John Violos - RankMe

66 papers B 2C 3Misc 1Journal 28Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Detecting application transitions and identifying application types for intent-based network assurance: A machine learning perspective. Comput. Networks John Violos, Fotios Voutsas, Christos Diou, Aris Leivadeas
2026	J	`jnl`	Intent-Driven Smart Manufacturing Integrating Knowledge Graphs and Large Language Models. CoRR Takoua Jradi, John Violos, Dimitrios Spatharakis, Lydia Mavraidi, Ioannis Dimolitsas, Aris Leivadeas, Symeon Papavassiliou
2025	J	`jnl`	A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection. CoRR Andreas Karathanasis, John Violos, Ioannis Kompatsiaris, Symeon Papadopoulos
2025	—	`conf`	A Brief Review for Compression and Transfer Learning Techniques in Deepfake Detection. DSP Andreas Karathanasis, John Violos, Ioannis Kompatsiaris, Symeon Papadopoulos
2025	B	`conf`	Compressing Data and Deep Learning Models for Green Edge Computing. GLOBECOM John Violos, Ioannis Fovakis, Aris Leivadeas
2025	J	`jnl`	Enabling semi-supervised learning in intrusion detection systems. J. Parallel Distributed Comput. Panagis Sarantos, John Violos, Aris Leivadeas
2025	J	`jnl`	FeD-TST: Federated Temporal Sparse Transformers for QoS Prediction in Dynamic IoT Networks. IEEE Trans. Netw. Serv. Manag. Aroosa Hameed, John Violos, Nina Santi, Aris Leivadeas, Nathalie Mitton
2025	J	`jnl`	Feature Bagging with Nested Rotations (FBNR) for anomaly detection in multivariate time series. Future Gener. Comput. Syst. Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis
2025	J	`jnl`	Frugal Machine Learning for Energy-efficient, and Resource-aware Artificial Intelligence. CoRR John Violos, Konstantina-Christina Diamanti, Ioannis Kompatsiaris, Symeon Papadopoulos
2025	—	`conf`	Intent-Driven Smart Manufacturing Integrating Knowledge Graphs and Large Language Models. ICKG Takoua Jradi, John Violos, Dimitrios Spatharakis, Lydia Mavraidi, Ioannis Dimolitsas, Aris Leivadeas, Symeon Papavassiliou
2025	—	`conf`	Network Assurance in Intent Based Data Center Networking: A Domain Shift Approach. NoF Steve Lévesque, Xiaoang Zheng, John Violos, Aris Leivadeas
2025	B	`conf`	OLIDA-IDS: Online Learning with Integrated Domain Adaptation for Intrusion Detection Systems. GLOBECOM John Violos, Christos Krikas, Panagis Sarantos, Aris Leivadeas
2025	J	`jnl`	Reducing inference energy consumption using dual complementary CNNs. Future Gener. Comput. Syst. Michail Kinnas, John Violos, Ioannis Kompatsiaris, Symeon Papadopoulos
2025	J	`jnl`	Selecting Images With Entropy for Frugal Knowledge Distillation. IEEE Access Michail Kinnas, John Violos, Nikolaos Ioannis Karapiperis, Ioannis Kompatsiaris
2025	J	`jnl`	Virtual sensors for smart farming: An IoT- and AI-enabled approach. Internet Things Athanasios Chourlias, John Violos, Aris Leivadeas
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	J	`jnl`	A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means. Future Gener. Comput. Syst. Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas
2024	—	`conf`	An Incremental Learning Assurance Approach for Intent Based Networking Enabled Data Centers. IISA Steve Lévesque, Xiaoang Zheng, John Violos, Aris Leivadeas, Matthias Falkner
2024	J	`jnl`	Leveraging Graph Neural Networks for SLA Violation Prediction in Cloud Computing. IEEE Trans. Netw. Serv. Manag. Angelos-Christos Maroudis, Theodoros Theodoropoulos, John Violos, Aris Leivadeas, Konstantinos Tserpes
2024	—	`conf`	Leveraging Light Intensity Structural Breaks for IoT Context-Awareness. WF-IoT John Violos, Konstantinos Stavrianos, Fotios Voutsas, Aris Leivadeas
2024	J	`jnl`	Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges. Comput. Networks Athanasios Bimpas, John Violos, Aris Leivadeas, Iraklis Varlamis
2024	J	`jnl`	Mitigating Alert Fatigue in Cloud Monitoring Systems: A Machine Learning Perspective. Comput. Networks Fotios Voutsas, John Violos, Aris Leivadeas
2024	J	`jnl`	Reducing Inference Energy Consumption Using Dual Complementary CNNs. CoRR Michail Kinnas, John Violos, Ioannis Kompatsiaris, Symeon Papadopoulos
