Aris Leivadeas

• Co-directed by: Falkner, Matthias
  Aspects de sécurité dans le réseau basé sur l'intention, by Ouali,Zakaria Mohamed.
  Winter 2021
  
• Analyse de performance des fonctions de réseau virtuel, by Ben Hamed,Asma.
  Summer 2020
  
• Placement multilocataire de fonctions virtualisées de sécurité exprimées par l'intention, by Landeau,Gabriel.
  Winter 2023
  
• Co-directed by: Leivadeas, Aris
  Développement d'une approche d'orchestration des chaines de services SFC à travers une infrastructure EDGE/CLOUD, by Youcef Essaidi,Nabil.
  Winter 2021
  
• Ingénierie du trafic dans les réseaux de centres de données basée sur SDN, by Khechab,Seifeddine.
  Fall 2023
  
• Analyse de la performance lors d'une migration de Pod avec Kubernetes, by Boubacar Balla,Moussa.
  Fall 2021
  
• Classification d'appareils IOT en utilisant des approches d'apprentissage non supervisé, by Sawadogo,Abdoul Faiçal.
  Summer 2022
  
• Network Assurance in Intent-Based Networking, by Zheng,Xiaoang.
  Fall 2021
  
• Étude comparative des services IoT entre les trois fournisseurs principaux, Amazone (AWS IoT), Google (Cloud IoT Core) et Microsoft (Azure IoT), by Ajarar,Ghassan.
  Summer 2021
  
• Analyse de performance des chaines de services dans un Cloud public, by Zidane,Meriem.
  Winter 2021
  
• Co-directed by: Kara, Nadjia
  Gestion automatisée du déploiement et de l’adaptation de ressources pour des microservices dans une infrastructure Kubernetes, by N'Tsouglo,Amétépé Gavalo.
  Summer 2021
  
• Analyse des performances d'une chaîne de services AWS pour la 5G, by Gagnon,Nicolas.
  Winter 2024
  
• Automatisation de configuration réseau et assurance qualité automatique grâce à l'intelligence artificielle, by Levesque,Steve.
  Fall 2023
  
• Automatisation des configurations de l'infrastructure TI, by Mokhtari,Abdelmawla.
  Fall 2023
  
• Évaluation de performance des tranches de réseau 5G, by Nguemmegne Tumchou,Sandra.
  Winter 2021
  
• Intent Based Networking Expression through Natural Language Processing in an Enterprise Network, by El Rif,Elie.
  Summer 2022
  

• IoT Traffic Modelling and QoS Prediction Framework using Advanced Deep Learning, by Hameed,Aroosa.
  Summer 2023
  
• Co-directed by: Leivadeas, Aris
  Multi-objective Mechanisms for Dynamic Resource Adaptation in Virtualized Network Environments, by Awad,Mirna.
  Summer 2023
  
• Co-directed by: Leivadeas, Aris
  Mobility Management in 5G Network Slicing Architecture, by Ayad,Mostafa.
  Winter 2024
  
• Co-directed by: Gascon-Samson, Julien
  Edge-Based Serveless Computing Task Offloading for IoT-based Workloads, by Khan,Sangrez.
  Winter 2024
  
• A Generic IoT Learning System for Artificial General Intelligence, by Dmytryk,Nicholas.
  Fall 2023
  

• Energy-aware Computational Offloading using Reinforcement Learning Techniques, by Mechennef,Meriem.
  Fall 2023
  
• Défragmentation des ressources via le réglage NUMA pour l'optimisation des performances à la périphérie réseau et au Cloud, by Ben Salah,Taha.
  Fall 2022
  
• Co-directed by: Coulombe, Stéphane
  Allocation de ressources dans un réseau de périphérie 5G appliqué à la vidéo immersive à 360° en temps réel, by Brochu,Olivier.
  Fall 2023
  
• Intelligent Task Offloading in a Mobile Edge Computing Environment, by Bouhoula,Sirine.
  Winter 2024
  

• Co-directed by: D'Amours, Maud-Andrée
  Mise en place d'un tableau de bord et d'un moteur de recherche chez BELL Solutions Techniques, by Hazmani,Ahmed Ameur.
  Fall 2021
  
