Distributed Systems

Publications

    2021


      2020


      1. Office Occupancy Detection based on Power Meters and BLE Beaconing (), University of Groningen, . [pdf] [doi]
      2. Optimization of energy distribution in smart grids (), University of Groningen, . [pdf]
      3. The Internet of Everything: Smart things and their impact on business models (, , , , and ), In Journal of Business Research, . [url] [doi]
      4. Efficient conditional compliance checking of business process models (, and ), In Computers in Industry, volume 115, . [url] [doi]
      5. OpenBNG: Central office network functions on programmable data plane hardware (, , , , , , , , , and ), In International Journal of Network Management, Wiley, . [doi]
      6. Grußwort der Gastherausgeber zum Thema Fog Computing (, , and ), In Informatik Spektrum, Springer Science and Business Media LLC, volume 42, . [doi]
      7. Unsupervised approach towards analysing the public transport bunching swings formation phenomenon (, , , and ), In Public Transport, . [url] [doi]
      8. Theorie: processen van voortijdig schoolverlaten en begeleiding om dat te voorkomen (, , , and ), Chapter in Voortijdig schoolverlaten voorkomen Perspectieven van wetenschap, praktijk en beleid (M. A. E. van der Gaag, N. R. Snell, G. G. Bron, E. S. Kunnen, eds.), Uitgeverij Acco, . [pdf]
      9. Procesonderzoek: processen van uitvallen, blijven en begeleiding (, , , , , and ), Chapter in Voortijdig schoolverlaten voorkomen Perspectieven van wetenschap, praktijk en beleid (M. A. E. van der Gaag, N. R. Snell, G. G. Bron, E. S. Kunnen, eds.), Uitgeverij Acco, . [pdf]
      10. Towards Service-Oriented and Intelligent Microgrids (, and ), In Proceedings of the 3rd International Conference on Applications of Intelligent Systems, Association for Computing Machinery, . [url] [doi]
      11. Predictive Multi-Objective Scheduling with Dynamic Prices and Marginal CO2-Emission Intensities ( and ), In ACM e-Energy 2020, .
      12. Sustainability Choices when Cooking Pasta (, and ), In ACM e-Energy 2020, .
      13. Operator as a Service: Stateful Serverless Complex Event Processing (, , , and ), In Proceedings of the 9th Workshop on Scalable Cloud Data Management (SCDM 2020), .
      14. Microbursts in Software and Hardware-based Traffic Load Generation (, and ), In Proceedings of the IEEE/IFIP Network Operations and Management Symposium (NOMS), IEEE, . [doi]
      15. Flexible Content-based Publish/Sub\-scribe over Programmable Data Planes (, , , and ), In Proceedings of the IEEE/IFIP Network Operations and Management Symposium (NOMS), IEEE, . [doi]
      16. P4STA: High Performance Packet Timestamping with Programmable Packet Processors (, , , and ), In Proceedings of the IEEE/IFIP Network Operations and Management Symposium (NOMS), IEEE, . [doi]

      2019


      1. The u-can-act Platform: A Tool to Study Intra-individual Processes of Early School Leaving and Its Prevention Using Multiple Informants (, , , , and ), In Frontiers in Psychology, volume 10, . [url] [doi]
      2. Energy management for user's thermal and power needs: A survey ( and ), In Energy Reports, volume 5, . [url] [doi]
      3. Variability in business processes: Automatically obtaining a generic specification (, , and ), In Information Systems, volume 80, . [url] [doi]
      4. Office Multi-Occupancy Detection using BLE Beacons and Power Meters (, and ), In 2019 IEEE 10th Annual Ubiquitous Computing, Electronics, and Mobile Communication Conference, .
      5. Temporal Analysis of 911 Emergency Calls Through Time Series Modeling (, , and ), In The International Conference on Advances in Emerging Trends and Technologies, .
      6. Prediction of Imports of Household Appliances in Ecuador Using LSTM Networks (, , and ), In Conference on Information Technologies and Communication of Ecuador, .
      7. Predictive CO2-Efficient Scheduling of Hybrid Electric and Thermal Loads ( and ), In 2019 IEEE International Conference on Energy Internet (ICEI), .
      8. ECiDA: Evolutionary Changes in Data Analysis (, , , , , , , and ), In ICT.Open, Hilversum, The Netherlands, . [url]
      9. Development of a decision-aid for patients with depression considering treatment options: prediction of treatment response using a data-driven approach (, , , , , , , , , and ), In ISPOR Europe 2019, Copenhagen, Denmark, . [url]
      10. Time to get personal? The impact of researchers’ choices on the selection of treatment targets using the experience sampling methodology (, , , , , , , , , and ), PsyArXiv, . [url] [doi]