2024	—	`conf`	Towards Optimal Trade-Offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge. EUSIPCO John Violos, Symeon Papadopoulos, Ioannis Kompatsiaris
2024	J	`jnl`	Towards Optimal Trade-offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge. CoRR John Violos, Symeon Papadopoulos, Ioannis Kompatsiaris
2023	—	`conf`	A Brief Review of Population-based Methods for Task Offloading in Cloud-to-Edge Continuum. CloudNet Athanasios Chourlias, Theodoros Theodoropoulos, John Violos, Aris Leivadeas, Konstantinos Tserpes, Christos-Kyprianos Zalachoris
2023	—	`conf`	A Fault Detection Mechanism for Database Management Systems on Mobile Edge Computing. MobileCloud Fotios Voutsas, John Violos, Aris Leivadeas
2023	—	`conf`	Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques. BigDataService Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis
2023	J	`jnl`	Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques. CoRR Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis
2023	J	`jnl`	Enabling Artificial Intelligent Virtual Sensors in an IoT Environment. Sensors Georgios Stavropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas
2023	—	`conf`	Enhancing Virtual Sensors to deal with Missing Values and Low Sampling Rates. MobileCloud Georgios Anagnostopoulos, Georgios Stavropoulos, John Violos, Aris Leivadeas, Iraklis Varlamis
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	J	`jnl`	Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction. CoRR Theodoros Theodoropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
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	J	`jnl`	Toward Intent-Based Network Automation for Smart Environments: A Healthcare 4.0 Use Case. IEEE Access Yosra Njah, Aris Leivadeas, John Violos, Matthias Falkner
2022	J	`jnl`	A Deep Learning Approach for IoT Traffic Multi-Classification in a Smart-City Scenario. IEEE Access Aroosa Hameed, John Violos, Aris Leivadeas
2022	—	`conf`	An Automated Pipeline for Advanced Fault Tolerance in Edge Computing Infrastructures. FRAME@HPDC Theodoros Theodoropoulos, Antonios Makris, John Violos, Konstantinos Tserpes
2022	—	`conf`	An Unsupervised Machine Learning Approach for IoT Device Categorization. MeditCom Faïçal Sawadogo, John Violos, Aroosa Hameed, Aris Leivadeas
2022	J	`jnl`	Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network. Comput. Networks John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
2022	C	`conf`	Multi-Level Cognitive, Risk-Aware Reconfiguration of the Level of Autonomy in Highly Automated Vehicles. IECON Konstantina Karathanasopoulou, Angelos-Christos Maroudis, George Dimitrakopoulos, Elias Panagiotopoulos, John Violos
2022	J	`jnl`	Toward QoS Prediction Based on Temporal Transformers for IoT Applications. IEEE Trans. Netw. Serv. Manag. Aroosa Hameed, John Violos, Aris Leivadeas, Nina Santi, Rémy Grünblatt, Nathalie Mitton
2021	—	`conf`	A Machine Learning Regression Approach for Throughput Estimation in an IoT Environment. iThings/GreenCom/CPSCom/SmartData/Cybermatics Aroosa Hameed, John Violos, Nina Santi, Aris Leivadeas, Nathalie Mitton
2021	Misc	`conf`	A novel similarity measure for multiple aspect trajectory clustering. SAC Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos
2021	—	`conf`	An Encoder-Decoder Deep Learning Approach for Multistep Service Traffic Prediction. BigDataService Theodoros Theodoropoulos, Angelos-Christos Maroudis, John Violos, Konstantinos Tserpes
2021	—	`conf`	An Innovative Neuro-Genetic Algorithm and Geometric Loss Function for Mobility Prediction. MobiWac Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas
2021	—	`conf`	Automated and Reproducible Application Traces Generation for IoT Applications. Q2SWinet Nina Santi, Rémy Grünblatt, Brandon Foubert, Aroosa Hameed, John Violos, Aris Leivadeas, Nathalie Mitton
2021	C	`conf`	Hypertuming GRU Neural Networks for Edge Resource Usage Prediction. ISCC John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
