Publications

Filter by Year

Litke, Skoutas, Tserpes, and Varvarigou, "Efficient task replication and management for adaptive fault tolerance in mobile grid environments", Future Generation Computer Systems (2007)

Kyriazis, Tserpes, Menychtas, Litke, and Varvarigou, "An innovative workflow mapping mechanism for grids in the frame of quality of service", Future Generation Computer Systems (2008)

Tserpes, Kyriazis, Menychtas, and Varvarigou, "A novel mechanism for provisioning of high-level quality of service information in grid environments", European Journal of Operational Research (2008)

Kyriazis, Tserpes, Menychtas, Sarantidis, and Varvarigou, "Service selection and workflow mapping for Grids: an approach exploiting quality-of-service information", Concurrency and Computation: Practice and Experience (2009)

Litke, Halkos, Tserpes, Kyriazis, and Varvarigou, "Fault tolerant and prioritized scheduling in OGSA-based mobile grids", Concurrency and Computation: Practice and Experience (2009)

Kyriazis, Menychtas, Varvarigou, Silvestri, Laforenza, and Tserpes, "An open architecture for QoS information in business grids", Towards Next Generation Grids: Proceedings of the CoreGRID Symposium 2007 (2007)

Aisopos, Tserpes, Kardara, Panousopoulos, Phillips, and Salamouras, "Information exchange in business collaboration using grid technologies", Identity in the Information Society (2009)

Andronikou, Mamouras, Tserpes, Kyriazis, and Varvarigou, "Dynamic QoS-aware data replication in grid environments based on data “importance”", Future generation computer systems (2012)

Menychtas, Kyriazis, and Tserpes, "Real-time reconfiguration for guaranteeing QoS provisioning levels in Grid environments", Future Generation Computer Systems (2009)

Tserpes, Aisopos, Kyriazis, and Varvarigou, "Service selection decision support in the Internet of services", Economics of Grids, Clouds, Systems, and Services: 7th International Workshop, GECON 2010, Ischia, Italy, August 31, 2010. Proceedings 7 (2010)

Xefteris, Andronikou, Tserpes, and Varvarigou, "Case-based approach using behavioural biometrics aimed at Assisted Living", Journal of Ambient Intelligence and Humanized Computing (2011)

Litke, Tserpes, Dolkas, and Varvarigou, "A task replication and fair resource management scheme for fault tolerant grids", Advances in Grid Computing-EGC 2005: European Grid Conference, Amsterdam, The Netherlands, February 14-16, 2005, Revised Selected Papers (2005)

Kyriazis, Tserpes, Papagiannis, Konstanteli, and Varvarigou, "A QoS-based selection mechanism exploiting business relationships in workflows", Grid Economics and Business Models: 6th International Workshop, GECON 2009, Delft, The Netherlands, August 24, 2009. Proceedings 6 (2009)

Tserpes, Jacovi, Gardner, Triantafillou, and Cohen, "+ spaces: Intelligent virtual spaces for egovernment", 2010 Sixth International Conference on Intelligent Environments (2010)

Xefteris, Haritou, Tserpes, Serretti, Llopart, Calati, and Varvarigou, "Analysis of requirements and specifications for a monitoring system to support the self-management of dementia patients at home", Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments (2010)

Kardara, Fuchs, Aisopos, Papaoikonomou, Tserpes, and Varvarigou, "A service oriented architecture enabling policy simulation in virtual spaces", 2011 Third International Conference on Games and Virtual Worlds for Serious Applications (2011)

Xefteris, Baboshin, Tserpes, Androulidakis, Glickman, Varvarigou, Haritou, and D'Andria, "Enabling risk assessment and analysis by event detection in dementia patients using a reconfigurable rule set", Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments (2011)

Hoi, Jacovi, Kompatsiaris, Luo, and Tserpes, "WSM2011: third ACM workshop on social media", Proceedings of the 19th ACM international conference on Multimedia (2011)

Tserpes, Aisopos, Kyriazis, and Varvarigou, "A recommender mechanism for service selection in service-oriented environments", Future Generation Computer Systems (2012)

Tserpes, Jacovi, and Varvarigou, "+ Spaces: Virtual Worlds for Policy Making", Submitted to the CROSSROAD Call for Contributions on “Future Internet on ICT for Governance and Policy Modelling (2010)