• Co-directed by: Morency, Michel
  Élaboration d'une solution d'aide à la décision en tant qu'analyste-développeur en intelligence d'affaires, by Puyou Lascassies,Martin.
  Winter 2023
  
• Développeur intégration de données et CIAM, by Giannone,Nicolas.
  Winter 2024
  
• Analyse et manipulation de données, by Beaufils,Dorian.
  Winter 2024
  
• Co-directed by: Van Ruymbeke, Edwin
  Conception d’un système de stabilisation pour caméra embarquée sur un oiseau robotique, by Miot,Romain.
  Winter 2021
  
• Co-directed by: Hassan, Ahmad A.
  Improving Data Collection for Sidewalks, by Naaman,Rayyan.
  Fall 2022
  
• Co-directed by: Hammam, Matthew
  Projet de migration d'iWeb vers AWS, by Tebechrani,Rami.
  Fall 2022
  

• Analyste programmeur, by Sordoillet,Olivier.
  Fall 2023
  
• Chargé de projet à ITQ, by Badehdah,Fatiha.
  Winter 2021
  
• Document de spécification des exigences logicielles de l’application Service Manager de Micro-Focus, by Lobé,Roger.
  Summer 2022
  

• De l'loT au Cloud une approche de simulation, by Bouaicha,Fatima Ezzahra.
  Winter 2020
  
• Réalisation d'une voiture robotique autonome avec la carte Raspberry pi et étude de son fonctionnement, by Bamogo,Wend Pouiré Ousmane.
  Fall 2021
  

Georgios Anagnostopoulos, Georgios Stavropoulos, John Violos, Aris Leivadeas, Iraklis Varlamis. 2023. « Enhancing virtual sensors to deal with missing values and low sampling rates ». 11th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud (Athens , Greece, July 17-20, 2023) p. 39-44. Institute of Electrical and Electronics Engineers.

Marios Avgeris, Aris Leivadeas, Nikolaos Athanasopoulos, Ioannis Lambadaris, Matthias Falkner. 2023. « Model predictive control for automated network assurance in intent-based networking enabled service function chains ». IEEE/IFIP Network Operations and Management Symposium (NOMS) (Miami, FL, USA, May 08-12, 2023) Institute of Electrical and Electronics Engineers Inc..

Marios Avgeris, Aris Leivadeas, Ioannis Lambadaris. 2023. « A reinforcement-learning self-healing approach for virtual network function placement ». IEEE/IFIP Network Operations and Management Symposium (NOMS) (Miami, FL, USA, May 08-12, 2023) Institute of Electrical and Electronics Engineers Inc..

Marios Avgeris, Meriem Mechennef, Aris Leivadeas, Ioannis Lambadaris. 2023. « A two-stage cooperative reinforcement learning scheme for energy-aware computational offloading ». IEEE 24th International Conference on High Performance Switching and Routing (HPSR) (Albuquerque, NM, USA, June 05-07, 2023) Institute of Electrical and Electonics Engineers Inc..

Elie El-Rif, Arix Leivadeas, Matthias Falkner. 2023. « Intent expression through natural language processing in an enterprise network ». IEEE 24th International Conference on High Performance Switching and Routing (HPSR) (Albuquerque, NM, USA, June 05-07, 2023) Institute of Electrical and Electonics Engineers Inc..

Aris Leivadeas, Matthias Falkner. 2023. « Autonomous network assurance in intent based networking: Vision and challenges ». 32nd International Conference on Computer Communications and Networks (ICCCN) (Honolulu, HI, USA, July 24-27, 2023) Institute of Electrical and Electronics Engineers Inc..

Aris Leivadeas, Nikolai Pitaev, Matthias Falkner. 2023. « Analyzing the performance of SD-WAN enabled service function chains across the globe with AWS ». ACM/SPEC International Conference on Performance Engineering, ICPE (Coimbra, Portugal, Apr. 15-19, 2023) p. 125-135. Association for Computing Machinery, Inc.