2021	—	`conf`	Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources: The ACCORDION Vision. FRAME@HPDC Ioannis Korontanis, Konstantinos Tserpes, Maria Pateraki, Lorenzo Blasi, John Violos, Ferran Diego, Eduard Marin, Nicolas Kourtellis, Massimo Coppola, Emanuele Carlini, Zbyszek Ledwon, Przemyslaw Tarkowski, Thomas Loven, Yago González Rozas, Mike Kentros, Michael Dodis, Patrizio Dazzi
2021	—	`conf`	Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization Model. SAI (2) John Violos, Tita Pagoulatou, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou
2021	J	`jnl`	Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions. Comput. Networks Firdose Saeik, Marios Avgeris, Dimitrios Spatharakis, Nina Santi, Dimitrios Dechouniotis, John Violos, Aris Leivadeas, Nikolaos Athanasopoulos, Nathalie Mitton, Symeon Papavassiliou
2021	—	`conf`	User Association and Behavioral Characterization during Task Offloading at the Edge. MeditCom Firdose Saeik, John Violos, Aris Leivadeas, Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis
2020	J	`jnl`	Cloud toolkit for Provider assessment, optimized Application Cloudification and deployment on IaaS. Future Gener. Comput. Syst. Alexandros Psychas, John Violos, Fotis Aisopos, Athanasia Evangelinou, George Kousiouris, Ioannis Bouras, Theodora A. Varvarigou, G. Xidas, Dimitrios Charilas, Yiannis Stavroulas
2020	—	`conf`	Next Position Prediction using LSTM Neural Networks. SETN John Violos, Stylianos Tsanakas, Maro Androutsopoulou, Georgios Palaiokrassas, Theodora A. Varvarigou
2020	—	`conf`	Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge. GECON John Violos, Evangelos Psomakelis, Dimitrios Danopoulos, Stylianos Tsanakas, Theodora A. Varvarigou
2019	—	`conf`	Leveraging User Mobility and Mobile App Services Behavior for Optimal Edge Resource Utilization. COINS John Violos, Evangelos Psomakelis, Konstantinos Tserpes, Fotis Aisopos, Theodora A. Varvarigou
2019	C	`conf`	Mapping of Quality of Service Requirements to Resource Demands for IaaS. CLOSER Ioannis Bouras, Fotis Aisopos, John Violos, George Kousiouris, Alexandros Psychas, Theodora A. Varvarigou, Gerasimos Xydas, Dimitrios Charilas, Yiannis Stavroulas
2019	—	`conf`	Predicting Visitor Distribution for Large Events in Smart Cities. BigComp John Violos, Sotiris Pelekis, Anastasis Berdelis, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou
2018	J	`jnl`	Text Classification Using the N-Gram Graph Representation Model Over High Frequency Data Streams. Frontiers Appl. Math. Stat. John Violos, Konstantinos Tserpes, Iraklis Varlamis, Theodora A. Varvarigou
2017	—	`conf`	BASMATI: An Architecture for Managing Cloud and Edge Resources for Mobile Users. GECON 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, Konstantinos Tserpes, John Violos
2017	—	`conf`	BASMATI: Cloud Brokerage Across Borders for Mobile Users and Applications. ESOCC Workshops Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Konstantinos Tserpes, John Violos, Young-woo Jung, Ganis Zulfa Santoso, Jörn Altmann, Jamie Marshall, Enric Pages, Myoungjin Kim
2017	—	`conf`	Dynamic Resource Selection in Cloud Service Broker. HPCS Ganis Zulfa Santoso, Young-woo Jung, Seong-Woo Seok, Emanuele Carlini, Patrizio Dazzi, Jörn Altmann, John Violos, Jamie Marshall
2017	—	`conf`	User Behavior and Application Modeling in Decentralized Edge Cloud Infrastructures. GECON John Violos, Vinicius Monteiro de Lira, Patrizio Dazzi, Jörn Altmann, Baseem Al-athwari, Antonia Schwichtenberg, Young-woo Jung, Theodora A. Varvarigou, Konstantinos Tserpes
2016	—	`conf`	Sentiment Analysis using Word-Graphs. WIMS John Violos, Konstantinos Tserpes, Evangelos Psomakelis, Konstantinos Psychas, Theodora A. Varvarigou
2016	—	`conf`	Using N-Gram Graphs for Sentiment Analysis: An Extended Study on Twitter. BigDataService Fotis Aisopos, Dimitrios Tzannetos, John Violos, Theodora A. Varvarigou
2014	—	`conf`	Clustering Documents using the 3-Gram Graph Representation Model. Panhellenic Conference on Informatics John Violos, Konstantinos Tserpes, Athanasios Papaoikonomou, Magdalini Kardara, Theodora A. Varvarigou