Kyriazis, Tserpes, Kousiouris, Menychtas, Katsaros, and Varvarigou, "Data Aggregation and Analysis: A Grid-Based Approach for Medicine and Biology", 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications (2008)

Varvarigou, Doulamis, Tserpes, and Kyriazis, "Infrastructure and Network-aware Grids and Service Oriented Architectures", (2012)

Kyriazis, Hasselmeyer, Tserpes, Menychtas, and Varvarigou, "QoS-based Decision Services in Grids", 2008 Panhellenic Conference on Informatics (2008)

Tserpes, Kyriazis, Menychtas, Litke, Christogiannis, and Varvarigou, "Evaluating quality provisioning levels in service oriented business environments", 2008 12th International IEEE Enterprise Distributed Object Computing Conference (2008)

Andronikou, Karanastasis, Chondrogiannis, Tserpes, and Varvarigou, "Semantically-enabled intelligent patient recruitment in clinical trials", 2010 international conference on P2P, parallel, grid, cloud and internet computing (2010)

Varvarigou, Tserpes, Kyriazis, Silvestri, and Psimogiannos, "A study on the effect of application and resource characteristics on the QoS in service provisioning environments", Technology Integration Advancements in Distributed Systems and Computing (2012)

Aisopos, Kardara, Moulos, Papaoikonomou, Tserpes, and Varvarigou, "Service Quality Model Evaluation", Achieving Real-Time in Distributed Computing: From Grids to Clouds (2012)

Aisopos, Tserpes, and Varvarigou, "Resource management in software as a service using the knapsack problem model", International Journal of Production Economics (2013)

Kyriazis, Menychtas, Tserpes, Athanaileas, and Varvarigou, "High Performance Computing in Biomedicine", Biocomputation and Biomedical Informatics: Case Studies and Applications (2010)

Giannakopoulos, Mavridi, Paliouras, Papadakis, and Tserpes, "Representation models for text classification: a comparative analysis over three web document types", Proceedings of the 2nd international conference on web intelligence, mining and semantics (2012)

Kardara, Papadakis, Papaoikonomou, Tserpes, and Varvarigou, "Influence patterns in topic communities of social media", Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics (2012)

Litke, Tserpes, and Varvarigou, "Computational workload prediction for grid oriented industrial applications: the case of 3D-image rendering", CCGrid 2005. IEEE International Symposium on Cluster Computing and the Grid, 2005. (2005)

Aisopos, Papadakis, Tserpes, and Varvarigou, "Content vs. context for sentiment analysis: a comparative analysis over microblogs", Proceedings of the 23rd ACM conference on Hypertext and social media (2012)

Aisopos, Papadakis, Tserpes, and Varvarigou, "Textual and contextual patterns for sentiment analysis over microblogs", Proceedings of the 21st International Conference on World Wide Web (2012)

Papadakis, Tserpes, Sardis, Kardara, Papaoikonomou, and Aisopos, "Social media meta-API: leveraging the content of social networks", Proceedings of the 21st International Conference on World Wide Web (2012)

Xefteris, Tserpes, and Varvarigou, "A method for improving renogram production and detection of renal pelvis using mathematical morphology on scintigraphic images", Engineering, Technology & Applied Science Research (2012)

Tserpes, Schubert, Koller, Kyriazis, and Varvarigou, "Learning from the past-SLA Composition using QoS History", Expanding the Knowledge Economy: Issues, Applications, Case Studies (2007)

Tserpes, Papadakis, Kardara, Papaoikonomou, Aisopos, Sardis, and Varvarigou, "Socios: A social media application ontology", On the Move to Meaningful Internet Systems: OTM 2012 Workshops: Confederated International Workshops: OTM Academy, Industry Case Studies Program, EI2N, INBAST, META4eS, OnToContent, ORM, SeDeS, SINCOM, and SOMOCO 2012, Rome, Italy, September 10-14, 2012. Proceedings (2012)

Tserpes, Papadakis, Kardara, Papaoikonomou, Aisopos, Sardis, and Varvarigou, "An Ontology for Social Networking Sites Interoperability", 4th International Conference of Knowledge Engineering and Ontology Development (KEOD2012) (2012)

