Antonios Makris

61 papers B 5C 1Misc 1Journal 29Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GraphOpticon: A Global proactive horizontal autoscaler for improved service performance & resource consumption. Future Gener. Comput. Syst. Theodoros Theodoropoulos, Yashwant Singh Patel, Uwe Zdun, Paul Townend, Ioannis Korontanis, Antonios Makris, Konstantinos Tserpes
2025	J	`jnl`	Ceaml: A novel modeling language for enabling cloud and edge continuum orchestration. Softw. Syst. Model. Ioannis Korontanis, Antonios Makris, Konstantinos Tserpes
2025	Misc	`conf`	CoEvolution: A Comprehensive Trustworthy Framework For Connected Machine Learning And Secure Interconnected AI Solutions. CSR 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, Marco Caselli, Olympia Giannakopoulou, Nikolaos Gkatzios, Alexandros Gkillas, Evangelos Haleplidis, Sotiris Ioannidis, Eleni-Maria Kalogeraki, Panagiotis Karantzias, Emmanouil Kritharakis, Aris S. Lalos, David Lenk, Stella Markopoulou, Entrit Metai, Andreas Miaoudakis, Haralambos Mouratidis, Jihane Najar, Theodor Panagiotakopoulos, Bernhard Peischl, Maura Pintor, Nikos Piperigkos, Vassilis Prevelakis, Carlos Segura, Georgios Spanoudakis, Orestis Tsirakis, Omar Veledar, Konstantinos Tserpes
2025	J	`jnl`	Cross-Cluster Networking to Support Extended Reality Services. IEEE Netw. Theodoros Theodoropoulos, Luís Rosa, Abderrahmane Boudi, Tarik Zakaria Benmerar, Antonios Makris, Tarik Taleb, Luís Cordeiro, Konstantinos Tserpes, JaeSeung Song
2025	J	`jnl`	FedGreed: A Byzantine-Robust Loss-Based Aggregation Method for Federated Learning. CoRR Emmanouil Kritharakis, Antonios Makris, Dusan Jakovetic, Konstantinos Tserpes
2025	—	`conf`	PEPPER: Profiling-based Edge Placement and Partitioning for Deep Learning Execution. IOT Ioannis Korontanis, Ioannis Kontopoulos, Athena Zacharia, Antonios Makris, Christos Chronis, Maria Pateraki, Konstantinos Tserpes, Iraklis Varlamis
2025	J	`jnl`	Robust Federated Learning under Adversarial Attacks via Loss-Based Client Clustering. CoRR Emmanouil Kritharakis, Dusan Jakovetic, Antonios Makris, Konstantinos Tserpes
2025	—	`conf`	Streamlining ML Training in Kubernetes: An MLOps Architecture with Kubeflow. IOT Ioannis Korontanis, Athena Zacharia, Antonios Makris, Maria Pateraki, Konstantinos Tserpes
2025	J	`jnl`	WEST GCN-LSTM: Weighted stacked spatio-temporal graph neural networks for regional traffic forecasting. Int. J. Inf. Manag. Data Insights Theodoros Theodoropoulos, Angelos-Christos Maroudis, Uwe Zdun, Antonios Makris, Konstantinos Tserpes
2024	—	`conf`	A New Approach for Evaluating the Performance of Distributed Latency-Sensitive Services. ICC Workshops Theodoros Theodoropoulos, John Violos, Antonios Makris, Konstantinos Tserpes
2024	J	`jnl`	A New Approach for Evaluating the Performance of Distributed Latency-Sensitive Services. CoRR Theodoros Theodoropoulos, John Violos, Antonios Makris, Konstantinos Tserpes
2024	—	`conf`	A spatio-temporal matrix representation for trajectory classification. SIGSPATIAL/GIS Ioannis Kontopoulos, Iraklis Varlamis, Antonios Makris, Konstantinos Tserpes
2024	—	`conf`	An Efficient Storage Solution for Cloud/Edge Computing Infrastructures : (Invited Paper). SOSE Antonios Makris, Ioannis Korontanis, Evangelos Psomakelis, Konstantinos Tserpes
2024	J	`jnl`	Converter: A CEAML Reasoner Python package to Streamline Orchestration Across Cloud and Edge Continuum. CoRR Ioannis Korontanis, Antonios Makris, Konstantinos Tserpes
2024	J	`jnl`	Cross-Cluster Networking to Support Extended Reality Services. CoRR Theodoros Theodoropoulos, Luís Rosa, Abderrahmane Boudi, Tarik Zakaria Benmerar, Antonios Makris, Tarik Taleb, Luís Cordeiro, Konstantinos Tserpes, JaeSeung Song
2024	J	`jnl`	Edge-driven Docker registry: facilitating XR application deployment. Computing Antonios Makris, Evangelos Psomakelis, Ioannis Korontanis, Theodoros Theodoropoulos, Ioannis Kontopoulos, Maria Pateraki, Christos Diou, Konstantinos Tserpes
2024	J	`jnl`	EdgeCloud Mon: A lightweight monitoring stack for K3s clusters. SoftwareX Ioannis Korontanis, Antonios Makris, Konstantinos Tserpes
2024	B	`conf`	Efficient Application Image Management in the Compute Continuum: A Vertex Cover Approach Based on the Think-Like-A-Vertex Paradigm. CLOUD Emanuele Carlini, Patrizio Dazzi, Antonios Makris, Matteo Mordacchini, Theodoros Theodoropoulos, Konstantinos Tserpes
