A Holistic Approach to Proximity Marketing, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Themistocleous Marinos, Katelaris Leonidas, Fabrizio Brasca, May, 2019
DOI: 10.5220/0007861106290634
Open Access - Immediate Mobility Number Portability: Cloud Database Appliance Platform to Provide Central Portability, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Katelaris Leonidas, Themistocleous Marinos, and Branca Fabrizio, May, 2019
DOI: 10.5220/0007877306210624
Repository Link - A NUMA aware Spark™ on many-cores and large memory servers, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, François Waeselynck, Benoit Pelletier, May, 2019
DOI: 10.5220/0007905506480653
Repository Link - NUMA-aware Deployments for LeanXcale Database Appliance, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Ricardo Jiménez-Peris, Francisco Ballesteros, Pavlos Kranas, Diego Burgos and Patricio Martínez, May, 2019
DOI: 10.5220/0007905806660671
Repository Link -
uCash: ATM Cash Management Platform as a Critical and Data-Intensive Application, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Terpsichori-Helen Velivassaki, Panagiotis Athanasoulis and Panagiotis Trakadas, May, 2019
DOI: 10.5220/0007876606420647
Repository Link - Data Streaming for Appliances, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Marta Patiño and Ainhoa Azqueta, May, 2019
DOI: 10.5220/0007905906720678
Repository Link - Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities, CLOSER 2019 – Special Session on Appliances for Data-Intensive and Time Critical Applications – ADITCA 2019, Boyan Kolev, Reza Akbarinia, Ricardo Jimenez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño-Martinez, and Patrick Valduriez, May, 2019
DOI: 10.5220/0007843806810687
Repository Link - Dirichlet Proccess Mixture Models made Scalable and Effective by means of Massive Distribution, Khadidja Meguelati, Bénédicte Fontez, Nadine Hilgert, Florent Masseglia, SAC 2019 – 34th Symposium On Applied Computing, April, 2019
DOI: 10.1145/3297280.3297327
Repository Link
- Mobile Number Portability Using a Reliable Cloud Database Appliance to Match Predictable Performance, The 15th European, Mediterranean, and Middle Eastern Conference (EMCIS 2018), Leonidas Katelaris, Giovanni Roberto, and Themistocleous Marinos, January, 2019
DOI: 10.1007/978-3-030-11395-7_17
Repository Link - Parallel Polyglot Query Processing on Heterogeneous Cloud Data Stores with LeanXcale, IEEE International Conference on Big Data, Boyan Kolev, Oleksandra Levchenko, Esther Pacitti, Patrick Valduriez, Ricardo Vilaça, Rui Gonçalves, Ricardo Jiménez-Peris, and Pavlos Kranas, December, 2018
DOI: 10.1109/BigData.2018.8622187
Open Access - Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets, The 14th European Dependable Computing Conference (EDCC), Oleksandra Levchenko, Djamel-Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev, and Dennis Shasha, October, 2018
DOI: 10.1145/3269206.3269226
Open Access - Fault-Tolerance Evaluation of a New SQL Database, The 14th European Dependable Computing Conference (EDCC), Ainhoa Azqueta-Alzúaz and Marta Patiño-Martínez, Valerio Vianello, Ricardo Jimenez-Péris, September, 2018
DOI: 10.1109/EDCC.2018.00023
Open Access
- Discovering Tight Space-Time Sequences, 20th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), Riccardo Campisano, Heraldo Borges, Fabio Porto, Fabio Perosi, Esther Pacitti, Florent Masseglia, and Eduardo Ogasawara, September, 2018
DOI: 10.1007/978-3-319-98539-8_19
Repository Link - Answering Top-k Queries over Outsourced Sensitive Data in the Cloud, International Conference on Database and Expert Systems Applications, Sakina Mahboubi, Reza Akbarinia, and Patrick Valduriez, September, 2018
DOI: 10.1007/978-3-319-98809-2_14
Open Access - Cost of Fault-Tolerance on Data Stream Processing, The 24th International European Conference on Parallel and Distributed Computing (Euro-Par), Valerio Vianello, Marta Patiño- Martinez, Ainhoa Azqueta-Alzúaz, and Ricardo Jimenez-Péris, August 2018
DOI: 10.1145/2723372.2749437
Repository Link - Privacy, Preserving Top-k Query Processing in Distributed Systems, Euro-Par, Sakina Mahboudi, Reza Akbarinia, and Patrick Valduriez, August, 2018