Aisopos, Kardara, Senger, Klinger, Papaoikonomou, Tserpes, Gardner, and Varvarigou, "E-Government and Policy Simulation in Intelligent Virtual Environments.", WEBIST (2012)

Coppolino, D’Antonio, Romano, Aisopos, and Tserpes, "Effective QoS monitoring in large scale social networks", Intelligent Distributed Computing VII: Proceedings of the 7th International Symposium on Intelligent Distributed Computing-IDC 2013, Prague, Czech Republic, September 2013 (2014)

Papaoikonomou, Kardara, Tserpes, and Varvarigou, "The strength of negative opinions", Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part II 14 (2013)

Litke, Tserpes, and Varvarigou, "An Efficient Fault Tolerant Scheme for Task Failure in Grid Environments", Proceedings of the 1st International Workshopon Data Processing and Storage Networking: Towards Grid Computing DPSNO4 (2004)

Papaoikonomou, Tserpes, Kardara, and Varvarigou, "A Similarity-based Chinese Restaurant Process for Social Event Detection.", MediaEval (2013)

Papaoikonomou, Kardara, Tserpes, and Varvarigou, "Predicting edge signs in social networks using frequent subgraph discovery", IEEE Internet Computing (2014)

Kardara, Papadakis, Papaoikonomou, Tserpes, and Varvarigou, "Large-scale evaluation framework for local influence theories in Twitter", Information processing & management (2015)

Hoi, Doulamis, Jacovi, Raban, Kompatsiaris, Varvarigou, Luo, Xu, Tserpes, and Van Zwol, "WSM'11 welcome message", MM'11-Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops-WSM'11: 3rd ACM Social Media Workshop (2011)

Violos, Tserpes, Papaoikonomou, Kardara, and Varvarigou, "Clustering documents using the 3-gram graph representation model", Proceedings of the 18th Panhellenic Conference on Informatics (2014)

Xenaki, Tserpes, and Varvarigou, "An adaptive score model for a policy-making education game", Proceedings of the 18th Panhellenic Conference on Informatics (2014)

Kardara, Kalogirou, Papaoikonomou, Varvarigou, and Tserpes, "SocIoS API: A data aggregator for accessing user generated content from online social networks", Web Information Systems Engineering–WISE 2014 Workshops: 15th International Workshops IWCSN 2014, Org2 2014, PCS 2014, and QUAT 2014, Thessaloniki, Greece, October 12-14, 2014, Revised Selected Papers 15 (2015)

Psomakelis, Tserpes, Anagnostopoulos, and Varvarigou, "Comparing methods for twitter sentiment analysis", arXiv preprint arXiv:1505.02973 (2015)

Zorbas, Zissis, Tserpes, and Anagnostopoulos, "Predicting object trajectories from high-speed streaming data", 2015 IEEE Trustcom/BigDataSE/ISPA (2015)

Tserpes, "CONSENSUS Project: Identifying publicly acceptable policy implementations", arXiv preprint arXiv:1509.07698 (2015)

Aisopos, Litke, Kardara, Tserpes, Campo, and Varvarigou, "Social network services for innovative smart cities: the RADICAL platform approach", Journal of Smart Cities (2019)

Valsamis, Tserpes, Zissis, Anagnostopoulos, and Varvarigou, "Employing traditional machine learning algorithms for big data streams analysis: The case of object trajectory prediction", Journal of Systems and Software (2017)

Psomakelis, Aisopos, Litke, Tserpes, Kardara, and Campo, "Big IoT and social networking data for smart cities: Algorithmic improvements on Big Data Analysis in the context of RADICAL city applications", arXiv preprint arXiv:1607.00509 (2016)

Violos, Tserpes, Psomakelis, Psychas, and Varvarigou, "Sentiment analysis using word-graphs", Proceedings of the 6th International Conference on Web Intelligence, mining and semantics (2016)

Makris, Tserpes, Andronikou, and Anagnostopoulos, "A classification of NoSQL data stores based on key design characteristics", Procedia Computer Science (2016)

Altmann, Carlini, Coppola, Dazzi, Ferrer, Haile, Jung, Kang, Marshall, Tserpes, and , "BASMATI-a brokerage architecture on federated clouds for mobile applications", CGW 2016 International Workshop, Krakow, Poland (2016)

