Computational workload prediction for grid oriented industrial applications: the case of 3D-image rendering. - Antonios Litke; Konstantinos Tserpes; Theodora A. Varvarigou (CCGRID, 2005)

A Task Replication and Fair Resource Management Scheme for Fault Tolerant Grids. - Antonios Litke; Konstantinos Tserpes; Konstantinos Dolkas; Theodora A. Varvarigou (EGC, 2005)

An Open Architecture for QoS Information in Business Grids. - Konstantinos Tserpes; Dimosthenis Kyriazis; Andreas Menychtas; Theodora A. Varvarigou; Fabrizio Silvestri; Domenico Laforenza (CoreGRID, 2007)

Efficient task replication and management for adaptive fault tolerance in Mobile Grid environments. - Antonios Litke; Dimitrios Skoutas 001; Konstantinos Tserpes; Theodora A. Varvarigou (Future Gener. Comput. Syst., 2007)

Evaluating Quality Provisioning Levels in Service Oriented Business Environments. - Konstantinos Tserpes; Dimosthenis Kyriazis; Andreas Menychtas; Antonios Litke; Costis Christogiannis; Theodora A. Varvarigou (EDOC, 2008)

Data Aggregation and Analysis: A Grid-Based Approach for Medicine and Biology. - Dimosthenis Kyriazis; Konstantinos Tserpes; George Kousiouris; Andreas Menychtas; Gregory Katsaros; Theodora A. Varvarigou (ISPA, 2008)

QoS-Based Decision Services in Grids. - Dimosthenis Kyriazis; Peer Hasselmeyer; Konstantinos Tserpes; Andreas Menychtas; Theodora A. Varvarigou (Panhellenic Conference on Informatics, 2008)

A novel mechanism for provisioning of high-level quality of service information in grid environments. - Konstantinos Tserpes; Dimosthenis Kyriazis; Andreas Menychtas; Theodora A. Varvarigou (Eur. J. Oper. Res., 2008)

An innovative workflow mapping mechanism for Grids in the frame of Quality of Service. - Dimosthenis Kyriazis; Konstantinos Tserpes; Andreas Menychtas; Antonios Litke; Theodora A. Varvarigou (Future Gener. Comput. Syst., 2008)

A QoS-Based Selection Mechanism Exploiting Business Relationships in Workflows. - Dimosthenis Kyriazis; Konstantinos Tserpes; Ioannis Papagiannis; Kleopatra Konstanteli; Theodora A. Varvarigou (GECON, 2009)

Service selection and workflow mapping for Grids: an approach exploiting quality-of-service information. - Dimosthenis Kyriazis; Konstantinos Tserpes; Andreas Menychtas; Ioannis Sarantidis; Theodora A. Varvarigou (Concurr. Comput. Pract. Exp., 2009)

Fault tolerant and prioritized scheduling in OGSA-based mobile Grids. - Antonios Litke; Dimitrios Halkos; Konstantinos Tserpes; Dimosthenis Kyriazis; Theodora A. Varvarigou (Concurr. Comput. Pract. Exp., 2009)

Real-time reconfiguration for guaranteeing QoS provisioning levels in Grid environments. - Andreas Menychtas; Dimosthenis Kyriazis; Konstantinos Tserpes (Future Gener. Comput. Syst., 2009)

Semantically-enabled Intelligent Patient Recruitment in Clinical Trials. - Vassiliki Andronikou; Efstathios Karanastasis; Efthymios Chondrogiannis; Konstantinos Tserpes; Theodora A. Varvarigou (3PGCIC, 2010)

Service Selection Decision Support in the Internet of Services. - Konstantinos Tserpes; Fotis Aisopos; Dimosthenis Kyriazis; Theodora A. Varvarigou (GECON, 2010)

+Spaces: Intelligent Virtual Spaces for eGovernment. - Konstantinos Tserpes; Michal Jacovi; Michael Gardner; Anna Triantafillou; Benjamin Cohen (Intelligent Environments, 2010)

Analysis of requirements and specifications for a monitoring system to support the self-management of dementia patients at home. - Stefanos Xefteris; Maria Haritou; Konstantinos Tserpes; Alessandro Serretti; Josep Ramon Llopart; Raffaella Calati; Theodora A. Varvarigou (PETRA, 2010)

A Study on the Effect of Application and Resource Characteristics on the QoS in Service Provisioning Environments. - Theodora A. Varvarigou; Konstantinos Tserpes; Dimosthenis Kyriazis; Fabrizio Silvestri; Nikolaos Psimogiannos (Int. J. Distributed Syst. Technol., 2010)

WSM2011: third ACM workshop on social media. - Steven C. H. Hoi; Michal Jacovi; Ioannis Kompatsiaris; Jiebo Luo 001; Konstantinos Tserpes (ACM Multimedia, 2011)

Enabling risk assessment and analysis by event detection in dementia patients using a reconfigurable rule set. - Stefanos Xefteris; Andrey Baboshin; Konstantinos Tserpes; Aggelos Androulidakis; Yuri Glickman; Theodora A. Varvarigou; Maria Haritou; Francesco D'Andria (PETRA, 2011)