Ramy Mohamed, Ioannis Lambadaris, Aris Leivadeas, John Chinneck, Todd Morris, Petar Djukic. 2023. « Automatic feasibility restoration for 5G cloud gaming ». IEEE International Conference on Communications (ICC) (Roma, Italy, May 28-June 01, 2023) p. 846-851. IEEE.

Fotios Voutsas, John Violos, Aris Leivadeas. 2023. « A fault detection mechanism for database management systems on mobile edge computing ». 11th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud) (Athens , Greece, July 17-20, 2023) p. 45-50. Institute of Electrical and Electronics Engineers.

Fotios Voutsas, John Violos, Aris Leivadeas. 2023. « Filtering alerts on cloud monitoring systems ». IEEE 14th International Conference on Joint Cloud Computing (JCC) (Athens , Greece, July 17-20, 2023) p. 34-37. Institute of Electrical and Electronics Engineers.

Sirine Bouhoula, Marios Avgeris, Aris Leivadeas, Ioannis Lambadaris. 2022. « Computational offloading for the industrial internet of things: A performance analysis ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022) p. 1-6. Piscataway, NJ, USA : IEEE.

Olivier Brochu, Dimitrios Spatharakis, Dimitrios Dechouniotis, Aris Leivadeas, Symeon Papavassiliou. 2022. « Benchmarking real-time image processing for offloading at the edge ». IEEE International Mediterranean Conference on Communication and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022) p. 90-93. IEEE.

Nicholas Dmytryk, Aris Leivadeas. 2022. « Mining news data for peripheral culture training in AGI ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022) p. 66-71. Institute of Electrical and Electronics Engineers Inc..

Ramy Mohamed, Aris Leivadeas, Ioannis Lambadaris, Todd Moris, Petar Djukic. 2022. « Fast resource allocation for virtual network functions chain placement ». International Telecommunications Conference (ITC-Egypt) (Alexandria, Egypt, July 26-28, 2022) IEEE.

Ramy Mohamed, Aris Leivadeas, Ioannis Lambadaris, Todd Morris, Petar Djukic. 2022. « Online and scalable virtual network functions chain placement for emerging 5G networks ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens , Greece, Sept. 05-08, 2022) p. 255-260. Institute of Electrical and Electronics Engineers Inc..

Yousef Rafique, Aris Leivadeas, Mohamed Ibnkahla. 2022. « An IoT-Aware VNF placement proof of concept in a hybrid edge-cloud smart city environment ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) p. 1395-1400. Institute of Electrical and Electronics Engineers Inc..

Faïçal Sawadogo, John Violos, Aroosa Hameed, Aris Leivadeas. 2022. « An unsupervised machine learning approach for IoT device categorization ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens , Greece, Sept. 05-08, 2022) p. 25-30. Piscataway, NJ, USA : IEEE.

Ismael Alshiab, Aris Leivadeas, Mohamed Ibnkahla. 2021. « Virtual sensing networks and dynamic RPL-based routing for IoT sensing services ». IEEE International Conference on Communications (ICC) (Montreal, QC, Canada - En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers.

Aroosa Hameed, John Violos, Nina Santi, Aris Leivadeas, Nathalie Mitton. 2021. « A machine learning regression approach for throughput estimation in an iot environment ». 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cyberma, 6-8 De (Melbourne, Australia, Dec. 06-08, 2021) p. 29-36. Piscataway, NJ, USA : IEEE.

Laaziz Lahlou, Arol Gbeto Fia, Nadjia Kara, Aris Leivadeas. 2021. « VAPNIC: A VersAtile shortest path-free VNF Placement using a divide-and-coNquer tactIC ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) IEEE.

Aris Leivadeas, Matthias Falkner. 2021. « VNF placement problem: A multi-tenant intent-based networking approach ». 24th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN) (Paris, France, Mar. 01-04, 2021) p. 143-150. IEEE.

Firdose Saeik, John Violos, Aris Leivadeas, Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis. 2021. « User association and behavioral characterization during task offloading at the edge ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 07-10, 2021) p. 70-75. Institute of Electrical and Electronics Engineers Inc..