Makris, Tserpes, and Anagnostopoulos, "Load balancing in in-memory key-value stores for response time minimization", Economics of Grids, Clouds, Systems, and Services: 13th International Conference, GECON 2016, Athens, Greece, September 20-22, 2016, Revised Selected Papers 13 (2017)

Coppolino, D'Antonio, Romano, Aisopos, and Tserpes, "Real-time QoS monitoring from the end user perspective in large scale social networks", International Journal of Computational Science and Engineering (2017)

AISOPOS, TSERPES, PANOUSOPOULOS, PHILLIPS, KARDARA, and VARVARIGOU, "Building Business Trust: Inter-Organizational Information Sharing Supported by Grid Technologies", (l)

Makris, Michail, Varlamis, Dimitropoulos, Tserpes, Tsatsaronis, Haupt, and Sawyer, "Parallelization of large-scale Drug-Protein binding experiments", 2017 International Conference on High Performance Computing & Simulation (HPCS) (2017)

Makris, Tserpes, Anagnostopoulos, and Altmann, "Load balancing for minimizing the average response time of get operations in distributed key-value stores", 2017 IEEE 14th International Conference on Networking, Sensing and Control (ICNSC) (2017)

Koohborfardhaghighi, Altmann, and Tserpes, "Social analytics framework for intelligent information systems based on a complex adaptive systems approach", Proceedings of the International Conference on Web Intelligence (2017)

Eirinaki, Gao, Varlamis, and Tserpes, "Recommender systems for large-scale social networks: A review of challenges and solutions", (2018)

Altmann, Al-Athwari, Carlini, Coppola, Dazzi, Ferrer, Haile, Jung, Marshall, Pages, and , "BASMATI: an architecture for managing cloud and edge resources for mobile users", Economics of Grids, Clouds, Systems, and Services: 14th International Conference, GECON 2017, Biarritz, France, September 19-21, 2017, Proceedings 14 (2017)

Violos, Lira, Dazzi, Altmann, Al-Athwari, Schwichtenberg, Jung, Varvarigou, and Tserpes, "User behavior and application modeling in decentralized edge cloud infrastructures", Economics of Grids, Clouds, Systems, and Services: 14th International Conference, GECON 2017, Biarritz, France, September 19-21, 2017, Proceedings 14 (2017)

Makris, Tserpes, and Anagnostopoulos, "A novel object placement protocol for minimizing the average response time of get operations in distributed key-value stores", 2017 IEEE International Conference on Big Data (Big Data) (2017)

Chatzikokolakis, Zissis, Spiliopoulos, and Tserpes, "Mining Vessel Trajectory Data for Patterns of Search and Rescue.", EDBT/ICDT Workshops (2018)

Carlini, Coppola, Dazzi, Tserpes, Violos, Jung, Santoso, Altmann, Marshall, Pages, and , "Basmati: Cloud brokerage across borders for mobile users and applications", Advances in Service-Oriented and Cloud Computing: Workshops of ESOCC 2017, Oslo, Norway, September 27-29, 2017, Revised Selected Papers 6 (2018)

Psomakelis, Tserpes, Anagnostopoulos, and Varvarigou, "BUDAMAF: Data Management in Cloud Federations", arXiv preprint arXiv:1805.00680 (2018)

Varlamis, Tserpes, and Sardianos, "Detecting Search and Rescue missions from AIS data", 2018 IEEE 34th international conference on data engineering workshops (ICDEW) (2018)

Violos, Tserpes, Varlamis, and Varvarigou, "Text classification using the n-gram graph representation model over high frequency data streams", Frontiers in Applied Mathematics and Statistics (2018)

Varlamis, Tserpes, Etemad, Júnior, and Matwin, "A Network Abstraction of Multi-vessel Trajectory Data for Detecting Anomalies.", EDBT/ICDT Workshops (2019)

Makris, Tserpes, Spiliopoulos, and Anagnostopoulos, "Performance Evaluation of MongoDB and PostgreSQL for Spatio-temporal Data.", EDBT/ICDT Workshops (2019)

Violos, Pelekis, Berdelis, Tsanakas, Tserpes, and Varvarigou, "Predicting visitor distribution for large events in smart cities", 2019 ieee international conference on big data and smart computing (bigcomp) (2019)