A Service Oriented Architecture Enabling Policy Simulation in Virtual Spaces. - Magdalini Kardara; Omri Fuchs; Fotis Aisopos; Athanasios Papaoikonomou; Konstantinos Tserpes; Theodora A. Varvarigou (VS-GAMES, 2011)

Case-based approach using behavioural biometrics aimed at Assisted Living. - Stefanos Xefteris; Vassiliki Andronikou; Konstantinos Tserpes; Theodora A. Varvarigou (J. Ambient Intell. Humaniz. Comput., 2011)

Service Quality Model Evaluation. - Fotis Aisopos; Magdalini Kardara; Vrettos Moulos; Athanasios Papaoikonomou; Konstantinos Tserpes; Theodora A. Varvarigou (Achieving Real-Time in Distributed Computing, 2012)

Content vs. context for sentiment analysis: a comparative analysis over microblogs. - Fotis Aisopos; George Papadakis 001; Konstantinos Tserpes; Theodora A. Varvarigou (HT, 2012)

An Ontology for Social Networking Sites Interoperability. - Konstantinos Tserpes; George Papadakis 001; Magdalini Kardara; Athanasios Papaoikonomou; Fotis Aisopos; Emmanuel Sardis; Theodora A. Varvarigou (KEOD, 2012)

SocIoS: A Social Media Application Ontology. - Konstantinos Tserpes; George Papadakis 001; Magdalini Kardara; Athanasios Papaoikonomou; Fotis Aisopos; Emmanuel Sardis; Theodora A. Varvarigou (OTM Workshops, 2012)

E-Government and Policy Simulation in Intelligent Virtual Environments. - Fotis Aisopos; Magdalini Kardara; Philipp Senger; Roman Klinger; Athanasios Papaoikonomou; Konstantinos Tserpes; Michael Gardner; Theodora A. Varvarigou (WEBIST, 2012)

Representation models for text classification: a comparative analysis over three web document types. - George Giannakopoulos; Petra Mavridi; Georgios Paliouras; George Papadakis 001; Konstantinos Tserpes (WIMS, 2012)

Influence patterns in topic communities of social media. - Mania Kardara; George Papadakis 001; Athanasios Papaoikonomou; Konstantinos Tserpes; Theodora A. Varvarigou (WIMS, 2012)

Textual and contextual patterns for sentiment analysis over microblogs. - Fotis Aisopos; George Papadakis 001; Konstantinos Tserpes; Theodora A. Varvarigou (WWW (Companion Volume), 2012)

Social media meta-API: leveraging the content of social networks. - George Papadakis 001; Konstantinos Tserpes; Emmanuel Sardis; Magdalini Kardara; Athanasios Papaoikonomou; Fotis Aisopos (WWW (Companion Volume), 2012)

Dynamic QoS-aware data replication in grid environments based on data "importance". - Vassiliki Andronikou; Konstantinos Mamouras; Konstantinos Tserpes; Dimosthenis Kyriazis; Theodora A. Varvarigou (Future Gener. Comput. Syst., 2012)

A recommender mechanism for service selection in service-oriented environments. - Konstantinos Tserpes; Fotis Aisopos; Dimosthenis Kyriazis; Theodora A. Varvarigou (Future Gener. Comput. Syst., 2012)

Infrastructure and Network-aware Grids and Service Oriented Architectures. - Theodora A. Varvarigou; Anastasios D. Doulamis; Konstantinos Tserpes; Dimosthenis Kyriazis (Future Gener. Comput. Syst., 2012)

The Strength of Negative Opinions. - Thanos Papaoikonomou; Mania Kardara; Konstantinos Tserpes; Theodora A. Varvarigou (EANN (2), 2013)

Effective QoS Monitoring in Large Scale Social Networks. - Luigi Coppolino; Salvatore D'Antonio; Luigi Romano; Fotis Aisopos; Konstantinos Tserpes (IDC, 2013)

A Similarity-based Chinese Restaurant Process for Social Event Detection. - Athanasios Papaoikonomou; Konstantinos Tserpes; Magdalini Kardara; Theodora A. Varvarigou (MediaEval, 2013)

Comparing Methods for Twitter Sentiment Analysis. - Evangelos Psomakelis; Konstantinos Tserpes; Dimosthenis Anagnostopoulos; Theodora A. Varvarigou (KDIR, 2014)

Clustering Documents using the 3-Gram Graph Representation Model. - John Violos; Konstantinos Tserpes; Athanasios Papaoikonomou; Magdalini Kardara; Theodora A. Varvarigou (Panhellenic Conference on Informatics, 2014)

An adaptive score model for a policy-making education game. - Anna Xenaki; Konstantinos Tserpes; Theodora A. Varvarigou (Panhellenic Conference on Informatics, 2014)

SocIoS API: A Data Aggregator for Accessing User Generated Content from Online Social Networks. - Magdalini Kardara; Vasilis Kalogirou; Athanasios Papaoikonomou; Theodora A. Varvarigou; Konstantinos Tserpes (WISE Workshops, 2014)

Predicting Edge Signs in Social Networks Using Frequent Subgraph Discovery. - Athanasios Papaoikonomou; Magdalini Kardara; Konstantinos Tserpes; Theodora A. Varvarigou (IEEE Internet Comput., 2014)

