Publications

Journal Articles, Conference and Workshop Papers:

• Big Data Open Source Systems Workshop  (BOSS´16) in VLDB 2016. Polyglot Data Management Session. Chairs: Patrick Valduriez (INRIA), Marta Patiño (UPM)
• “Transaction Management Across Data Stores”. Ricardo Jiménez-Peris, Marta PatiñoMartinez, Iván Brondino, Valerio Vianello. International Journal of High Performance Computing and Networking. (submitted)
• “Using N-Gram Graphs for Sentiment Analysis: An Extended Study on Twitter” F. Aisopos, D. Tzannetos, J. Violos and T. Varvarigou. In IEEE Second International Conference on Big Data Computing Service and Applications. Mar 29 – Apr 1, 2016
• “A Real Time Sentiment Analysis Algorithm using Streaming Data from Twitter” V. Moulos, F. Aisopos, P. Kranas, S. Stamokostas, A. Evangelinou, M. Kardara, J. Violos, T. Varvarigou and A. Psychas. Abstractions and Use Cases of converged Big Data, Telecom and IoT technologies Workshop, EuCNC 2016 June 27-30, 2016
• “A Multi-sensor Data Fusion Approach for Detecting Direct Debit Frauds” Campanile, G. Cerullo, S. DAntonio, G. Mazzeo, G. Papale and L. Sgaglione. 2016 International Conference on Intelligent Networking and Collaborative Systems (INCoS), Ostrawva, Czech Republic. September 7 – 9, 2016
• “Anomaly Detection Guidelines for Data Streams in Big Data” Annie Ibrahim Rana, Giovani Estrada, Marc Solé Simó and Victor Muntés. 3rd Intl. Conference on Soft Computing & Machine Intelligence. ISCMI 2016. November 23-25, 2016
• “Survey on Models and Techniques for Root-Cause Analysis” Marc Solé, Victor Muntés, Annie Ibrahim Rana, and Giovani Estrada, Open Access arXiv at Cornell University Library. January 26th, 2017
• “Benchmarking Polystores: the CloudMdsQL Experience” B. Kolev, P. Valduriez, Bondiombouy, R. Jiménez-Peris, Pau, J. Pereira. IEEE Big Data – Methods to Manage Heterogeneous Big Data and Polystore Databases workshop. December 5-8, 2016
• “Load balancing for Key Value Data Stores.” Ainhoa Azqueta Alzúaz, Ivan Brondino, Marta Patiño Martinez, Ricardo Jimenez Peris. The 20th International Conference on Ex- tending Database Technology (EDBT 2017). March 21 – 24, 2017
• “Massive Data Load on Distributed Database Systems over HBase”. Ainhoa Azqueta Alzúaz, Marta Patiño Martinez, Ivan Brondino, Ricardo Jimenez Peris. The 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID 2017) May 14 – 17, 2017
• “Visualization System for Monitoring Data Management Systems” Emanuel Pinho, Alexandre Carvalho. Journal of Information Systems Engineering & Management, 1:4 (2016), 48 ISSN: 2468-4376
• “The LeanBigData Data Collection Framework An innovate and adaptable framework for collection and normalization of structured data”. Luigi Coppolino, Luigi Sgaglione, Gaetano Papale, and Ferdinando Campanile. RTPBD 2016: Final Public Workshop from LeanBigData and CoherentPaaS (DISCOTEC 2016). Jun’ 2016.
• “Detecting Performance Degradation with System Level Metrics”. Dimitris Ganosis, Yannis Sfakianakis, Manolis Marazakis, and Angelos Bilas. RTPBD 2016: Final Public Workshop from LeanBigData and CoherentPaaS (DISCOTEC 2016). Jun’ 2016.
• “Big Data Stream Clustering Algorithms Empirical Evaluation”. Annie Ibrahim Rana, Giovani Estrada, and Marc Solé. RTPBD 2016: Final Public Workshop from LeanBigData and CoherentPaaS (DISCOTEC 2016). Jun’ 2016.
• “Sentiment Analysis over politics-related big Twitter datasets”. Fotis Aisopos, Vrettos Moulos, John Violos, Theodora Varvarigou, Pavlos Kranas, Sotiris Stamokostas, Dimos Kyriazis, Adreas Menychtas, Kleopatra Konstanteli, George Vaadis, Athanasia Evangelinou, Christina Santzaridou, Vasileios Anagnostopoulos, and Anna Gatzioura Nikiforos Makrinakis. RTPBD 2016: Final Public Workshop from LeanBigData and CoherentPaaS (DISCOTEC 2016). Jun’ 2016.