Violos, Psomakelis, Tserpes, Aisopos, and Varvarigou, "Leveraging user mobility and mobile app services behavior for optimal edge resource utilization", Proceedings of the International Conference on Omni-Layer Intelligent Systems (2019)

Kousiouris, Tsarsitalidis, Psomakelis, Koloniaris, Bardaki, Tserpes, Nikolaidou, and Anagnostopoulos, "A microservice-based framework for integrating IoT management platforms, semantic and AI services for supply chain management", Ict Express (2019)

Tserpes, "stream-MSA: A microservices’ methodology for the creation of short, fast-paced, stream processing pipelines", ICT Express (2019)

Chatzikokolakis, Zissis, Spiliopoulos, and Tserpes, "A comparison of supervised learning schemes for the detection of search and rescue (SAR) vessel patterns", GeoInformatica (2021)

Makris, Tserpes, Anagnostopoulos, Nikolaidou, and Macedo, "Database system comparison based on spatiotemporal functionality", Proceedings of the 23rd international database applications & engineering symposium (2019)

Kapadais, Varlamis, Sardianos, and Tserpes, "A framework for the detection of search and rescue patterns using shapelet classification", Future Internet (2019)

Kontopoulos, Varlamis, and Tserpes, "Uncovering hidden concepts from AIS data: A network abstraction of maritime traffic for anomaly detection", Multiple-Aspect Analysis of Semantic Trajectories: First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings 1 (2020)

Koloniaris, Kousiouris, Anagnostopoulos, Nikolaidou, and Tserpes, "Survey-based investigation, feature extraction and classification of Greek municipalities maturity for open source adoption and migration prospects", Journal of Systems and Software (2019)

Psomakelis, Tserpes, Zissis, Anagnostopoulos, and Varvarigou, "Context agnostic trajectory prediction based on λ-architecture", Future Generation Computer Systems (2020)

Tserpes, Pateraki, and Varlamis, "Strand: scalable trilateration with Node. js", Journal of Cloud Computing (2019)

Makris, Petraki, Dimitropoulos, Liberopoulou, Styliani, and Michalakelis, "Mobile application for asylum seekers", The Migration Conference (2017)

Tserpes, Renso, and Matwin, "Multiple-Aspect Analysis of Semantic Trajectories: First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings", (2020)

Kontopoulos, Chatzikokolakis, Zissis, Tserpes, and Spiliopoulos, "Real-time maritime anomaly detection: detecting intentional AIS switch-off", International Journal of Big Data Intelligence (2020)

Makris, Kontopoulos, and Tserpes, "COVID-19 detection from chest X-Ray images using Deep Learning and Convolutional Neural Networks", 11th hellenic conference on artificial intelligence (2020)

Makris, Tserpes, Spiliopoulos, Zissis, and Anagnostopoulos, "Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects", GeoInformatica (2021)

Kontopoulos, Chatzikokolakis, Tserpes, and Zissis, "Classification of vessel activity in streaming data", Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems (2020)

Kontopoulos, Varlamis, and Tserpes, "A distributed framework for extracting maritime traffic patterns", International Journal of Geographical Information Science (2021)

Izquierdo, Monteagudo García, Casanova, Paes Leme, Sardianos, Tserpes, Varlamis, and Ruback Rodrigues, "Stop-and-move sequence expressions over semantic trajectories", International Journal of Geographical Information Science (2021)

Varlamis, Kontopoulos, Tserpes, Etemad, Soares, and Matwin, "Building navigation networks from multi-vessel trajectory data", GeoInformatica (2021)

Renso, Bogorny, Tserpes, Matwin, and Macedo, "Multiple-aspect analysis of semantic trajectories (MASTER)", (2021)

Hoi, Jacovi, Kompatsiaris, Luo, Tserpes, Doulamis, Raban, Varvarigou, Xu, Zwol, and , "Proceedings of the 3rd ACM SIGMM International Workshop on Social Media", (2011)

Kontopoulos, Makris, and Tserpes, "A deep learning streaming methodology for trajectory classification", ISPRS International Journal of Geo-Information (2021)

Makris, Silva, Bogorny, Alvares, Macedo, and Tserpes, "Evaluating the effect of compressing algorithms for trajectory similarity and classification problems", GeoInformatica (2021)