CONSENSUS Project: Identifying Publicly Acceptable Policy Implementations. - Konstantinos Tserpes (EEPM@eGOV, 2015)

Predicting Object Trajectories from High-Speed Streaming Data. - Nikolaos Zorbas; Dimitrios Zissis; Konstantinos Tserpes; Dimosthenis Anagnostopoulos (TrustCom/BigDataSE/ISPA (2), 2015)

Large-scale evaluation framework for local influence theories in Twitter. - Magdalini Kardara; George Papadakis 001; Athanasios Papaoikonomou; Konstantinos Tserpes; Theodora A. Varvarigou (Inf. Process. Manag., 2015)

Big IoT and Social Networking Data for Smart Cities - Algorithmic Improvements on Big Data Analysis in the Context of RADICAL City Applications. - Evangelos Psomakelis; Fotis Aisopos; Antonios Litke; Konstantinos Tserpes; Magdalini Kardara; Pablo Martínez Campo (CLOSER (1), 2016)

A Classification of NoSQL Data Stores Based on Key Design Characteristics. - Antonios Makris; Konstantinos Tserpes; Vassiliki Andronikou; Dimosthenis Anagnostopoulos (Cloud Forward, 2016)

Load Balancing in In-Memory Key-Value Stores for Response Time Minimization. - Antonios Makris; Konstantinos Tserpes; Dimosthenis Anagnostopoulos (GECON, 2016)

Sentiment Analysis using Word-Graphs. - John Violos; Konstantinos Tserpes; Evangelos Psomakelis; Konstantinos Psychas; Theodora A. Varvarigou (WIMS, 2016)

A novel object placement protocol for minimizing the average response time of get operations in distributed key-value stores. - Antonios Makris; Konstantinos Tserpes; Dimosthenis Anagnostopoulos (IEEE BigData, 2017)

BASMATI: Cloud Brokerage Across Borders for Mobile Users and Applications. - Emanuele Carlini; Massimo Coppola; Patrizio Dazzi; Konstantinos Tserpes; John Violos; Young-Woo Jung; Ganis Zulfa Santoso; Jörn Altmann; Jamie Marshall; Enric Pages; Myoungjin Kim (ESOCC Workshops, 2017)

BASMATI: An Architecture for Managing Cloud and Edge Resources for Mobile Users. - Jörn Altmann; Baseem Al-athwari; Emanuele Carlini; Massimo Coppola; Patrizio Dazzi; Ana Juan Ferrer; Netsanet Haile; Young-Woo Jung; Jamie Marshall; Enric Pages; Evangelos Psomakelis; Ganis Zulfa Santoso; et al. (GECON, 2017)

User Behavior and Application Modeling in Decentralized Edge Cloud Infrastructures. - John Violos; Vinicius Monteiro de Lira; Patrizio Dazzi; Jörn Altmann; Baseem Al-athwari; Antonia Schwichtenberg; Young-Woo Jung; Theodora A. Varvarigou; Konstantinos Tserpes (GECON, 2017)

Load balancing for minimizing the average response time of get operations in distributed key-value stores. - Antonios Makris; Konstantinos Tserpes; Dimosthenis Anagnostopoulos; Jörn Altmann (ICNSC, 2017)

Parallelization of Large-Scale Drug-Protein Binding Experiments. - Antonios Makris; Dimitrios Michail 001; Iraklis Varlamis; Chronis Dimitropoulos; Konstantinos Tserpes; George Tsatsaronis 001; Joachim Haupt; Mark Sawyer (HPCS, 2017)

Social analytics framework for intelligent information systems based on a complex adaptive systems approach. - Somayeh Koohborfardhaghighi; Jörn Altmann; Konstantinos Tserpes (WI, 2017)

Real-time QoS monitoring from the end user perspective in large scale social networks. - Luigi Coppolino; Salvatore D'Antonio; Luigi Romano; Fotis Aisopos; Konstantinos Tserpes (Int. J. Comput. Sci. Eng., 2017)

Molecular mechanics-based finite element analysis of graphene sheet and carbon nanotubes using the rebo potential. - Konstantinos Tserpes; Antonis Koumpias (Int. J. Model. Simul. Sci. Comput., 2017)

Employing traditional machine learning algorithms for big data streams analysis: The case of object trajectory prediction. - Angelos Valsamis; Konstantinos Tserpes; Dimitrios Zissis; Dimosthenis Anagnostopoulos; Theodora A. Varvarigou (J. Syst. Softw., 2017)

Special issue on "Software architectures and systems for real time data stream analytics". - Theodora A. Varvarigou; Dimitrios Zissis; Konstantinos Tserpes (J. Syst. Softw., 2017)

BUDaMaF - Data Management in Cloud Federations. - Evangelos Psomakelis; Konstantinos Tserpes; Dimosthenis Anagnostopoulos; Theodora A. Varvarigou (CLOSER, 2018)

Mining Vessel Trajectory Data for Patterns of Search and Rescue. - Konstantinos Chatzikokolakis 002; Dimitrios Zissis; Giannis Spiliopoulos; Konstantinos Tserpes (EDBT/ICDT Workshops, 2018)

Detecting Search and Rescue Missions from AIS Data. - Iraklis Varlamis; Konstantinos Tserpes; Christos Sardianos (ICDE Workshops, 2018)