      2018


      1. The Web Was Done by Amateurs: A Reflection on One of the Largest Collective Systems Ever Engineered (), Springer, .
      2. The non-existent average individual: Automated personalization in psychopathology research by leveraging the capabilities of data science (), University of Groningen, . [url]
      3. Multi-User Low Intrusive Occupancy Detection (, , and ), In Sensors, MDPI, volume 18, . [url] [doi]
      4. Topological Considerations on Decentralised Energy Exchange in the Smart Grid ( and ), In Procedia Computer Science, volume 130, . [url] [doi]
      5. Zero-queue ethernet congestion control protocol based on available bandwidth estimation (, and ), In Journal of network and computer applications, Elsevier, volume 105, .
      6. Exploring the emotional dynamics of subclinically depressed individuals with and without anhedonia: An experience sampling study (, , , , and ), In Journal of Affective Disorders, volume 228, . [url] [doi]
      7. Topological Considerations on the Use of Batteries to Enhance the Reliability of HV-Grids (, , and ), In Journal of Energy Storage, volume 18, . [url] [doi]
      8. Shedding Light on the Dark Corners of the Internet: A Survey of Tor Research (, and ), In Journal of Network and Computer Applications, Elsevier, volume 114, .
      9. One for All, All for One: A Heterogeneous Data Plane for Flexible P4 Processing (, , , and ), In arXiv e-prints, .
      10. Personalized Physical Activity Coaching: A Machine Learning Approach (, , , and ), In Sensors, volume 18, . [url] [doi]
      11. Adaptive Provisioning of Heterogeneous Cloud Resources for Big Data Processing (, , , and ), In Big Data and Cognitive Computing, volume 2, . [doi]
      12. A Formal Model for Compliance Verification of Service Compositions (, and ), In IEEE Transactions on Services Computing, volume 11, . [doi]
      13. Low-power Appliance Recognition using Recurrent Neural Networks (, , and ), In Applications of Intelligent Systems, .
      14. Household CO2-efficient energy management ( and ), In Energy Informatics, Springer, .
      15. Mining Sequential Patterns for Appliance Usage Prediction (, , , and ), In International Conference on Smart Cities and Green ICT Systems, .
      16. Modeling 911 emergency events in Cuenca-Ecuador using geo-spatial data (, , and ), In International Conference on Technology Trends, .
      17. LOD-GF: an integral linked open data generation framework (, , , , , and ), In Conference on Information Technologies and Communication of Ecuador, .
      18. Robustness of reconfigurable complex systems by a multi-agent simulation: Application on power distribution systems (, , , and ), In 2018 Annual IEEE International Systems Conference (SysCon), . [doi]

