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Liste des publications de "Leivadeas, Aris"Nombre de documents archivés : 71. 2025
Sarantos, Panagis, Violos, John et Leivadeas, Aris.
2025.
« Enabling semi-supervised learning in intrusion detection systems ».
Journal of Parallel and Distributed Computing, vol. 196.
2024
Bimpas, Athanasios, Violos, John, Leivadeas, Aris et Varlamis, Iraklis.
2024.
« Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges ».
Computer Networks, vol. 239.
Doan, Khai, Avgeris, Marios, Leivadeas, Aris, Lambadaris, Ioannis et Shin, Wonjae.
2024.
« Cooperative learning-based framework for VNF caching and placement optimization over low earth orbit satellite networks ».
IEEE Transactions on Vehicular Technology.
Hameed, Aroosa, Violos, John, Santi, Nina, Leivadeas, Aris et Mitton, Nathalie.
2024.
« FeD-TST: Federated Temporal Sparse Transformers for QoS prediction in Dynamic IoT Networks ».
IEEE Transactions on Network and Service Management.
Maroudis, Angelos-Christos, Theodoropoulos, Theodoros, Violos, John, Leivadeas, Aris et Tserpes, Konstantinos.
2024.
« Leveraging graph neural networks for SLA violation prediction in cloud computing ».
IEEE Transactions on Network and Service Management, vol. 21, nº 1.
pp. 605-620.
Mohamadi, Houssem Eddine, Lahlou, Laaziz, Kara, Nadjia et Leivadeas, Aris.
2024.
« A versatile chaotic cryptosystem with a novel substitution-permutation scheme for internet-of-drones photography ».
Nonlinear Dynamics, vol. 112, nº 6.
pp. 4977-5012.
Mohamed, Ramy, Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2024.
« Fragmentation-aware VNF placement: A deep reinforcement learning approach ».
In IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024)
pp. 5257-5262.
Institute of Electrical and Electronics Engineers Inc..
Mohamed, Ramy, Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2024.
« Online VNF placement using deep reinforcement learning and reward constrained policy optimization ».
In IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Madrid, Spain, July 08-11, 2024)
pp. 269-274.
Institute of Electrical and Electronics Engineers Inc..
Mohamed, Ramy, Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2024.
« Optimizing resource fragmentation in virtual network function placement using deep reinforcement learning ».
IEEE Transactions on Machine Learning in Communications and Networking, vol. 2.
pp. 1475-1491.
Mohamed, Ramy, Avgeris, Marios, Leivadeas, Aris, Lambadaris, Ioannis, Chinneck, John, Morris, Todd et Djukic, Petar.
2024.
« Service function chain network planning through offline, online and infeasibility restoration techniques ».
Computer Networks, vol. 242.
Njah, Yosra, Leivadeas, Aris et Falkner, Matthias.
2024.
« An AI-driven intent-based network architecture ».
IEEE Communications Magazine.
Salah, Taha Ben, Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2024.
« VNF placement and dynamic NUMA node selection through core consolidation at the edge and cloud ».
IEEE Transactions on Network and Service Management, vol. 21, nº 4.
pp. 4655-4668.
Tsanakas, Stylianos, Hameed, Aroosa, Violos, John et Leivadeas, Aris.
2024.
« A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means ».
Future Generation Computer Systems, vol. 154.
pp. 45-58.
Voutsas, Fotios, Violos, John et Leivadeas, Aris.
2024.
« Mitigating alert fatigue in cloud monitoring systems: A machine learning perspective ».
Computer Networks, vol. 250.
2023
Anagnostopoulos, Georgios, Stavropoulos, Georgios, Violos, John, Leivadeas, Aris et Varlamis, Iraklis.
2023.
« Enhancing virtual sensors to deal with missing values and low sampling rates ».
In 11th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud (Athens , Greece, July 17-20, 2023)
pp. 39-44.
Institute of Electrical and Electronics Engineers.
Avgeris, Marios, Leivadeas, Aris, Athanasopoulos, Nikolaos, Lambadaris, Ioannis et Falkner, Matthias.
2023.
« Model predictive control for automated network assurance in intent-based networking enabled service function chains ».