• “Targeted Advertisement case-study: a LeanBigData benchmark”. Jorge Teixeira, Miguel Biscaia, Ivan Brondino, Mario Moreira. RTPBD 2016: Final Public Workshop from LeanBigData and CoherentPaaS (DISCOTEC 2016). Jun’ 2016.
• “CoherentPaaS : Providing transactional support for cloud data stores”. Ricardo Jiménez Peris, Marta Patiño Martínez, Ivan Brondino. RTPBD 2016: Final Public Workshop from LeanBigData and CoherentPaaS (DISCOTEC 2016). Jun’ 2016.
• “STREAM-OPS: a Streaming Operator Library”. Ricardo Jiménez Peris, Valerio Vianello, Marta Patiño Martínez. RTPBD 2016: Final Public Workshop from LeanBigData and CoherentPaaS (DISCOTEC 2016). Jun’ 2016.
• “An RDMA Middleware for Asynchronous Multi-Stage Shuffling in Analytical Processing”. Rui C. Gonçalves, José Pereira and Ricardo Jiménez-Peris. The 16th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2016), Heraklion (Grecia), Jun. 6-9, 2016.
• “The CloudMdsQL Multistore System”. B. Kolev, C. Bondiombouy, P. Valduriez, R. Jimenez-Peris, R. Pau, J. Pereira. The 2016 ACM SIGMOD/PODS Conference, San Francisco (USA), Jun 26-Jul 1, 2016.
• “Reducing Data Transfer in Parallel Processing of SQLWindow Functions”. Fábio Coelho, José Pereira, Ricardo Vilaça and Rui Oliveira. Workshop DataDiversityConvergence in The 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), Roma (Italia), Apr.23-25, 2016.
• “Data Collection Framework”. A Flexible and Efficient Tool for Heterogeneous Data Acquisition. Luigi Sgaglione, Gaetano Papale, Giovanni Mazzeo, Gianfranco Cerullo, Pasquale Starace, and Ferninando Campanile. Workshop DataDiversityConvergence in The 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), Roma (Italia), Apr.23-25, 2016.
• “Direct Debit Frauds: A Novel Detection Approach”. Gaetano Papale, Luigi Sgaglione , Gianfranco Cerullo, Giovanni Mazzeo, Pasquale Starace and Ferdinando Campanile. Workshop DataDiversityConvergence in The 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), Roma (Italia), Apr.23-25, 2016.
• “3D Vizualization of Large Scale Data Centres”. Giannis Drossis, Chryssi Birliraki, Nikolaos Patsiouras, George Margetis and Constantine Stephanidis. Workshop DataDiversityConvergence in The 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), Roma (Italia), Apr.23-25, 2016.
• “PaaS-CEP: A Query Language for Complex Event Processing and Databases”. Ricardo Jiménez-Peris, Valerio Vianello y Marta PatiñoMartínez. Workshop DataDiversityConvergence in The 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), Roma (Italia), Apr.23-25, 2016.
• “Design of an RDMA Communication Middleware for Asynchronous Shuffling in Analytical Processing”. Rui C. Gonçalves, José Pereira y Ricardo Jiménez-Peris. Workshop DataDiversityConvergence in The 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), Roma (Italia), Apr.23-25, 2016.
• “Snapshot Isolation for Neo4j”. Marta Patiño-Martínez, Diego Burgos-Sancho, Ricardo Jiménez-Peris, Iván Brondino, Valerio Vianello, Rohit Dhamane. 19th International Conference on Extending Database Technology (EDBT 2016), Bordeaux (France), March 15-18, 2016.
• “Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution”. P Jamshidi, AM Sharifloo, C Pahl, A Metzger, G Estrada (INTEL). IEEE International Conference on Cloud and Autonomic Computing, in Sep 2015. Pag 208 – 211. DOI: 10.1109/ICCAC.2015.35
• “Direct Debit Transactions: a comprehensive analysis of emerging attack patterns”. Luigi Romano, Luigi Coppolino, Salvatore D’Antonio, Gaetano Papale, Luigi Sgaglione e Ferdinando Campanile (SyncLab). SecureSysComm 2015: Workshop on Security and Privacy in Systems and Communication Networks. 2015
• “CumuloNimbo: A Cloud Scalable Multi-tier SQL Database”, Ricardo Jimenez-Peris, Marta Patiño-Martinez, Bettina Kemme, Ivan Brondino, José Pereira, Ricardo Vilaça, Francisco Cruz, Rui Oliveira y Yousuf Ahmad” (INESC and UPM) on Bulletin of the Technical Committee on Data Engineering (TCDE). Vol. 38 (1). Pag 73 (2015), IEEE Computer Society, in March 2015