Korontanis, Tserpes, Pateraki, Blasi, Violos, Diego, Marin, Kourtellis, Coppola, Carlini, and , "Inter-operability and orchestration in heterogeneous cloud/edge resources: The accordion vision", Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge (2020)

Makris, Kontopoulos, Alimisis, and Tserpes, "A comparison of trajectory compression algorithms over AIS data", IEEE Access (2021)

Kontopoulos, Makris, Zissis, and Tserpes, "A computer vision approach for trajectory classification", 2021 22nd IEEE International Conference on Mobile Data Management (MDM) (2021)

Violos, Pagoulatou, Tsanakas, Tserpes, and Varvarigou, "Predicting resource usage in edge computing infrastructures with CNN and a hybrid Bayesian particle swarm hyper-parameter optimization model", Intelligent Computing: Proceedings of the 2021 Computing Conference, Volume 2 (2021)

Bacciu, Akarmazyan, Armengaud, Bacco, Bravos, Calandra, Carlini, Carta, Cassarà, Coppola, and , "Teaching-trustworthy autonomous cyber-physical applications through human-centred intelligence", 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS) (2021)

Macher, Akarmazyan, Armengaud, Bacciu, Calandra, Danzinger, Dazzi, Davalas, De Gennaro, Dimitriou, and , "Dependable integration concepts for human-centric ai-based systems", Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops: DECSoS, MAPSOD, DepDevOps, USDAI, and WAISE, York, UK, September 7, 2021, Proceedings 40 (2021)

Theodoropoulos, Maroudis, Violos, and Tserpes, "An encoder-decoder deep learning approach for multistep service traffic prediction", 2021 IEEE Seventh International Conference on Big Data Computing Service and Applications (BigDataService) (2021)

Makris, Kontopoulos, Psomakelis, and Tserpes, "Semi-supervised trajectory classification using convolutional auto-encoders", Proceedings of the 1st ACM SIGSPATIAL international workshop on animal movement ecology and human mobility (2021)

Oikonomou, Alhaddad, Kontopoulos, Makris, Tserpes, Arampatzi, Bonazountas, Ocampo, Demetriou, Katusic, and , "Data Driven Fleet Monitoring and Circular Economy", 2021 17th International Conference on Distributed Computing in Sensor Systems (DCOSS) (2021)

Violos, Tsanakas, Theodoropoulos, Leivadeas, Tserpes, and Varvarigou, "Hypertuning GRU neural networks for edge resource usage prediction", 2021 IEEE Symposium on Computers and Communications (ISCC) (2021)

Makris, Boudi, Coppola, Cordeiro, Corsini, Dazzi, Andilla, Rozas, Kamarianakis, Pateraki, and , "Cloud for holography and augmented reality", 2021 IEEE 10th international conference on cloud networking (CloudNet) (2021)

De Caro, Bano, Machumilane, Gotta, Cassarà, Carta, Semola, Sardianos, Chronis, Varlamis, and , "Ai-as-a-service toolkit for human-centered intelligence in autonomous driving", 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (2022)

KOMPATSIARIS, RABAN, LUO, VARVARIGOU, TSERPES, XU, VAN, HOI, DOULAMIS, and JACOVI, "WSM'11 welcome message", (2011)

Makris, Tserpes, and Varvarigou, "Transition from monolithic to microservice-based applications. Challenges from the developer perspective", Open Research Europe (2022)

Chronis, Sardianos, Varlamis, Michail, and Tserpes, "A driving profile recommender system for autonomous driving using sensor data and reinforcement learning", Proceedings of the 25th Pan-Hellenic Conference on Informatics (2021)

Theodoropoulos, Makris, Boudi, Taleb, Herzog, Rosa, Cordeiro, Tserpes, Spatafora, Romussi, and , "Cloud-based xr services: A survey on relevant challenges and enabling technologies", Journal of Networking and Network Applications (2022)

Violos, Tsanakas, Theodoropoulos, Leivadeas, Tserpes, and Varvarigou, "Intelligent horizontal autoscaling in edge computing using a double tower neural network", Computer Networks (2022)

Davalas, Michail, Diou, Varlamis, and Tserpes, "Computationally efficient rehearsal for online continual learning", International Conference on Image Analysis and Processing (2022)