2024	J	`jnl`	Graph Neural Networks and Reinforcement Learning for Proactive Application Image Placement. CoRR Antonios Makris, Theodoros Theodoropoulos, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Konstantinos Tserpes
2024	—	`conf`	Optimizing Resource Allocation in the Edge: A Minimum Weighted Vertex Cover Approach. FRAME@HPDC Antonios Makris, Emmanouil Maragkoudakis, Ioannis Kontopoulos, Theodoros Theodoropoulos, Ioannis Korontanis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Theodora A. Varvarigou
2024	J	`jnl`	Pro-active component image placement in Edge computing environments. Future Gener. Comput. Syst. Antonios Makris, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Theodoros Theodoropoulos, Patrizio Dazzi, Konstantinos Tserpes
2024	J	`jnl`	StreamK3s: A K3s-Based Data Stream Processing Platform for Simplifying Pipeline Creation, Deployment, and Scaling. SoftwareX Ioannis Korontanis, Antonios Makris, Alexandros Kontogiannis, Iraklis Varlamis, Konstantinos Tserpes
2024	—	`conf`	Urgent Edge Computing. FRAME@HPDC Patrizio Dazzi, Luca Ferrucci, Marco Danelutto, Konstantinos Tserpes, Antonios Makris, Theodoros Theodoropoulos, Jacopo Massa, Emanuele Carlini, Matteo Mordacchini
2024	J	`jnl`	Urgent Edge Computing. CoRR Patrizio Dazzi, Luca Ferrucci, Marco Danelutto, Konstantinos Tserpes, Antonios Makris, Theodoros Theodoropoulos, Jacopo Massa, Emanuele Carlini, Matteo Mordacchini
2024	J	`jnl`	WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting. CoRR Theodoros Theodoropoulos, Angelos-Christos Maroudis, Antonios Makris, Konstantinos Tserpes
2023	J	`jnl`	A lightweight storage framework for edge computing infrastructures/EdgePersist. Softw. Impacts Evangelos Psomakelis, Antonios Makris, Konstantinos Tserpes, Maria Pateraki
2023	—	`conf`	A real-time trajectory classification module. EMODE@SIGSPATIAL Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes
2023	J	`jnl`	An evaluation of time series forecasting models on water consumption data: A case study of Greece. CoRR Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Theodora A. Varvarigou
2023	B	`conf`	GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning. CLOUD Theodoros Theodoropoulos, Antonios Makris, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Konstantinos Tserpes
2023	J	`jnl`	Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study. Int. J. Inf. Manag. Data Insights Theodoros Theodoropoulos, Antonios Makris, Ioannis Kontopoulos, John Violos, Przemyslaw Tarkowski, Zbyszek Ledwon, Patrizio Dazzi, Konstantinos Tserpes
2023	—	`conf`	GreenKube: Towards Greener Container Orchestration using Artificial Intelligence. SOSE Theodoros Theodoropoulos, Antonios Makris, Ioannis Korontanis, Konstantinos Tserpes
2023	—	`conf`	Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing. FRAME@HPDC Theodoros Theodoropoulos, Dimitrios Kafetzis, John Violos, Antonios Makris, Konstantinos Tserpes
2023	—	`conf`	Multi-Service Demand Forecasting Using Graph Neural Networks. SOSE Theodoros Theodoropoulos, Antonios Makris, Ioannis Kontopoulos, Angelos-Christos Maroudis, Konstantinos Tserpes
2023	—	`conf`	Real-time Monitoring and Analysis of Edge and Cloud Resources. FRAME@HPDC Ioannis Korontanis, Antonios Makris, Theodoros Theodoropoulos, Konstantinos Tserpes
2023	J	`jnl`	Security in Cloud-Native Services: A Survey. J. Cybersecur. Priv. Theodoros Theodoropoulos, Luís Rosa, Chafika Benzaid, Peter Gray, Eduard Marin, Antonios Makris, Luís Cordeiro, Ferran Diego, Pavel Sorokin, Marco Di Girolamo, Paolo Barone, Tarik Taleb, Konstantinos Tserpes
2023	—	`conf`	Streamlining XR Application Deployment with a Localized Docker Registry at the Edge. ESOCC Antonios Makris, Evangelos Psomakelis, Ioannis Korontanis, Theodoros Theodoropoulos, Antonis Protopsaltis, Maria Pateraki, Zbyszek Ledwon, Christos Diou, Dimosthenis Anagnostopoulos, Konstantinos Tserpes
2023	J	`jnl`	TraClets: A trajectory representation and classification library. SoftwareX Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes
2022	—	`conf`	An Automated Pipeline for Advanced Fault Tolerance in Edge Computing Infrastructures. FRAME@HPDC Theodoros Theodoropoulos, Antonios Makris, John Violos, Konstantinos Tserpes