Text Classification Using the N-Gram Graph Representation Model Over High Frequency Data Streams. - John Violos; Konstantinos Tserpes; Iraklis Varlamis; Theodora A. Varvarigou (Frontiers Appl. Math. Stat., 2018)

Recommender Systems for Large-Scale Social Networks: A review of challenges and solutions. - Magdalini Eirinaki; Jerry Gao 002; Iraklis Varlamis; Konstantinos Tserpes (Future Gener. Comput. Syst., 2018)

Predicting Visitor Distribution for Large Events in Smart Cities. - John Violos; Sotiris Pelekis; Anastasis Berdelis; Stylianos Tsanakas; Konstantinos Tserpes; Theodora A. Varvarigou (BigComp, 2019)

Leveraging User Mobility and Mobile App Services Behavior for Optimal Edge Resource Utilization. - John Violos; Evangelos Psomakelis; Konstantinos Tserpes; Fotis Aisopos; Theodora A. Varvarigou (COINS, 2019)

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

A Network Abstraction of Multi-vessel Trajectory Data for Detecting Anomalies. - Iraklis Varlamis; Konstantinos Tserpes; Mohammad Etemad; Amílcar Soares Júnior 001; Stan Matwin (EDBT/ICDT Workshops, 2019)

Database system comparison based on spatiotemporal functionality. - Antonios Makris; Konstantinos Tserpes; Dimosthenis Anagnostopoulos; Mara Nikolaidou; José Antônio Fernandes de Macêdo (IDEAS, 2019)

Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection. - Ioannis Kontopoulos; Iraklis Varlamis; Konstantinos Tserpes (MASTER@PKDD/ECML, 2019)

A Framework for the Detection of Search and Rescue Patterns Using Shapelet Classification. - Konstantinos Kapadais; Iraklis Varlamis; Christos Sardianos; Konstantinos Tserpes (Future Internet, 2019)

A microservice-based framework for integrating IoT management platforms, semantic and AI services for supply chain management. - George Kousiouris; Stylianos Tsarsitalidis; Evangelos Psomakelis; Stavros Koloniaris; Cleopatra Bardaki; Konstantinos Tserpes; Mara Nikolaidou; Dimosthenis Anagnostopoulos (ICT Express, 2019)

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

Strand: scalable trilateration with Node.js. - Konstantinos Tserpes; Maria Pateraki; Iraklis Varlamis (J. Cloud Comput., 2019)

Survey-based investigation, feature extraction and classification of Greek municipalities maturity for open source adoption and migration prospects. - Stavros Koloniaris; George Kousiouris; Dimosthenis Anagnostopoulos; Mara Nikolaidou; Konstantinos Tserpes (J. Syst. Softw., 2019)

Classification of vessel activity in streaming data. - Ioannis Kontopoulos; Konstantinos Chatzikokolakis 002; Konstantinos Tserpes; Dimitris Zissis (DEBS, 2020)

COVID-19 detection from chest X-Ray images using Deep Learning and Convolutional Neural Networks. - Antonios Makris; Ioannis Kontopoulos; Konstantinos Tserpes (SETN, 2020)

Economics of computing services: An overview of economic motivated solutions to Cloud Computing. - Jörn Altmann; José Ángel Bañares; Konstantinos Tserpes (Future Gener. Comput. Syst., 2020)

Context agnostic trajectory prediction based on λ-architecture. - Evangelos Psomakelis; Konstantinos Tserpes; Dimitris Zissis; Dimosthenis Anagnostopoulos; Theodora A. Varvarigou (Future Gener. Comput. Syst., 2020)

Special Issue on High Performance Services Computing and Internet Technologies. - Konstantinos Tserpes; Patrizio Dazzi; Emanuele Carlini; Massimo Coppola; Dimitrios Zissis (Future Gener. Comput. Syst., 2020)

Real-time maritime anomaly detection: detecting intentional AIS switch-off. - Ioannis Kontopoulos; Konstantinos Chatzikokolakis 002; Dimitris Zissis; Konstantinos Tserpes; Giannis Spiliopoulos (Int. J. Big Data Intell., 2020)

Influence of Embedding Fiber Optical Sensors in CFRP Film Adhesive Joints on Bond Strength. - Neele Grundmann; Hauke Brüning; Konstantinos Tserpes; Tim Strohbach; Bernd Mayer (Sensors, 2020)

An Encoder-Decoder Deep Learning Approach for Multistep Service Traffic Prediction. - Theodoros Theodoropoulos; Angelos-Christos Maroudis; John Violos; Konstantinos Tserpes (BigDataService, 2021)

Cloud for Holography and Augmented Reality. - Antonios Makris; Abderrahmane Boudi; Massimo Coppola; Luís Cordeiro; Massimiliano Corsini; Patrizio Dazzi; Ferran Diego Andilla; Yago González Rozas; Manos N. Kamarianakis; Maria Pateraki; Thu Le Pham; Antonis Protopsaltis; et al. (CloudNet, 2021)

TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence. - Davide Bacciu; Siranush Akarmazyan; Eric Armengaud; Manlio Bacco; George Bravos; Calogero Calandra; Emanuele Carlini; Antonio Carta; Pietro Cassarà; Massimo Coppola; Charalampos Davalas; Patrizio Dazzi; et al. (COINS, 2021)