Kontopoulos, Makris, Tserpes, and Bogorny, "TraClets: Harnessing the power of computer vision for trajectory classification", arXiv preprint arXiv:2205.13880 (2022)

Violos, Theodoropoulos, Maroudis, Leivadeas, and Tserpes, "Self-attention based encoder-decoder for multistep human density prediction", Journal of urban mobility (2022)

Gavish, Baras, Ronen, Tserpes, Xenaki, Frank, Havlik, Kallipolitis, Fuchs, Schreck, and , "Optimization and Visual Analytics Report", Optimization (l)

Blasi, Toro, Di Girolamo, and Tserpes, "A Minicloud Specification Enabling the Federation of Heterogeneous Edge Resources for Latency Sensitive Applications' Requirements", Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge (2022)

Makris, Psomakelis, Theodoropoulos, and Tserpes, "Towards a distributed storage framework for edge computing infrastructures", Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge (2022)

Theodoropoulos, Makris, Violos, and Tserpes, "An automated pipeline for advanced fault tolerance in edge computing infrastructures", Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge (2022)

Kousiouris, Giannakos, Tserpes, and Stamati, "Measuring Baseline Overheads in Different Orchestration Mechanisms for Large FaaS Workflows", Companion of the 2022 ACM/SPEC International Conference on Performance Engineering (2022)

Kontopoulos, Makris, Xyalis, and Tserpes, "Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workload", 2022 23rd IEEE International Conference on Mobile Data Management (MDM) (2022)

Makris, Kontopoulos, Psomakelis, Xyalis, Theodoropoulos, and Tserpes, "Performance analysis of storage systems in edge computing infrastructures", Applied Sciences (2022)

Politi, Varlamis, Tserpes, Larsen, and Dimitrakopoulos, "The future of safe BVLOS drone operations with respect to system and service engineering", 2022 IEEE International Conference on Service-Oriented System Engineering (SOSE) (2022)

Triakosia, Rizomiliotis, Tserpes, Tonelli, Senni, and Federici, "Homomorphic encryption in manufacturing compliance checks", International Conference on Trust and Privacy in Digital Business (2022)

Rizomiliotis, Diou, Triakosia, Kyrannas, and Tserpes, "Partially oblivious neural network inference", arXiv preprint arXiv:2210.15189 (2022)

Rizomiliotis, Tserpes, and Triakosia, "The Collabs Level-3 Security Package for Secure Digital Supply Networks: 1st complete version", (2021)

Spyrou-Sioula, Kontopoulos, Kaklis, Makris, Tserpes, Eirinakis, and Oikonomou, "AIS-Enabled Weather Routing for Cargo Loss Prevention", Journal of Marine Science and Engineering (2022)

Taleb, Boudi, Rosa, Cordeiro, Theodoropoulos, Tserpes, Dazzi, Protopsaltis, and Li, "Toward supporting XR services: Architecture and enablers", IEEE Internet of Things Journal (2022)

Kontopoulos, Makris, and Tserpes, "TraClets: A trajectory representation and classification library", SoftwareX (2023)

Xefteris, Haritou, Tserpes, and Varvarigou, "Analysis of requirements and specifications for a monitoring system to support the self-management of dementia...", (2011)

Psomakelis, Makris, Tserpes, and Pateraki, "A Lightweight Storage Framework for Edge Computing Infrastructures", Available at SSRN 4330218 (l)

Theodoropoulos, Makris, Kontopoulos, Violos, Tarkowski, Ledwoń, Dazzi, and Tserpes, "Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study", International Journal of Information Management Data Insights (2023)

Theodoropoulos, Violos, Tsanakas, Leivadeas, Tserpes, and Varvarigou, "Intelligent proactive fault tolerance at the edge through resource usage prediction", arXiv preprint arXiv:2302.05336 (2023)

Davalas, Michail, Varlamis, and Tserpes, "A Cloud-based Continual Learning System for Road Sign Classification in Autonomous Driving.", CI4PM/PAI@ WCCI (2022)

Kontopoulos, Makris, Tserpes, and Varvarigou, "An evaluation of time series forecasting models on water consumption data: A case study of Greece", arXiv preprint arXiv:2303.17617 (2023)

Maroudis, Theodoropoulos, Violos, Leivadeas, and Tserpes, "Leveraging graph neural networks for SLA violation prediction in cloud computing", IEEE Transactions on Network and Service Management (2023)