Nina Santi, Remy Grunblatt, Brandon Foubert, Aroosa Hameed, John Violos, Aris Leivadeas, Nathalie Mitton. 2021. « Automated and reproducible application traces generation for IoT applications ». Q2SWinet 2021 - Proceedings of the 17th ACM Symposium on QoS and Security for Wireless and Mobile Networks (Alicante, Spain - En ligne, Nov. 22-26, 2021) p. 17-24. Association for Computing Machinery Inc.

Stylianos Tsanakas, Aroosa Hameed, John Violos, Aris Leivadeas. 2021. « An innovative neuro-genetic algorithm and geometric loss function for mobility prediction ». MobiWac 2021 - Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access (Alicante, Spain, Nov. 22-26, 2021) p. 25-32. Association for Computing Machinery Inc.

Sandra Nguemmegne Tumchou, Aris Leivadeas, Matthias Falkner, Nikolai Pitaev. 2021. « Impact of CPU and memory resource allocation in a multi-feature VNF deployment ». IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 07-10, 2021) p. 228-233. Institute of Electrical and Electronics Engineers Inc..

John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora Varvarigou. 2021. « Hypertuning GRU Neural Networks for Edge Resource Usage Prediction ». IEEE Symposium on Computers and Communications (ISCC) (Athens , Greece, Sept. 05-08, 2021) Institute of Electrical and Electronics Engineers Inc..

Xiaoang Zheng, Aris Leivadeas. 2021. « Network assurance in intent-based networking data centers with machine learning techniques ». 17th International Conference on Network and Service Management (CNSM) (Izmir, Turkey, Oct. 25-29, 2021) p. 14-20. Institute of Electrical and Electronics Engineers Inc..

Nicholas Dmytryk, Aris Leivadeas. 2020. « A data-driven learning system based on natural intelligence for an IoT virtual assistant ». IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (Pisa, Italy, Sept. 14-16, 2020) Piscataway, NJ, USA : IEEE.

Aroosa Hameed, Aris Leivadeas. 2020. « IoT traffic multi-classification using network and statistical features in a smart environment ». IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (Pisa, Italia, Sept. 14-16, 2000) Piscataway, NJ, USA : IEEE.

Aris Leivadeas. 2020. « From IoT to cloud: An end-to-end virtualization approach ». 18th European Control Conference (ECC) (Saint Petersburg, Russia, May 12-15, 2020) p. 1554-1557. Institute of Electrical and Electronics Engineers Inc..

Aris Leivadeas, Matthias Falkner, Nikolai Pitaev. 2020. « Analyzing service chaining of virtualized network functions with SR-IOV ». 21st IEEE International Conference on High Performance Switching and Routing (HPSR) (Newark, NJ, USA, May 11-14, 2020) IEEE Computer Society.

Aliasghar Keyhanian, Ioannis Lambadaris, Aris Leivadeas, Ioannis Marmokos. 2018. « Analyzing the coexistence of Wi-Fi and LAA-LTE towards a proportional throughput fairness ». MobiWac 2018 - Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access (Montreal, QC, Canada, Oct. 28 - Nov. 2, 2018) p. 95-101. Association for Computing Machinery, Inc.

Aris Leivadeas, Thomas Y. Nilsson, Aroosh Elahi, Aliasghar Keyhanian, Ioannis Lambadaris. 2018. « Link adaptation for fair coexistence of Wi-Fi and LAA-LTE ». MobiWac 2018 - Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access (Montreal, QC, Canada, Oct. 28 - Nov. 2, 2018) p. 43-50. Association for Computing Machinery, Inc.

Laaziz Lahlou, Chafika Tata, Nadjia Kara, Aris Leivadeas, Abdelouahed Gherbi. 2023. « Edge-cloud online joint placement of Virtual Network Functions and allocation of compute and network resources using meta-heuristics ». Journal of Ambient Intelligence and Humanized Computing. vol. 14 , nº 6. p. 7531-7558.

Aris Leivadeas, Matthias Falkner. 2023. « A survey on intent based networking ». IEEE Communications Surveys and Tutorials. vol. 25 , nº 1. p. 625-655.