2022	B	`conf`	Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workload. MDM Ioannis Kontopoulos, Antonios Makris, Stylianos Nektarios Xyalis, Konstantinos Tserpes
2022	—	`conf`	Towards a Distributed Storage Framework for Edge Computing Infrastructures. FRAME@HPDC Antonios Makris, Evangelos Psomakelis, Theodoros Theodoropoulos, Konstantinos Tserpes
2022	J	`jnl`	TraClets: Harnessing the power of computer vision for trajectory classification. CoRR Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny
2021	J	`jnl`	A Comparison of Trajectory Compression Algorithms Over AIS Data. IEEE Access Antonios Makris, Ioannis Kontopoulos, Panagiotis Alimisis, Konstantinos Tserpes
2021	J	`jnl`	A Deep Learning Streaming Methodology for Trajectory Classification. ISPRS Int. J. Geo Inf. Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes
2021	B	`conf`	A computer vision approach for trajectory classification. MDM Ioannis Kontopoulos, Antonios Makris, Dimitris Zissis, Konstantinos Tserpes
2021	—	`conf`	Cloud for Holography and Augmented Reality. CloudNet 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, Aravindh Raman, Alessandro Romussi, Luís Rosa, Elena Spatafora, Tarik Taleb, Theodoros Theodoropoulos, Konstantinos Tserpes, Enrico Zschau, Uwe Herzog
2021	J	`jnl`	Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects. GeoInformatica Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimitrios Zissis, Dimosthenis Anagnostopoulos
2021	B	`conf`	Data Driven Fleet Monitoring and Circular Economy. DCOSS Fotis Oikonomou, Alzahraa Alhaddad, Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Panagiota Arampatzi, Marc Bonazountas, Hernan Ruiz-Ocampo, Giorgos Demetriou, Vlatka Katusic, Dariusz Dober
2021	J	`jnl`	Evaluating the effect of compressing algorithms for trajectory similarity and classification problems. GeoInformatica Antonios Makris, Camila Leite da Silva, Vania Bogorny, Luis Otávio Alvares, José Antônio Fernandes de Macêdo, Konstantinos Tserpes
2021	—	`ed.`	FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, Virtual Event, Sweden, 25 June, 2021. FRAME@HPDC Massimo Cafaro, Luca Ferrucci, Hanna Kavalionak, Antonios Makris
2021	J	`jnl`	MongoDB Vs PostgreSQL: A comparative study on performance aspects. GeoInformatica Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimitrios Zissis, Dimosthenis Anagnostopoulos
2021	—	`conf`	Semi-supervised trajectory classification using convolutional auto-encoders. HANIMOB@SIGSPATIAL Antonios Makris, Ioannis Kontopoulos, Evangelos Psomakelis, Konstantinos Tserpes
2020	—	`conf`	COVID-19 detection from chest X-Ray images using Deep Learning and Convolutional Neural Networks. SETN Antonios Makris, Ioannis Kontopoulos, Konstantinos Tserpes
2019	C	`conf`	Database system comparison based on spatiotemporal functionality. IDEAS Antonios Makris, Konstantinos Tserpes, Dimosthenis Anagnostopoulos, Mara Nikolaidou, José Antônio Fernandes de Macêdo
2019	J	`jnl`	Implementation of functions in R tool in parallel environment. CoRR Antonios Makris
2019	J	`jnl`	Parallelization of large-scale drug-protein binding experiments. Future Gener. Comput. Syst. Dimitrios Michail, Antonios Makris, Iraklis Varlamis, Mark Sawyer
2019	—	`conf`	Performance Evaluation of MongoDB and PostgreSQL for Spatio-temporal Data. EDBT/ICDT Workshops Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimosthenis Anagnostopoulos
2017	—	`conf`	A novel object placement protocol for minimizing the average response time of get operations in distributed key-value stores. IEEE BigData Antonios Makris, Konstantinos Tserpes, Dimosthenis Anagnostopoulos
2017	—	`conf`	Load balancing for minimizing the average response time of get operations in distributed key-value stores. ICNSC Antonios Makris, Konstantinos Tserpes, Dimosthenis Anagnostopoulos, Jörn Altmann
2017	—	`conf`	Parallelization of Large-Scale Drug-Protein Binding Experiments. HPCS Antonios Makris, Dimitrios Michail, Iraklis Varlamis, Chronis Dimitropoulos, Konstantinos Tserpes, George Tsatsaronis, Joachim Haupt, Mark Sawyer
2016	—	`conf`	A Classification of NoSQL Data Stores Based on Key Design Characteristics. Cloud Forward Antonios Makris, Konstantinos Tserpes, Vassiliki Andronikou, Dimosthenis Anagnostopoulos
2016	—	`conf`	Load Balancing in In-Memory Key-Value Stores for Response Time Minimization. GECON Antonios Makris, Konstantinos Tserpes, Dimosthenis Anagnostopoulos