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Teams working together and getting results

Our published papers are a result of our collaboration with the academic community. This close collaboration allows us to learn from the experts in academia, to share and create ideas together, and to position ourselves as thought leaders in the area.


Mining Accurate Message Formats for Service APIs
Authors: Hossain, A., Versteeg, S., Han, J., Ashad Kabir, M., Jiang, J., & Schneider, J.
Publisher: 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering (SANER)

Privacy Preserving Distributed Deep Learning and its Application in Credit Card Fraud Detection
Authors: Wang, Y., Adams, S., Beling, S., Greenspan, S., Mankovskii, S., Rajagopalan, S., Velez-Rojas, M., Boker, S., & Brown, D.
Publisher: IEEE

Protocol and Tools for Conducting Agile Software Engineering Research in an Industrial-Academic Setting: A Preliminary Study
Authors: Biesialska, K., Franch, X., & Muntés-Mulero V.
Publisher: In Proceedings of IEEE/ACM 6th International Workshop on Conducting Empirical Studies in Industry (CESI 2018)


Using machine learning to optimize parallelism in big data applications
Authors: Brandón Hernández, A., Perez, M. S., Gupta, S., & Muntés-Mulero V.
Publisher: Elsevier (Future Generation Computer Systems, Available online 17 July 2017, ISSN 0167-739X)

Reducing Event Variability in Logs by Clustering of Word Embeddings
Authors: Sánchez-Charles, D., Carmona, J., Muntés-Mulero, V., & Solé, M.
Publisher: BPM 2017: Business Process Management Workshops

Provenance and Privacy
Authors: Torra, V., Navarro-Arribas, G., Sánchez-Charles, D., & Muntés-Mulero, V.
Publisher: Modeling Decisions for Artificial Intelligence. MDAI 2017. Lecture Notes in Computer Science

From Incident to Insight: Incident Responders and Software Innovation
Authors: Biddle, R., Greenspan, S., & Brown, J.
Publisher: IEEE

Survey on Models and Techniques for Root-Cause Analysis
Authors: Marc Solé, Victor Muntés-Mulero, Annie Ibrahim Rana, Giovani Estrada.
Publisher: CoRR, abs/1701.08546

Book Chapter in "Model-Driven Development and Operation of Multi-Cloud Applications: The MODAClouds Approach"
Authors: Smrati Gupta, Peter Matthews, Victor Muntés-Mulero, Jacek Dominiak.
Publisher: Springer; 1st ed.

Service Virtualisation of Internet-of-Things Devices: Techniques and Challenges
Authors: Zeinab Farahmandpour, Steve Versteeg, Jun Han and Anand Kameswaran
Publisher: In Proceedings of ACM/IEEE 3rd International Workshop on Rapid Continuous Software Engineering, (RCoSE2017)

Security-centric evaluation framework for IT services
Authors: Smrati Gupta, Jaume Ferrarons-Llagostera, Jacek Dominiak, Victor Muntés-Mulero, Peter Matthews, Erkuden Rios
Publisher: Proceedings of the 12th International Conference on Green, Pervasive, and Cloud Computing, GPC 2017 (Springer)

Actor Based Root Cause Analysis in a Distributed Environment
Authors: Michał Zasadziński, Victor Muntés-Mulero, Marc Sóle Simo
Publisher: 2017 IEEE/ACM 3rd International Workshop on Software Engineering for Smart Cyber-Physical Systems (SEsCPS)

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
Authors: Giorgio Stampa, Marta Arias, David Sánchez-Charles, Victor Muntés-Mulero, Albert Cabellos
Publisher: arXiv preprint    

Knowledge-Defined Networking
Authors: Albert Mestres, Alberto Rodriguez-Natal, Josep Carner, Pere Barlet-Ros, Eduard Alarcón, Marc Solé, Victor Muntés-Mulero, David Meyer, Sharon Barkai, Mike J Hibbett, Giovani Estrada, Khaldun Ma‘ruf, Florin Coras, Vina Ermagan, Albert Cabellos et al 
Publisher: ACM SIGCOMM Computer Communication Review


Detecting Anomalous User Behavior Using an Extended Isolation Forest Algorithm: An Enterprise Case Study
Authors: L Sun, S Versteeg, S Boztas, A Rao
Publisher: arXiv preprint arXiv:1609.06676

A Petri-Net-Based Virtual Deployment Testing Environment for Enterprise Software Systems
Authors: J Yu, J Han, JG Schneider, C Hine, S Versteeg
Publisher: The Computer Journal

Enterprise Software Service Emulation: Constructing Large-Scale Testbeds
Authors: C Hine, JG Schneider, J Han, S Versteeg
Publisher: 2016 IEEE/ACM International Workshop on Continuous Software Evolution and Delivery (CSED)

Enhanced Playback of Automated Service Emulation Models Using Entropy Analysis
Authors: S Versteeg, M Du, J Bird, JG Schneider, J Grundy, J Han
Publisher: Proceedings of the 1st International Workshop on Continuous Software ...