In IEEE/IFIP Network Operations and Management Symposium (NOMS) (Miami, FL, USA, May 08-12, 2023)
Institute of Electrical and Electronics Engineers Inc..
Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2023.
« A reinforcement-learning self-healing approach for virtual network function placement ».
In IEEE/IFIP Network Operations and Management Symposium (NOMS) (Miami, FL, USA, May 08-12, 2023)
Institute of Electrical and Electronics Engineers Inc..
Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2023.
« Reinforcement learning-enabled auctions for self-healing in service function chaining ».
In IEEE International Conference on Communications Workshops (ICC Workshops) (Rome, Italy, May 28-June 01, 2023)
pp. 776-781.
Institute of Electrical and Electronics Engineers Inc..
Avgeris, Marios, Mechennef, Meriem, Leivadeas, Aris et Lambadaris, Ioannis.
2023.
« A two-stage cooperative reinforcement learning scheme for energy-aware computational offloading ».
In 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..
Awad, Mirna, Leivadeas, Aris et Awad, Abir.
2023.
« Multi-resource predictive workload consolidation approach in virtualized environments ».
Computer Networks, vol. 237.
Chourlias, Athanasios, Theodoropoulos, Theodoros, Violos, John, Leivadeas, Aris, Tserpes, Konstantinos et Zalachoris, Christos-Kyprianos.
2023.
« A brief review of population-based methods for task offloading in cloud-to-edge continuum ».
In IEEE 12th International Conference on Cloud Networking (CloudNet) (Hoboken, NJ, USA, Nov. 01-03, 2023)
pp. 448-453.
Institute of Electrical and Electronics Engineers Inc..
Doan, Khai, Avgeris, Marios, Leivadeas, Aris, Lambadaris, Ioannis et Shin, Wonjae.
2023.
« Service function chaining in LEO satellite networks via multi-agent reinforcement learning ».
In IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023)
pp. 7145-7150.
Institute of Electrical and Electronics Engineers Inc..
El-Rif, Elie, Leivadeas, Arix et Falkner, Matthias.
2023.
« Intent expression through natural language processing in an enterprise network ».
In 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..
Lahlou, Laaziz, Tata, Chafika, Kara, Nadjia, Leivadeas, Aris et Gherbi, Abdelouahed.
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.
pp. 7531-7558.
Landeau, Gabriel, Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2023.
« Security-oriented network intent placement using particle swarm optimization ».
In 7th Cyber Security in Networking Conference (CSNet) (Montreal, QC, Canada, Oct. 16-18, 2023)
pp. 19-22.
Institute of Electrical and Electronics Engineers Inc..
Leivadeas, Aris et Falkner, Matthias.
2023.
« A survey on intent based networking ».
IEEE Communications Surveys and Tutorials, vol. 25, nº 1.
pp. 625-655.
Leivadeas, Aris et Falkner, Matthias.
2023.
« Autonomous network assurance in intent based networking: Vision and challenges ».
In 32nd International Conference on Computer Communications and Networks (ICCCN) (Honolulu, HI, USA, July 24-27, 2023)
Institute of Electrical and Electronics Engineers Inc..
Leivadeas, Aris, Pitaev, Nikolai et Falkner, Matthias.
2023.
« Analyzing the performance of SD-WAN enabled service function chains across the globe with AWS ».
In ACM/SPEC International Conference on Performance Engineering, ICPE (Coimbra, Portugal, Apr. 15-19, 2023)
pp. 125-135.
Association for Computing Machinery, Inc.
Mohamed, Ramy, Lambadaris, Ioannis, Leivadeas, Aris, Chinneck, John, Morris, Todd et Djukic, Petar.
2023.
« Automatic feasibility restoration for 5G cloud gaming ».
In IEEE International Conference on Communications (ICC) (Roma, Italy, May 28-June 01, 2023)
pp. 846-851.
IEEE.
Njah, Yosra, Leivadeas, Aris, Violos, John et Falkner, Matthias.
2023.
« Toward intent-based network automation for smart environments: A healthcare 4.0 use case ».
IEEE Access, vol. 11.
pp. 136565-136576.
Stavropoulos, Georgios, Violos, John, Tsanakas, Stylianos et Leivadeas, Aris.
2023.
« Enabling artificial intelligent virtual sensors in an IoT environment ».