Data Driven Fleet Monitoring and Circular Economy. - Fotis Oikonomou; Alzahraa Alhaddad; Ioannis Kontopoulos; Antonios Makris; Konstantinos Tserpes; Panagiota Arampatzi; Marc Bonazountas; Hernan Ruiz-Ocampo; Giorgos Demetriou; Vlatka Katusic; Dariusz Dober (DCOSS, 2021)

Semi-supervised trajectory classification using convolutional auto-encoders. - Antonios Makris; Ioannis Kontopoulos; Evangelos Psomakelis; Konstantinos Tserpes (HANIMOB@SIGSPATIAL, 2021)

Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources: The ACCORDION Vision. - Ioannis Korontanis; Konstantinos Tserpes; Maria Pateraki; Lorenzo Blasi; John Violos; Ferran Diego; Eduard Marin; Nicolas Kourtellis; Massimo Coppola; Emanuele Carlini; Zbyszek Ledwon; Przemyslaw Tarkowski; et al. (FRAME@HPDC, 2021)

Hypertuming GRU Neural Networks for Edge Resource Usage Prediction. - John Violos; Stylianos Tsanakas; Theodoros Theodoropoulos; Aris Leivadeas; Konstantinos Tserpes; Theodora A. Varvarigou (ISCC, 2021)

A computer vision approach for trajectory classification. - Ioannis Kontopoulos; Antonios Makris; Dimitris Zissis; Konstantinos Tserpes (MDM, 2021)

A driving profile recommender system for autonomous driving using sensor data and reinforcement learning. - Christos Chronis; Christos Sardianos; Iraklis Varlamis; Dimitrios Michail 001; Konstantinos Tserpes (PCI, 2021)

Dependable Integration Concepts for Human-Centric AI-Based Systems. - Georg Macher; Siranush Akarmazyan; Eric Armengaud; Davide Bacciu; Calogero Calandra; Herbert Danzinger; Patrizio Dazzi; Charalampos Davalas; Maria Carmela De Gennaro; Angela Dimitriou; Jürgen Dobaj; Maid Dzambic; et al. (SAFECOMP Workshops, 2021)

Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization Model. - John Violos; Tita Pagoulatou; Stylianos Tsanakas; Konstantinos Tserpes; Theodora A. Varvarigou (SAI (2), 2021)

A Comparison of Trajectory Compression Algorithms Over AIS Data. - Antonios Makris; Ioannis Kontopoulos; Panagiotis Alimisis; Konstantinos Tserpes (IEEE Access, 2021)

A comparison of supervised learning schemes for the detection of search and rescue (SAR) vessel patterns. - Konstantinos Chatzikokolakis 002; Dimitrios Zissis; Giannis Spiliopoulos; Konstantinos Tserpes (GeoInformatica, 2021)

Evaluating the effect of compressing algorithms for trajectory similarity and classification problems. - Antonios Makris; Camila Leite da Silva; Vania Bogorny; Luis Otávio Alvares; José Antônio Fernandes de Macêdo; Konstantinos Tserpes (GeoInformatica, 2021)

Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects. - Antonios Makris; Konstantinos Tserpes; Giannis Spiliopoulos; Dimitrios Zissis; Dimosthenis Anagnostopoulos (GeoInformatica, 2021)

MongoDB Vs PostgreSQL: A comparative study on performance aspects. - Antonios Makris; Konstantinos Tserpes; Giannis Spiliopoulos; Dimitrios Zissis; Dimosthenis Anagnostopoulos (GeoInformatica, 2021)

Building navigation networks from multi-vessel trajectory data. - Iraklis Varlamis; Ioannis Kontopoulos; Konstantinos Tserpes; Mohammad Etemad; Amílcar Soares Júnior 001; Stan Matwin (GeoInformatica, 2021)

Stop-and-move sequence expressions over semantic trajectories. - Yenier Torres Izquierdo; Grettel Monteagudo García; Marco A. Casanova; Luiz André P. Paes Leme; Christos Sardianos; Konstantinos Tserpes; Iraklis Varlamis; Lívia C. Ruback Rodrigues (Int. J. Geogr. Inf. Sci., 2021)

A distributed framework for extracting maritime traffic patterns. - Ioannis Kontopoulos; Iraklis Varlamis; Konstantinos Tserpes (Int. J. Geogr. Inf. Sci., 2021)

Multiple-aspect analysis of semantic trajectories(MASTER). - Chiara Renso; Vania Bogorny; Konstantinos Tserpes; Stan Matwin; José Antônio Fernandes de Macêdo (Int. J. Geogr. Inf. Sci., 2021)

A Deep Learning Streaming Methodology for Trajectory Classification. - Ioannis Kontopoulos; Antonios Makris; Konstantinos Tserpes (ISPRS Int. J. Geo Inf., 2021)

A Minicloud Specification Enabling the Federation of Heterogeneous Edge Resources for Latency Sensitive Applications' Requirements. - Lorenzo Blasi; Andrea Toro; Marco Di Girolamo; Konstantinos Tserpes (FRAME@HPDC, 2022)