Carlini, Coppola, Dazzi, Ferrucci, Kavalionak, Korontanis, Mordacchini, Tserpes, and , "SmartORC: smart orchestration of resources in the compute continuum", Frontiers in High Performance Computing (2023)

Psomakelis, Makris, Tserpes, and Pateraki, "A lightweight storage framework for edge computing infrastructures/EdgePersist", Software Impacts (2023)

Benmerar, Theodoropoulos, Fevereiro, Rosa, Rodrigues, Taleb, Barone, Tserpes, and Cordeiro, "Intelligent Multi-Domain Edge Orchestration for Highly Distributed Immersive Services: An Immersive Virtual Touring Use Case", 2023 IEEE International Conference on Edge Computing and Communications (EDGE) (2023)

Lomonaco, De Caro, Gallicchio, Carta, Sardianos, Varlamis, Tserpes, Coppola, Marmpena, Politi, and , "AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence", 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) (2023)

Theodoropoulos, Kafetzis, Violos, Makris, and Tserpes, "Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing", Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge (2023)

Bacciu, Tserpes, Coppola, Macher, Gallicchio, Veledar, Anaxagorou, and Dazzi, "TEACHING: A Computing Toolkit for Building Efficient Autonomous appliCations Leveraging Humanistic INtelliGence", Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge (2023)

Carlini, Dazzi, Tserpes, Blasi, Di Girolamo, and Dober, "Innovation Potential of the ACCORDION Platform", Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge (2023)

Korontanis, Makris, Theodoropoulos, and Tserpes, "Real-time Monitoring and Analysis of Edge and Cloud Resources", Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge (2023)

Tserpes, Dazzi, Pinciroli, Cheng, Younas, Forti, Brogi, Pierre, Garraghan, Werner, and , "TPC Chairs", (l)

Theodoropoulos, Makris, Korontanis, and Tserpes, "GreenKube: Towards Greener Container Orchestration using Artificial Intelligence", 2023 IEEE International Conference on Service-Oriented System Engineering (SOSE) (2023)

Theodoropoulos, Makris, Kontopoulos, Maroudis, and Tserpes, "Multi-Service Demand Forecasting Using Graph Neural Networks", 2023 IEEE International Conference on Service-Oriented System Engineering (SOSE) (2023)

Theodoropoulos, Makris, Psomakelis, Carlini, Mordacchini, Dazzi, and Tserpes, "GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning", 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) (2023)

Makris, Psomakelis, Korontanis, Theodoropoulos, Protopsaltis, Pateraki, Ledwoń, Diou, Anagnostopoulos, and Tserpes, "Streamlining XR Application Deployment with a Localized Docker Registry at the Edge", European Conference on Service-Oriented and Cloud Computing (2023)

Theodoropoulos, Rosa, Benzaid, Gray, Marin, Makris, Cordeiro, Diego, Sorokin, Girolamo, and , "Security in Cloud-Native Services: A Survey", Journal of Cybersecurity and Privacy (2023)

Kontopoulos, Makris, and Tserpes, "A real-time trajectory classification module", Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging issues and Ethical perspectives 2023 (2023)

Kokkinos, Varvarigos, Konidaris, and Tserpes, "Intent-Based Allocation of Cloud Computing Resources Using Q-Learning", International Symposium on Algorithmic Aspects of Cloud Computing (2023)

Faka, Tserpes, and Chalkias, "Environmental sensing: a review of approaches using GPS/GNSS", GPS and GNSS Technology in Geosciences (2021)

Chronis, Tserpes, and Varlamis, "Autonomous Vehicle Systems in Intelligent Interconnected Transportation Networks", (2024)

Makris, Kontopoulos, and Tserpes, "COVID-19 detection from chest X-Ray images using Deep Learning and Convolutional Neural Networks (preprint)", (2020)

Korontanis, Makris, and Tserpes, "EdgeCloud Mon: A lightweight monitoring stack for K3s clusters", SoftwareX (2024)

Korontanis, Makris, and Tserpes, "A Survey on Modeling Languages for Applications Hosted on Cloud-Edge Computing Environments", Applied Sciences (2024)

Kafetzis, Violos, Makris, and Tserpes, "Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing", (2023)