Sensors, vol. 23, nº 3.
Voutsas, Fotios, Violos, John et Leivadeas, Aris.
2023.
« A fault detection mechanism for database management systems on mobile edge computing ».
In 11th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud) (Athens , Greece, July 17-20, 2023)
pp. 45-50.
Institute of Electrical and Electronics Engineers.
Voutsas, Fotios, Violos, John et Leivadeas, Aris.
2023.
« Filtering alerts on cloud monitoring systems ».
In IEEE 14th International Conference on Joint Cloud Computing (JCC) (Athens , Greece, July 17-20, 2023)
pp. 34-37.
Institute of Electrical and Electronics Engineers. 2022
Avgeris, Marios, Spatharakis, Dimitrios, Dechouniotis, Dimitrios, Leivadeas, Aris, Karyotis, Vasileios et Papavassiliou, Symeon.
2022.
« ENERDGE: Distributed energy-aware resource allocation at the edge ».
Sensors, vol. 22, nº 2.
Awad, Mirna, Kara, Nadjia et Leivadeas, Aris.
2022.
« Utilization prediction-based VM consolidation approach ».
Journal of Parallel and Distributed Computing, vol. 170.
pp. 24-38.
Bouhoula, Sirine, Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis.
2022.
« Computational offloading for the industrial internet of things: A performance analysis ».
In IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022)
pp. 1-6.
Piscataway, NJ, USA : IEEE.
Brochu, Olivier, Spatharakis, Dimitrios, Dechouniotis, Dimitrios, Leivadeas, Aris et Papavassiliou, Symeon.
2022.
« Benchmarking real-time image processing for offloading at the edge ».
In IEEE International Mediterranean Conference on Communication and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022)
pp. 90-93.
IEEE.
Dmytryk, Nicholas et Leivadeas, Aris.
2022.
« A generic preprocessing architecture for multi-modal IoT sensor data in artificial general intelligence ».
Electronics, vol. 11, nº 22.
Dmytryk, Nicholas et Leivadeas, Aris.
2022.
« Mining news data for peripheral culture training in AGI ».
In IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 05-08, 2022)
pp. 66-71.
Institute of Electrical and Electronics Engineers Inc..
Hameed, Aroosa, Violos, John et Leivadeas, Aris.
2022.
« A deep learning approach for IoT traffic multi-classification in a smart-city scenario ».
IEEE Access, vol. 10.
pp. 21193-21210.
Hameed, Aroosa, Violos, John, Leivadeas, Aris, Santi, Nina, Grunblatt, Rémy et Mitton, Nathalie.
2022.
« Towards QoS Prediction based on Temporal Transformers for IoT Applications ».
IEEE Transactions on Network and Service Management, vol. 19, nº 4.
pp. 4010-4027.
Mohamed, Ramy, Leivadeas, Aris, Lambadaris, Ioannis, Moris, Todd et Djukic, Petar.
2022.
« Fast resource allocation for virtual network functions chain placement ».
In International Telecommunications Conference (ITC-Egypt) (Alexandria, Egypt, July 26-28, 2022)
IEEE.
Mohamed, Ramy, Leivadeas, Aris, Lambadaris, Ioannis, Morris, Todd et Djukic, Petar.
2022.
« Online and scalable virtual network functions chain placement for emerging 5G networks ».
In IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens , Greece, Sept. 05-08, 2022)
pp. 255-260.
Institute of Electrical and Electronics Engineers Inc..
Rafique, Yousef, Leivadeas, Aris et Ibnkahla, Mohamed.
2022.
« An IoT-Aware VNF placement proof of concept in a hybrid edge-cloud smart city environment ».
In IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022)
pp. 1395-1400.
Institute of Electrical and Electronics Engineers Inc..
Sawadogo, Faïçal, Violos, John, Hameed, Aroosa et Leivadeas, Aris.
2022.
« An unsupervised machine learning approach for IoT device categorization ».
In IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens , Greece, Sept. 05-08, 2022)
pp. 25-30.
Piscataway, NJ, USA : IEEE.
Theodoropoulos, Theodoros, Violos, John, Tsanakas, Stylianos, Leivadeas, Aris, Tsepers, Konstantinos et Varvarigou, Theodora.
2022.