      2017


      1. two bestsellers (), Saccargia Holding BV Publisher, .
      2. Indoor self-localization via bluetooth low energy beacons (, , and ), In IDRBT JOURNAL OF IJBT, volume 1, .
      3. Metrics for Sustainable Data Centers ( and ), In IEEE Transactions on Sustainable Computing, .
      4. MuGKeG: Secure Multi-channel Group Key Generation Algorithm for Wireless Networks (, , and ), In Wireless Personal Communications, Springer, volume 96, .
      5. A Stochastic Model for Transit Latency in OpenFlow SDNs (, , , and ), In Computer Networks, Elsevier, volume 113, .
      6. Planning meets activity recognition: Service coordination for intelligent buildings (, , , , and ), In Pervasive and Mobile Computing, Elsevier, volume 38, . [url]
      7. Sizing and Siting of Large-Scale Batteries in Transmission Grids to Optimize the Use of Renewables (, , , and ), In IEEE Journal on Emerging and Selected Topics in Circuits and Systems, volume 7, . [url]
      8. Automated Generation Algorithm for Synthetic Medium Voltage Radial Distribution Systems (, , and ), In IEEE Journal on Emerging and Selected Topics in Circuits and Systems, volume 7, . [url]
      9. Semantic web and augmented reality for searching people, events and points of interest within of a university campus (, , and ), In 2017 XLIII Latin American Computer Conference (CLEI), .
      10. Tv program recommender using user authentication on middleware ginga (, , , and ), In 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), .
      11. Runtime Modifications of Spark Data Processing Pipelines (, , , and ), In 2017 International Conference on Cloud and Autonomic Computing, ICCAC, . [url]
      12. Automated compliance verification of business processes in Apromore (, and ), In Proceedings of the BPM Demo Track 2017, .
      13. Methodological guidelines for publishing library data as linked data (, , , , and ), In 2017 International Conference on Information Systems and Computer Science (INCISCOS), .
      14. Cloud Ready Applications Composed via HTN Planning (, , and ), In IEEE International Conference on Service Oriented Computing and Applications, .
      15. Post Summarization of Microblogs of Sporting Events (, , , and ), In Proceedings of the 26th International Conference on World Wide Web Companion, .
      16. Challenges and trends about smart big geospatial data: A position paper (, and ), In 2017 IEEE International Conference on Big Data (Big Data), .
      17. Comparison of Energy Consumption in Wi-Fi and Bluetooth Communication in a Smart Building (, , and ), In IEEE Annual Computing and Communication Workshop and Conference, . [url]
      18. Prediction of Running Injuries from Training Load: a Machine Learning Approach (, , and ), In International Conference on eHealth, Telemedicine, and Social Medicine, . [url]
      19. Power-Based Device Recognition for Occupancy Detection (, , and ), In Service-Oriented Computing - ICSOC 2017 Workshops, volume in press, . [doi]

      2016


      1. A Smart Energy System for Sustainable Buildings: The Case of the Bernoulliborg (), Rijksuniversiteit Groningen, . [pdf]
      2. Business Process Variability: A Study into Process Management and Verification (), Rijksuniversiteit Groningen, . [pdf]
      3. 5th IFIP WG 2.14 European Conference Service-Oriented and Cloud Computing, (M. Aiello, E. B. Johnsen, S. Dustdar, I. Georgievski, eds.), Springer, volume 9846, . [url]
      4. Analytical Modeling of End-to-End Delay in OpenFlow Based Networks (, , , , and ), In IEEE Access, IEEE, volume 5, .
      5. A Novel Strategy for Optimising Decentralised Energy Exchange for Prosumers ( and ), In Energies, MDPI, volume 9, . [url]
      6. Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms (, , , and ), In Applied Soft Computing, Elsevier, volume 40, . [url]
      7. Domain-Independent Planning for Services in Uncertain and Dynamic Environments ( and ), In Artificial Intelligence, Elsevier, volume 236, . [url]
      8. Let's get Physiqual - an intuitive and generic method to combine ssensor technology with ecological momentary assessments (, , , , , and ), In Journal of Biomedical Informatics, volume 63, . [url]
      9. From the grid to the smart grid, topologically ( and ), In Physica A, Elsevier, volume 449, . [url]
      10. Automatic RDF-ization of big data semi-structured datasets (, , , and ), In Maskana, volume 7, .
      11. Automated planning for ubiquitous computing ( and ), In ACM Comput. Surv., ACM, volume 49, . [url]
      12. Temporal dynamics of health and well-being: A crowdsourcing approach to momentary assessments and automated generation of personalized feedback (, , , , , , and ), In Psychosomatic Medicine, .
      13. Detecting similar areas of knowledge using semantic and data mining technologies (, , , , and ), In Electronic Notes in Theoretical Computer Science, Elsevier, volume 329, .
      14. Sentiment Classification of Tweets using Hierarchical Classification (, , , and ), In International Conference on Communications, .
      15. Pfpsim: A programmable forwarding plane simulator (, , , , , and ), In 2016 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS), .
      16. Power Management of Personal Computers based on User Behaviour (, , and ), In International Conference on Smart Cities and Green ICT Systems, . [url]
      17. Benchmark Datasets for Fault Detection and Classification in Sensor Data (, , and ), In International Conference on Sensor Networks, . [url]
      18. Proactive ethernet congestion control based on link utilization estimation (, , , , and ), In 2016 international conference on computing, networking and communications (icnc), .
      19. Influence Maximization in Social Networks with Genetic Algorithms ( and ), In European Conference on the Applications of Evolutionary and Bio-inspired Computation (Evo* EvoApplications), track EvoComplex: Evolutionary Algorithms and Complex Systems, . [pdf]
      20. Detecting National Political Unrest on Twitter (, , , and ), In International Conference on Communications, .
      21. On the relationship between automation and occupants in smart buildings ( and ), In International Conference on ICT for Sustainability, . [url]
      22. Memory-efficient string matching for intrusion detection systems using a high-precision pattern grouping algorithm (, , and ), In Proceedings of the 2016 symposium on architectures for networking and communications systems, .
      23. A price-based approach for voltage regulation and power loss minimization for the electrical power distribution system (, and ), In 55th IEEE Conference on Decision and Control, . [url]