DOI: 10.1007/978-3-319-96983-1_20
Repository Link - Falcon: A practical log-based analysis tool for distributed systems, EEE/IFIP International Conference on Dependable Systems and Networks, Francisco Neves, Nuno Machado, and José Pereira, June, 2018
DOI: 10.1109/DSN.2018.00061
Open Access - Top-k Query Processing Over Distributed Sensitive Data, International Database Engineering & Applications Symposium, Sakina Mahboudi, Reza Akbarinia, and Patrick Valduriez, June, 2018
DOI: 10.1145/3216122.3216153
Open Access - A Differentially Private Index for Range Query Processing in Clouds, The 34th IEEE International Conference on Data Engineering, Cetin Sahin, Tristan Allard, Reza Akbarinia, Amr El Abbadi, and Esther Pacitti, April, 2018
DOI: 10.1109/ICDE.2018.00082
Open Access - Maximally Informative k-Itemset Mining from Massively Distributed Data Streams, SAC 2018 – 33rd ACM/SIGAPP Symposium On Applied Computing, Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, and Florent Masseglia, April, 2018
DOI: 10.1145/3167132.3167187
Open Access - DPiSAX: Massively Distributed Partitioned iSAX, IEEE International Conference on Data Mining, Djamel-Edine Yagoubi, Reza Akbarinia, Florent Masseglia, and Themis Palpanas, November, 2017
DOI: 10.1109/ICDM.2017.151
Open Access - RadiusSketch: Massively Distributed Indexing of Time Series, IEEE International Conference on Data Science and Advanced Analytics, Djamel-Edine Yagoubi, Reza Akbarinia, Florent Masseglia, and Dennis Shasha, October, 2017
DOI: 10.1109/DSAA.2017.49
Open Access - Highly Scalable Real-Time Analytics with CloudDBAppliance, Extremely Large Databases Conference (XLDB), Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Reza Akbarinia, Esther Pacitti, and Patrick Valduriez, October, 2017
Open Access - The Data Cube as a Typed Linear Algebra Operator, International Symposium on Database Programming Languages, José Nuno Oliveira, and H. D. Macedo, September, 2017
DOI: 10.1145/3122831.3122834
Open Access - DDFlasks: Deduplicated Very Large Scale Data Store, IFIP International Conference on Distributed Applications and Interoperable Systems, Francisco Maia, João Paulo, Fábio Coelho, Francisco Neves, José Pereira, and Rui Oliveira, June, 2017
DOI: 10.1007/978-3-319-59665-5_4
Open Access - Similarity Aware Shuffling for the Distributed Execution of SQL Window Functions, IFIP International Conference on Distributed Applications and Interoperable Systems, Fábio Coelho, Miguel Matos, José Pereira, and Rui Oliveira, June, 2017
DOI: 10.1007/978-3-319-59665-5_1
Open Access - Massive Data Load on Distributed Database Systems Over HBase, IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, Ainhoa Azqueta Alzúaz, Marta Patiño Martinez, Ivan Brondino, and Ricardo Jimenez Peris, May, 2017
DOI: 10.1109/CCGRID.2017.124
Open Access - Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach, International Conference on Advance Information Systems Engineering (CAiSE 2017), Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, and Florent Masseglia, May, 2017
DOI: 10.1007/978-3-319-59536-8_15
Repository Link - Load Balancing for Key Value Data Stores, International Conference on Ex-tending Database Technology, Ainhoa Azqueta Alzúaz, Ivan Brondino, Marta Patiño Martinez, and Ricardo Jimenez Peris, March, 2017
DOI: 10.5441/002/edbt.2017.56
Open Access - Benchmarking Polystores: The CloudMdsQL Experience, 2016 IEEE International Conference on Big Data (Big Data), Boyan Kolev, Raquel Pau, Oleksandra Levchenko, Patrick Valduriez, Ricardo Jiménez-Peris, and José Pereira, December, 2016
DOI:10.1109/BigData.2016.7840899
Open Access
Technical Presentations
- Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets, CIKM 2018, Oleksandra Levchenko, Djamel-Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev, Dennis Shasha, October, 2018
- Typed Linear Algebra for Efficient Analytical Querying, arXiv: 1809.00641, Afonso, J and Fernandes, Gabriel and Fernandes, J and Oliveira, F and Ribeiro, Bruno and Pontes, Rogerio and Oliveira, José and Proença, Alberto, September, 2018
DOI: 10.13140/RG.2.2.30588.18562
Open Access - End of the Myth: Ultra-Scalable Transactional Management, Big Data Spain, Ricardo Jiménez-Peris, May, 2017