Towards a Distributed Storage Framework for Edge Computing Infrastructures. - Antonios Makris; Evangelos Psomakelis; Theodoros Theodoropoulos; Konstantinos Tserpes (FRAME@HPDC, 2022)

An Automated Pipeline for Advanced Fault Tolerance in Edge Computing Infrastructures. - Theodoros Theodoropoulos; Antonios Makris; John Violos; Konstantinos Tserpes (FRAME@HPDC, 2022)

Computationally Efficient Rehearsal for Online Continual Learning. - Charalampos Davalas; Dimitrios Michail 001; Christos Diou; Iraklis Varlamis; Konstantinos Tserpes (ICIAP (3), 2022)

Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workload. - Ioannis Kontopoulos; Antonios Makris; Stylianos Nektarios Xyalis; Konstantinos Tserpes (MDM, 2022)

AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. - Valerio De Caro; Saira Bano; Achilles Machumilane; Alberto Gotta; Pietro Cassarà; Antonio Carta; Rudy Semola; Christos Sardianos; Christos Chronis; Iraklis Varlamis; Konstantinos Tserpes; Vincenzo Lomonaco; et al. (PerCom Workshops, 2022)

Partially Oblivious Neural Network Inference. - Panagiotis Rizomiliotis; Christos Diou; Aikaterini Triakosia; Ilias Kyrannas; Konstantinos Tserpes (SECRYPT, 2022)

The future of safe BVLOS drone operations with respect to system and service engineering. - Elena Politi; Iraklis Varlamis; Konstantinos Tserpes; Morten Larsen; George Dimitrakopoulos 001 (SOSE, 2022)

Homomorphic Encryption in Manufacturing Compliance Checks. - Aikaterini Triakosia; Panagiotis Rizomiliotis; Konstantinos Tserpes; Cecilia Tonelli; Valerio Senni; Fabio Federici (TrustBus, 2022)

A Cloud-based Continual Learning System for Road Sign Classification in Autonomous Driving. - Charalampos Davalas; Dimitrios Michail 001; Iraklis Varlamis; Konstantinos Tserpes (CI4PM/PAI@WCCI, 2022)

Measuring Baseline Overheads in Different Orchestration Mechanisms for Large FaaS Workflows. - George Kousiouris; Chris Giannakos; Konstantinos Tserpes; Teta Stamati (ICPE (Companion), 2022)

Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network. - John Violos; Stylianos Tsanakas; Theodoros Theodoropoulos; Aris Leivadeas; Konstantinos Tserpes; Theodora A. Varvarigou (Comput. Networks, 2022)

TraClets: Harnessing the power of computer vision for trajectory classification. - Ioannis Kontopoulos; Antonios Makris; Konstantinos Tserpes; Vania Bogorny (CoRR, 2022)

GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning. - Theodoros Theodoropoulos; Antonios Makris; Evangelos Psomakelis; Emanuele Carlini; Matteo Mordacchini; Patrizio Dazzi; Konstantinos Tserpes (CLOUD, 2023)

Intent-Based Allocation of Cloud Computing Resources Using Q-Learning. - Panagiotis C. Kokkinos; Andreas A. Varvarigos; Dimitrios Konidaris; Konstantinos Tserpes (ALGOCLOUD, 2023)

A Brief Review of Population-based Methods for Task Offloading in Cloud-to-Edge Continuum. - Athanasios Chourlias; Theodoros Theodoropoulos; John Violos; Aris Leivadeas; Konstantinos Tserpes; Christos-Kyprianos Zalachoris (CloudNet, 2023)

Intelligent Multi-Domain Edge Orchestration for Highly Distributed Immersive Services: An Immersive Virtual Touring Use Case. - Tarik Zakaria Benmerar; Theodoros Theodoropoulos; Diogo Fevereiro; Luís Rosa 001; João Rodrigues; Tarik Taleb; Paolo Barone; Konstantinos Tserpes; Luís Cordeiro (EDGE, 2023)

A real-time trajectory classification module. - Ioannis Kontopoulos; Antonios Makris; Konstantinos Tserpes (EMODE@SIGSPATIAL, 2023)

Streamlining XR Application Deployment with a Localized Docker Registry at the Edge. - Antonios Makris; Evangelos Psomakelis; Ioannis Korontanis; Theodoros Theodoropoulos; Antonis Protopsaltis; Maria Pateraki; Zbyszek Ledwon; Christos Diou; Dimosthenis Anagnostopoulos; Konstantinos Tserpes (ESOCC, 2023)

TEACHING: A Computing Toolkit for Building Efficient Autonomous appliCations Leveraging Humanistic INtelliGence. - Davide Bacciu; Konstantinos Tserpes; Massimo Coppola; Georg Macher; Claudio Gallicchio; Omar Veledar; Anna Maria Anaxagorou; Patrizio Dazzi (FRAME@HPDC, 2023)

Innovation Potential of the ACCORDION Platform. - Emanuele Carlini; Patrizio Dazzi; Konstantinos Tserpes; Lorenzo Blasi; Marco Di Girolamo; Dariusz Dober (FRAME@HPDC, 2023)

Real-time Monitoring and Analysis of Edge and Cloud Resources. - Ioannis Korontanis; Antonios Makris; Theodoros Theodoropoulos; Konstantinos Tserpes (FRAME@HPDC, 2023)

Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing. - Theodoros Theodoropoulos; Dimitrios Kafetzis; John Violos; Antonios Makris; Konstantinos Tserpes (FRAME@HPDC, 2023)

AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence. - Vincenzo Lomonaco; Valerio De Caro; Claudio Gallicchio; Antonio Carta; Christos Sardianos; Iraklis Varlamis; Konstantinos Tserpes; Massimo Coppola; Mina Marmpena; Sevasti Politi; Erwin Schoitsch; Davide Bacciu (ICASSP Workshops, 2023)

Multi-Service Demand Forecasting Using Graph Neural Networks. - Theodoros Theodoropoulos; Antonios Makris; Ioannis Kontopoulos; Angelos-Christos Maroudis; Konstantinos Tserpes (SOSE, 2023)

GreenKube: Towards Greener Container Orchestration using Artificial Intelligence. - Theodoros Theodoropoulos; Antonios Makris; Ioannis Korontanis; Konstantinos Tserpes (SOSE, 2023)

Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction. - Theodoros Theodoropoulos; John Violos; Stylianos Tsanakas; Aris Leivadeas; Konstantinos Tserpes; Theodora A. Varvarigou (CoRR, 2023)

An evaluation of time series forecasting models on water consumption data: A case study of Greece. - Ioannis Kontopoulos; Antonios Makris; Konstantinos Tserpes; Theodora A. Varvarigou (CoRR, 2023)

Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study. - Theodoros Theodoropoulos; Antonios Makris; Ioannis Kontopoulos; John Violos; Przemyslaw Tarkowski; Zbyszek Ledwon; Patrizio Dazzi; Konstantinos Tserpes (Int. J. Inf. Manag. Data Insights, 2023)

Toward Supporting XR Services: Architecture and Enablers. - Tarik Taleb; Abderrahmane Boudi; Luís Rosa 001; Luís Cordeiro; Theodoros Theodoropoulos; Konstantinos Tserpes; Patrizio Dazzi; Antonis Protopsaltis; Richard Li 001 (IEEE Internet Things J., 2023)

TraClets: A trajectory representation and classification library. - Ioannis Kontopoulos; Antonios Makris; Konstantinos Tserpes (SoftwareX, 2023)

A lightweight storage framework for edge computing infrastructures/EdgePersist. - Evangelos Psomakelis; Antonios Makris; Konstantinos Tserpes; Maria Pateraki (Softw. Impacts, 2023)

Security in Cloud-Native Services: A Survey. - Theodoros Theodoropoulos; Luís Rosa 001; Chafika Benzaid; Peter Gray; Eduard Marin; Antonios Makris; Luís Cordeiro; Ferran Diego; Pavel Sorokin; Marco Di Girolamo; Paolo Barone; Tarik Taleb; et al. (J. Cybersecur. Priv., 2023)

Efficient Application Image Management in the Compute Continuum: A Vertex Cover Approach Based on the Think-Like-A-Vertex Paradigm. - Emanuele Carlini; Patrizio Dazzi; Antonios Makris; Matteo Mordacchini; Theodoros Theodoropoulos; Konstantinos Tserpes (CLOUD, 2024)

From Perception to Action: Leveraging LLMs and Scene Graphs for Intuitive Robotic Task Execution. - Christos Chronis; Iraklis Varlamis; Dimitrios Michail 001; Konstantinos Tserpes; George Dimitrakopoulos 001 (BigDataService, 2024)

Urgent Edge Computing. - Patrizio Dazzi; Luca Ferrucci; Marco Danelutto; Konstantinos Tserpes; Antonios Makris; Theodoros Theodoropoulos; Jacopo Massa; Emanuele Carlini; Matteo Mordacchini (FRAME@HPDC, 2024)

Energy-Efficient Task Offloading in Edge Computing: A Survey of Deep Reinforcement Learning Approaches. - Eleftheria Papageorgiou; Theodoros Theodoropoulos; Konstantinos Tserpes (GECON, 2024)

A spatio-temporal matrix representation for trajectory classification. - Ioannis Kontopoulos; Iraklis Varlamis; Antonios Makris; Konstantinos Tserpes (SIGSPATIAL/GIS, 2024)

TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview. - Valerio De Caro; Christos Chronis; Massimo Coppola; Vincenzo Lomonaco; Claudio Gallicchio; Konstantinos Tserpes; Davide Bacciu (HPDC, 2024)

A New Approach for Evaluating the Performance of Distributed Latency-Sensitive Services. - Theodoros Theodoropoulos; John Violos; Antonios Makris; Konstantinos Tserpes (ICC Workshops, 2024)

An Efficient Storage Solution for Cloud/Edge Computing Infrastructures : (Invited Paper). - Antonios Makris; Ioannis Korontanis; Evangelos Psomakelis; Konstantinos Tserpes (SOSE, 2024)

WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting. - Theodoros Theodoropoulos; Angelos-Christos Maroudis; Antonios Makris; Konstantinos Tserpes (CoRR, 2024)

Graph Neural Networks and Reinforcement Learning for Proactive Application Image Placement. - Antonios Makris; Theodoros Theodoropoulos; Evangelos Psomakelis; Emanuele Carlini; Matteo Mordacchini; Patrizio Dazzi; Konstantinos Tserpes (CoRR, 2024)