Opaque service virtualisation: a practical tool for emulating endpoint systems
Authors: S Versteeg, M Du, JG Schneider, J Grundy, J Han, M Goyal
Publisher: Proceedings of the 38th International Conference of Software Engineering ...

Incident response teams in IT operations centers: the T-TOCs model of team functionality
Authors:  Judith M. Brown, Steven Greenspan, and Robert Biddle
Publisher: Cognition, Technology & Work

Clustering Software Developer Repository Accesses with the Cophenetic Distance
Authors: D.Sanchez-Charles, J. Carmona, V. Muntés-Mulero, Marc Solé
Publisher: Sixth International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016)

Improving Process Model Precision by Loop Unrolling
Authors: D. Sánchez-Charles, M. Solé, J. Carmona, V. Muntés-Mulero
Publisher: Sixth International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016)

Anomaly Detection Guidelines for Data Streams in Big
Authors: Annie Ibrahim Rana, Giovani Estrada, Marc Sóle SimoVictor Muntes
Publisher: 3rd Intl. Conference on Soft Computing & Machine Intelligence. ISCMI

Fast Root Cause Analysis on Distributed Systems by Composing Precompiled Bayesian Networks
Authors: Michał Zasadziński, Victor Muntés-Mulero, Marc Solé and David Carrera
Publisher: Procs. of the International Conference on Machine Learning and Data Analysis 2016 (ICMLDA). Berkeley. October 2016

Process Model Comparison Based on Cophenetic Distance
Authors: David Sanchez-Charles, Victor Muntés-Mulero, Josep Carmona, Marc Solé
Publisher: Business Process Management Conference (BPM 2016).

Scoring Cloud Services through Digital Ecosystem Community Analysis
Authors: Jaume Ferrarons, Smrati Gupta, Victor Muntés-Mulero, Josep-Lluis Larriba-Pey, Peter Matthews
Publisher: (EC-Web 2016)

Knowledge-Defined Networking
Authors: Albert Mestres, Alberto Rodriguez-Natal, Josep Carner, Pere Barlet-Ros, Eduard Alarcón, Marc Solé, Victor Muntés, David Meyer, Sharon Barkai, Mike J Hibbett, Giovani Estrada, Khaldun Ma`ruf, Florin Coras, Vina Ermagan, Hugo Latapie, Chris Cassar, John Eva
Publisher: arXiv preprint arXiv:1606.06222

Game theoretical analysis of rate adaptation protocols conciliating QoS and QoE
Authors: Gupta, Smrati, E. V. Belmega, and M. A. Vázquez-Castro.
Publisher: EURASIP Journal on Wireless Communications and Networking 2016


From Network Traces to System Responses: Opaquely Emulating Software Services
Authors: M Du, S Versteeg, JG Schneider, J Grundy, J Han
Publisher: arXiv preprint arXiv:1510.01421

Generalized Suffix Tree Based Multiple Sequence Alignment for Service Virtualization
Authors: JG Schneider, P Mandile, S Versteeg
Publisher: Software Engineering Conference (ASWEC), 2015 24th Australasian, 48-57

Dual Satellite Systems
Authors: S. Gupta, M. A. Vázquez-Castro, R. Alegre-Godoy
Publisher: Cooperative and Cognitive Satellite Systems, 1st Edition, Elsevier ISBN 9780127999487

Risk-Driven Framework for Decision Support in Cloud Service Selection
Authors: S. Gupta, V. Muntés-Mulero, P. Matthews, J. Dominiak, A. Omerovic, J. Aranda, S. Seycek
Publisher: 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)

CrowdWON: A Modelling Language for Crowd Processes Based on Workflow Nets
Authors: David Sanchez-CharlesVictor Muntés-Mulero, Marc Solé, Jordi Nin.
Publisher: AAAI 2015: 1284-1290

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