John Violos

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 46

Top Topics

Cloud Computing

Top Venues

Comput. Networks

Publications

John Violos, Symeon Papadopoulos, Ioannis Kompatsiaris
Towards Optimal Trade-offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge. CoRR (2024)
Theodoros Theodoropoulos, John Violos, Antonios Makris, Konstantinos Tserpes
A New Approach for Evaluating the Performance of Distributed Latency-Sensitive Services. CoRR (2024)
Angelos-Christos Maroudis, Theodoros Theodoropoulos, John Violos, Aris Leivadeas, Konstantinos Tserpes
Leveraging Graph Neural Networks for SLA Violation Prediction in Cloud Computing. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Theodoros Theodoropoulos, John Violos, Antonios Makris, Konstantinos Tserpes
A New Approach for Evaluating the Performance of Distributed Latency-Sensitive Services. ICC Workshops (2024)
Fotios Voutsas, John Violos, Aris Leivadeas
Mitigating Alert Fatigue in Cloud Monitoring Systems: A Machine Learning Perspective. Comput. Networks 250 (2024)
Athanasios Bimpas, John Violos, Aris Leivadeas, Iraklis Varlamis
Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges. Comput. Networks 239 (2024)
Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas
A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means. Future Gener. Comput. Syst. 154 (2024)
Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis
Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques. CoRR (2023)
Theodoros Theodoropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction. CoRR (2023)
Theodoros Theodoropoulos, Antonios Makris, Ioannis Kontopoulos, John Violos, Przemyslaw Tarkowski, Zbyszek Ledwon, Patrizio Dazzi, Konstantinos Tserpes
Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study. Int. J. Inf. Manag. Data Insights 3 (1) (2023)
Athanasios Chourlias, Theodoros Theodoropoulos, John Violos, Aris Leivadeas, Konstantinos Tserpes, Christos-Kyprianos Zalachoris
A Brief Review of Population-based Methods for Task Offloading in Cloud-to-Edge Continuum. CloudNet (2023)
Georgios Stavropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas
Enabling Artificial Intelligent Virtual Sensors in an IoT Environment. Sensors 23 (3) (2023)
Georgios Anagnostopoulos, Georgios Stavropoulos, John Violos, Aris Leivadeas, Iraklis Varlamis
Enhancing Virtual Sensors to deal with Missing Values and Low Sampling Rates. MobileCloud (2023)
Fotios Voutsas, John Violos, Aris Leivadeas
A Fault Detection Mechanism for Database Management Systems on Mobile Edge Computing. MobileCloud (2023)
Theodoros Theodoropoulos, Dimitrios Kafetzis, John Violos, Antonios Makris, Konstantinos Tserpes
Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing. FRAME@HPDC (2023)
Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis
Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques. BigDataService (2023)
Yosra Njah, Aris Leivadeas, John Violos, Matthias Falkner
Toward Intent-Based Network Automation for Smart Environments: A Healthcare 4.0 Use Case. IEEE Access 11 (2023)
Theodoros Theodoropoulos, Antonios Makris, John Violos, Konstantinos Tserpes
An Automated Pipeline for Advanced Fault Tolerance in Edge Computing Infrastructures. FRAME@HPDC (2022)
Faïçal Sawadogo, John Violos, Aroosa Hameed, Aris Leivadeas
An Unsupervised Machine Learning Approach for IoT Device Categorization. MeditCom (2022)
John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network. Comput. Networks 217 (2022)
Konstantina Karathanasopoulou, Angelos-Christos Maroudis, George Dimitrakopoulos, Elias Panagiotopoulos, John Violos
Multi-Level Cognitive, Risk-Aware Reconfiguration of the Level of Autonomy in Highly Automated Vehicles. IECON (2022)
Aroosa Hameed, John Violos, Aris Leivadeas, Nina Santi, Rémy Grünblatt, Nathalie Mitton
Toward QoS Prediction Based on Temporal Transformers for IoT Applications. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Aroosa Hameed, John Violos, Aris Leivadeas
A Deep Learning Approach for IoT Traffic Multi-Classification in a Smart-City Scenario. IEEE Access 10 (2022)
Nina Santi, Rémy Grünblatt, Brandon Foubert, Aroosa Hameed, John Violos, Aris Leivadeas, Nathalie Mitton
Automated and Reproducible Application Traces Generation for IoT Applications. Q2SWinet (2021)
John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora A. Varvarigou
Hypertuming GRU Neural Networks for Edge Resource Usage Prediction. ISCC (2021)
Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas
An Innovative Neuro-Genetic Algorithm and Geometric Loss Function for Mobility Prediction. MobiWac (2021)
Firdose Saeik, John Violos, Aris Leivadeas, Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis
User Association and Behavioral Characterization during Task Offloading at the Edge. MeditCom (2021)
Firdose Saeik, Marios Avgeris, Dimitrios Spatharakis, Nina Santi, Dimitrios Dechouniotis, John Violos, Aris Leivadeas, Nikolaos Athanasopoulos, Nathalie Mitton, Symeon Papavassiliou
Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions. Comput. Networks 195 (2021)
Aroosa Hameed, John Violos, Nina Santi, Aris Leivadeas, Nathalie Mitton
A Machine Learning Regression Approach for Throughput Estimation in an IoT Environment. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2021)
Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos
A novel similarity measure for multiple aspect trajectory clustering. SAC (2021)
Theodoros Theodoropoulos, Angelos-Christos Maroudis, John Violos, Konstantinos Tserpes
An Encoder-Decoder Deep Learning Approach for Multistep Service Traffic Prediction. BigDataService (2021)
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
Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources: The ACCORDION Vision. FRAME@HPDC (2021)
John Violos, Tita Pagoulatou, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou
Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization Model. SAI (2) (2021)
Alexandros Psychas, John Violos, Fotis Aisopos, Athanasia Evangelinou, George Kousiouris, Ioannis Bouras, Theodora A. Varvarigou, G. Xidas, Dimitrios Charilas, Yiannis Stavroulas
Cloud toolkit for Provider assessment, optimized Application Cloudification and deployment on IaaS. Future Gener. Comput. Syst. 109 (2020)
John Violos, Evangelos Psomakelis, Dimitrios Danopoulos, Stylianos Tsanakas, Theodora A. Varvarigou
Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge. GECON (2020)
John Violos, Stylianos Tsanakas, Maro Androutsopoulou, Georgios Palaiokrassas, Theodora A. Varvarigou
Next Position Prediction using LSTM Neural Networks. SETN (2020)
Ioannis Bouras, Fotis Aisopos, John Violos, George Kousiouris, Alexandros Psychas, Theodora A. Varvarigou, Gerasimos Xydas, Dimitrios Charilas, Yiannis Stavroulas
Mapping of Quality of Service Requirements to Resource Demands for IaaS. CLOSER (2019)
John Violos, Sotiris Pelekis, Anastasis Berdelis, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou
Predicting Visitor Distribution for Large Events in Smart Cities. BigComp (2019)
John Violos, Evangelos Psomakelis, Konstantinos Tserpes, Fotis Aisopos, Theodora A. Varvarigou
Leveraging User Mobility and Mobile App Services Behavior for Optimal Edge Resource Utilization. COINS (2019)
John Violos, Konstantinos Tserpes, Iraklis Varlamis, Theodora A. Varvarigou
Text Classification Using the N-Gram Graph Representation Model Over High Frequency Data Streams. Frontiers Appl. Math. Stat. 4 (2018)
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
BASMATI: An Architecture for Managing Cloud and Edge Resources for Mobile Users. GECON (2017)
Emanuele Carlini, Massimo Coppola, Patrizio Dazzi, Konstantinos Tserpes, John Violos, Young-Woo Jung, Ganis Zulfa Santoso, Jörn Altmann, Jamie Marshall, Enric Pages, Myoungjin Kim
BASMATI: Cloud Brokerage Across Borders for Mobile Users and Applications. ESOCC Workshops (2017)
Ganis Zulfa Santoso, Young-Woo Jung, Seong-Woo Seok, Emanuele Carlini, Patrizio Dazzi, Jörn Altmann, John Violos, Jamie Marshall
Dynamic Resource Selection in Cloud Service Broker. HPCS (2017)
John Violos, Vinicius Monteiro de Lira, Patrizio Dazzi, Jörn Altmann, Baseem Al-athwari, Antonia Schwichtenberg, Young-Woo Jung, Theodora A. Varvarigou, Konstantinos Tserpes
User Behavior and Application Modeling in Decentralized Edge Cloud Infrastructures. GECON (2017)
John Violos, Konstantinos Tserpes, Evangelos Psomakelis, Konstantinos Psychas, Theodora A. Varvarigou
Sentiment Analysis using Word-Graphs. WIMS (2016)
Fotis Aisopos, Dimitrios Tzannetos, John Violos, Theodora A. Varvarigou
Using N-Gram Graphs for Sentiment Analysis: An Extended Study on Twitter. BigDataService (2016)
John Violos, Konstantinos Tserpes, Athanasios Papaoikonomou, Magdalini Kardara, Theodora A. Varvarigou
Clustering Documents using the 3-Gram Graph Representation Model. Panhellenic Conference on Informatics (2014)