      2015


      1. Coordinating services embedded everywhere via hierarchical planning (), Rijksuniversiteit Groningen, . [pdf]
      2. Energy Adaptive Buildings: From Sensor Data to Being Aware of Users (), Rijksuniversiteit Groningen, . [pdf]
      3. Automating vector autoregression on electronic patient diary data (, , , , and ), In IEEE Journal of Biomedical and Health Informatics, IEEE, volume 20, . [url]
      4. Integrating Transactions into BPEL Service Compositions: An Aspect-Based Approach (, , and ), In ACM Transactions on the Web, ACM, volume 9, . [url]
      5. Characterizing topological bottlenecks for data delivery in CTP using simulation-based stress testing with natural selection (, and ), In Ad Hoc Networks, Elsevier, volume 30, . [url]
      6. A complex network approach for identifying vulnerabilities of the medium and low voltage grid ( and ), In International Journal of Critical Infrastructures, Inderscience, volume 11, . [pdf]
      7. HTN planning: Overview, comparison, and beyond ( and ), In Artificial Intelligence, Elsevier, volume 222, . [url]
      8. HowNutsAreTheDutch (HoeGekIsNL): A crowdsourcing study of mental symptoms and strengths (, , , , , , , , , , , and ), In International Journal of Methods in Psychiatric Research, . [url]
      9. Improving QoS of IPTV and VoIP over IEEE 802.11n (, and ), In Computers & Electrical Engineering, Elsevier, volume 43, .
      10. Integration and massive storage of hydro-meteorological data combining big data & semantic web technologies (, , and ), In Maskana, volume 6, .
      11. Using ethernet commodity switches to build a switch fabric in routers (, , , , , and ), In 2015 24th international conference on computer communication and networks (icccn), .
      12. Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks (, , and ), In European Conference on the Applications of Evolutionary and Bio-inspired Computation, track EvoComNet: Application of Nature-inspired Techniques for Communication Networks and other Parallel and Distributed Systems, . [url]
      13. A Service-Oriented Architecture for Web Applications in e-mental health: two case studies ( and ), In IEEE International Conference on Service Oriented Computing & Applications, . [url]
      14. Design-time Compliance of Service Compositions in Dynamic Service Environments ( and ), In IEEE International Conference on Service Oriented Computing & Applications, .
      15. An automatic method for the enrichment of dicom metadata using biomedical ontologies (, , , and ), In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), .
      16. Simulating the Interaction with a Smart Grid with Real Services ( and ), In IEEE International Conference on Service Oriented Computing & Applications, . [url]
      17. IM Session Identification by Outlier Detection in Cross-correlation Functions (, , , and ), In 49th Annual Conference on Information Sciences and Systems, .
      18. A Self-healing Framework for Online Sensor Data (, , and ), In International Workshop on Self-Aware Internet of Things, . [url]
      19. Rdf-ization of dicom medical images towards linked health data cloud (, , , and ), In VI Latin American Congress on Biomedical Engineering CLAIB 2014, ParanĂĄ, Argentina 29, 30 & 31 October 2014, .
      20. WebMedSA: a web-based framework for segmenting and annotating medical images using biomedical ontologies (, , , , , , and ), In 11th International Symposium on Medical Information Processing and Analysis, volume 9681, .