Converter: A CEAML Reasoner Python package to Streamline Orchestration Across Cloud and Edge Continuum. - Ioannis Korontanis; Antonios Makris; Konstantinos Tserpes (CoRR, 2024)

A Robust Sustainability Assessment Methodology for Aircraft Parts: Application to a Fuselage Panel. - Aikaterini A. Anagnostopoulou; Dimitris G. Sotiropoulos; Konstantinos Tserpes (CoRR, 2024)

Pro-active component image placement in Edge computing environments. - Antonios Makris; Evangelos Psomakelis; Emanuele Carlini; Matteo Mordacchini; Theodoros Theodoropoulos; Patrizio Dazzi; Konstantinos Tserpes (Future Gener. Comput. Syst., 2024)

The computing continuum: From IoT to the cloud. - Auday Al-Dulaimy; Matthijs Jansen; Bjarne Johansson; Animesh Trivedi; Alexandru Iosup; Mohammad Ashjaei; Antonino Galletta; Dragi Kimovski; Radu Prodan; Konstantinos Tserpes; George Kousiouris; Chris Giannakos; et al. (Internet Things, 2024)

StreamK3s: A K3s-Based Data Stream Processing Platform for Simplifying Pipeline Creation, Deployment, and Scaling. - Ioannis Korontanis; Antonios Makris; Alexandros Kontogiannis; Iraklis Varlamis; Konstantinos Tserpes (SoftwareX, 2024)

EdgeCloud Mon: A lightweight monitoring stack for K3s clusters. - Ioannis Korontanis; Antonios Makris; Konstantinos Tserpes (SoftwareX, 2024)

Leveraging Graph Neural Networks for SLA Violation Prediction in Cloud Computing. - Angelos-Christos Maroudis; Theodoros Theodoropoulos; John Violos; Aris Leivadeas; Konstantinos Tserpes (IEEE Trans. Netw. Serv. Manag., 2024)

A rehearsal framework for computational efficiency in online continual learning. - Charalampos Davalas; Dimitrios Michail 001; Christos Diou; Iraklis Varlamis; Konstantinos Tserpes (Appl. Intell., 2024)

Towards establishing intelligent multi-domain edge orchestration for highly distributed immersive services: a virtual touring use case. - Tarik Zakaria Benmerar; Theodoros Theodoropoulos; Diogo Fevereiro; Luís Rosa 001; João Rodrigues; Tarik Taleb; Paolo Barone; Giovanni Giuliani; Konstantinos Tserpes; Luís Cordeiro (Clust. Comput., 2024)

Edge-driven Docker registry: facilitating XR application deployment. - Antonios Makris; Evangelos Psomakelis; Ioannis Korontanis; Theodoros Theodoropoulos; Ioannis Kontopoulos; Maria Pateraki; Christos Diou; Konstantinos Tserpes (Computing, 2024)

CoEvolution: A Comprehensive Trustworthy Framework For Connected Machine Learning And Secure Interconnected AI Solutions. - Antonios Makris; Apostolos P. Fournaris; Anita Aghaie; Ioannis Arakas; Anna Maria Anaxagorou; Ioannis Arapakis; Davide Bacciu; Battista Biggio; Georgios Bouloukakis; Stavros Bouras; Arne Bröring; Antonio Carta; et al. (CSR, 2025)

WEST GCN-LSTM: Weighted stacked spatio-temporal graph neural networks for regional traffic forecasting. - Theodoros Theodoropoulos; Angelos-Christos Maroudis; Uwe Zdun; Antonios Makris; Konstantinos Tserpes (Int. J. Inf. Manag. Data Insights, 2025)

Cross-Cluster Networking to Support Extended Reality Services. - Theodoros Theodoropoulos; Luís Rosa 001; Abderrahmane Boudi; Tarik Zakaria Benmerar; Antonios Makris; Tarik Taleb; Luís Cordeiro; Konstantinos Tserpes; JaeSeung Song (IEEE Netw., 2025)

Ceaml: A novel modeling language for enabling cloud and edge continuum orchestration. - Ioannis Korontanis; Antonios Makris; Konstantinos Tserpes (Softw. Syst. Model., 2025)

Usability and acceptance of a digital screening tool for diabetes in four European countries: the DigiCare4You study. - Andreas Triantafyllidis; Sofia Segkouli; Katerina Skoumpourdi; Christina Mavrogianni; Ditila Doracaj; Florian Toti; Natalya Usheva; Martin Mirchev; Natalia Legarre; Ivie Maneschy; Yannis Manios; Konstantinos Votis; et al. (Univers. Access Inf. Soc., 2025)

Robust Federated Learning under Adversarial Attacks via Loss-Based Client Clustering. - Emmanouil Kritharakis; Dusan Jakovetic; Antonios Makris; Konstantinos Tserpes (CoRR, 2025)

GraphOpticon: A Global proactive horizontal autoscaler for improved service performance & resource consumption. - Theodoros Theodoropoulos; Yashwant Singh Patel; Uwe Zdun; Paul Townend; Ioannis Korontanis; Antonios Makris; Konstantinos Tserpes (Future Gener. Comput. Syst., 2026)