Angelos-Christos Maroudis, Theodoros Theodoropoulos, John Violos, Aris Leivadeas, Konstantinos Tserpes. 2023. « Leveraging graph neural networks for SLA violation prediction in cloud computing ». IEEE Transactions on Network and Service Management. (In press)

Georgios Stavropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas. 2023. « Enabling artificial intelligent virtual sensors in an IoT environment ». Sensors. vol. 23 , nº 3.

Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis, Aris Leivadeas, Vasileios Karyotis, Symeon Papavassiliou. 2022. « ENERDGE: Distributed energy-aware resource allocation at the edge ». Sensors. vol. 22 , nº 2.

Mirna Awad, Nadja Kara, Aris Leivadeas. 2022. « Utilization prediction-based VM consolidation approach ». Journal of Parallel and Distributed Computing. vol. 170 p. 24-38.

Nicholas Dmytryk, Aris Leivadeas. 2022. « A generic preprocessing architecture for multi-modal IoT sensor data in artificial general intelligence ». Electronics. vol. 11 , nº 22.

Aroosa Hameed, John Violos, Aris Leivadeas. 2022. « A deep learning approach for IoT traffic multi-classification in a smart-city scenario ». IEEE Access. vol. 10 p. 21193-21210.

Aroosa Hameed, John Violos, Aris Leivadeas, Nina Santi, Rémy Grunblatt, Nathalie Mitton. 2022. « Towards QoS Prediction based on Temporal Transformers for IoT Applications ». IEEE Transactions on Network and Service Management. vol. 19 , nº 4. p. 4010-4027.

Theodoros Theodoropoulos, John Violos, Stylianos Tsanakas, Aris Leivadeas, Konstantinos Tsepers, Theodora Varvarigou. 2022. « Intelligent proactive fault tolerance at the edge through resource usage prediction ». ITU Journal on Future and Evolving Technologies. vol. 3 , nº 3. p. 761-778.

John Violos, Theodoros Theodoropoulos, Angelos-Christos Maroudis, Aris Leivadeas, Konstantinos Tserpes. 2022. « Self-Attention based encoder-Decoder for multistep human density prediction ». Journal of Urban Mobility. vol. 2

John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora Varvarigou. 2022. « Intelligent horizontal autoscaling in edge computing using a double tower neural network ». Computer Networks. vol. 217

Xiaoang Zheng, Aris Leivadeas, Matthias Falkner. 2022. « Intent Based Networking management with conflict detection and policy resolution in an enterprise network ». Computer Networks. vol. 219

Firdose Saeik, Marios Avgeris, Dimitrios Spatharakis, Nina Santi, Dimitrios Dechouniotis, John Violos, Aris Leivadeas, Nikolaos Athanasopoulos, Nathalie Mitton, Symeon Papavassiliou. 2021. « Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions ». Computer Networks. vol. 195 26 p.

Dimitrios Dechouniotis, Nikolaos Athanasopoulos, Aris Leivadeas, Nathalie Mitton, Raphael M. Jungers, Symeon Papavassiliou. 2020. « Edge computing resource allocation for dynamic networks: The DRUID-NET vision and perspective ». Sensors. vol. 20 , nº 8. 18 p.

Asma Ben Hamed, Aris Leivadeas, Matthias Falkner, Nikolai Pitaev. 2020. « VNF chaining performance characterization under multi-feature and oversubscription using SR-IOV ». Informatics. vol. 7 , nº 3. 22 p.

Aris Leivadeas, George Kesidis, Mohamed Ibnkahla, Ioannis Lambadaris. 2019. « VNF placement optimization at the edge and cloud ». Future Internet. vol. 11 , nº 3.

Nikolaos Athanasopoulos, Dimitris Dechouniotis, Raphael Jungers, Aris Leivadeas, Nathalie Mitton, Symeon Papavassiliou. 2020. « Control co-design and resource allocation in edge computing and dynamic networks: A tutorial ». Communication during a conference : European Control Conference (ECC) ( Saint-Petersburg, Russia, May 12-15, 2020 )

Aris Leivadeas, Chrysa Papagianni, Symeon Papavassiliou. 2015. « Going green with the networked cloud: Methodologies and assessment ». In Quantitative Assessments of Distributed Systems: Methodologies and Techniques . p. 351-374. John Wiley and Sons Inc.