Book Chapters

• “Scalable and Efficient Big Data Analytics: The LeanBigData Approach”. Ricardo Jimenez, Marta Patino, Valerio Vianello, Ivan Brondino, Ricardo Vilaca, Jorge Teixeira, Miguel Biscaia, Giannis Drossis, Damien Michel, Chryssi Birliraki, George Margetis, Antonis Argyros, Constantine Stephanidis, Luigi Sgaglione, Gaetano Papale, Giavanni Mazzeo, Ferdinando Campanile, Marc Sole, Victor Muntes-Mulero, David Solans, Alberto Huelamo, Pavlos Kranas, Dora Varvarigou, Vrettos Moulos, and Fotis Aisopos. Publisher: SCITEPRESS

Patents

• “Tiered Heterogeneous Fast Layer Shared Storage Substrate Apparatuses, Methods, And Systems”. Angelos Bilas, Markos Fountoulakis, Spyros Papageorgiou, and  Tryfon FarrmakakiS (Forth). US Patent Application. Submitted in Nov 2015.
• “Graph-enhanced Alerting System” Serge Mankovski, Marc Solé Simó, Victor Muntés (CA Technologies). Submitted to USPTO: 15/1867010. Filed on 30th March 2016, not public yet.
• “Method to enrich a domain knowledge-based graph describing a complex system by infering new edges based on big data analytics to perform root cause analysis” Victor Muntés, Marc Solé Simó, Serge Mankovski (CA Technologies). Submitted to USPTO: 15/082,982. Filed on 28th March 2016, not public yet.
• “Assisted Creation of Context Graphs” Marc Solé Simó, Victor Muntés, Serge Mankovski (CA Technologies). Submitted to USPTO: 15/083,046. Filed on 28th March 2016, not public yet.
• “Root Cause Analysis for sequences of datacenter states” Marc Solé Simó, David Solans, Alberto Huélamo, David Sánchez, Jaume Ferrarons, Victor Muntés (CA Technologies). Submitted to Spanish Patent Office (not available yet). Filed on 21st December 2016, not public yet.
• “Method and system for predicting future states of a Data Center” Marc Solé Simó, David Solans, Alberto Huélamo, David Sánchez, Jaume Ferrarons, Victor Muntés (CA Technologies). Submitted to Spanish Patent Office (not available yet) Filed on 21st December 2016, not public yet.
• “Automatic data center state summarization in comprehensive way” Marc Solé Simó, David Solans, Alberto Huélamo, David Sánchez, Jaume Ferrarons, Victor Muntés (CA Technologies). Submitted to Spanish Patent Office (not available yet) Filed on 21st December 2016, not public yet.
• “Descriptive Data Center State Comparison” Marc Solé Simó, David Solans, Alberto Huélamo, David Sánchez, Jaume Ferrarons, Victor Muntés (CA Technologies). Submitted to Spanish Patent Office (not available yet) Filed on 21st December 2016, not public yet.
• “State information completion using graph embeddings” Marc Solé Simó, David Solans, Alberto Huélamo, David Sánchez, Jaume Ferrarons, Victor Muntés (CA Technologies). Submitted to Spanish Patent Office (not available yet) Filed on 21st December 2016, not public yet.