« Intelligent proactive fault tolerance at the edge through resource usage prediction ».
ITU Journal on Future and Evolving Technologies, vol. 3, nº 3.
pp. 761-778.
Violos, John, Theodoropoulos, Theodoros, Maroudis, Angelos-Christos, Leivadeas, Aris et Tserpes, Konstantinos.
2022.
« Self-Attention based encoder-Decoder for multistep human density prediction ».
Journal of Urban Mobility, vol. 2.
Violos, John, Tsanakas, Stylianos, Theodoropoulos, Theodoros, Leivadeas, Aris, Tserpes, Konstantinos et Varvarigou, Theodora.
2022.
« Intelligent horizontal autoscaling in edge computing using a double tower neural network ».
Computer Networks, vol. 217.
Zheng, Xiaoang, Leivadeas, Aris et Falkner, Matthias.
2022.
« Intent Based Networking management with conflict detection and policy resolution in an enterprise network ».
Computer Networks, vol. 219.
2021
Alshiab, Ismael, Leivadeas, Aris et Ibnkahla, Mohamed.
2021.
« Virtual sensing networks and dynamic RPL-based routing for IoT sensing services ».
In IEEE International Conference on Communications (ICC) (Montreal, QC, Canada - En ligne, June 14-23, 2021)
Institute of Electrical and Electronics Engineers.
Hameed, Aroosa, Violos, John, Santi, Nina, Leivadeas, Aris et Mitton, Nathalie.
2021.
« A machine learning regression approach for throughput estimation in an iot environment ».
In 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)
pp. 29-36.
Piscataway, NJ, USA : IEEE.
Lahlou, Laaziz, Fia, Arol Gbeto, Kara, Nadjia et Leivadeas, Aris.
2021.
« VAPNIC: A VersAtile shortest path-free VNF Placement using a divide-and-coNquer tactIC ».
In IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021)
IEEE.
Leivadeas, Aris et Falkner, Matthias.
2021.
« VNF placement problem: A multi-tenant intent-based networking approach ».
In 24th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN) (Paris, France, Mar. 01-04, 2021)
pp. 143-150.
IEEE.
Saeik, Firdose, Avgeris, Marios, Spatharakis, Dimitrios, Santi, Nina, Dechouniotis, Dimitrios, Violos, John, Leivadeas, Aris, Athanasopoulos, Nikolaos, Mitton, Nathalie et Papavassiliou, Symeon.
2021.
« Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions ».
Computer Networks, vol. 195.
Saeik, Firdose, Violos, John, Leivadeas, Aris, Avgeris, Marios, Spatharakis, Dimitrios et Dechouniotis, Dimitrios.
2021.
« User association and behavioral characterization during task offloading at the edge ».
In IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 07-10, 2021)
pp. 70-75.
Institute of Electrical and Electronics Engineers Inc..
Santi, Nina, Grunblatt, Remy, Foubert, Brandon, Hameed, Aroosa, Violos, John, Leivadeas, Aris et Mitton, Nathalie.
2021.
« Automated and reproducible application traces generation for IoT applications ».
In 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)
pp. 17-24.
Association for Computing Machinery Inc.
Tsanakas, Stylianos, Hameed, Aroosa, Violos, John et Leivadeas, Aris.
2021.
« An innovative neuro-genetic algorithm and geometric loss function for mobility prediction ».
In MobiWac 2021 - Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access (Alicante, Spain, Nov. 22-26, 2021)
pp. 25-32.
Association for Computing Machinery Inc.
Tumchou, Sandra Nguemmegne, Leivadeas, Aris, Falkner, Matthias et Pitaev, Nikolai.
2021.
« Impact of CPU and memory resource allocation in a multi-feature VNF deployment ».
In IEEE International Mediterranean Conference on Communications and Networking (MeditCom) (Athens, Greece, Sept. 07-10, 2021)
pp. 228-233.
Institute of Electrical and Electronics Engineers Inc..
Violos, John, Tsanakas, Stylianos, Theodoropoulos, Theodoros, Leivadeas, Aris, Tserpes, Konstantinos et Varvarigou, Theodora.
2021.
« Hypertuning GRU Neural Networks for Edge Resource Usage Prediction ».
In IEEE Symposium on Computers and Communications (ISCC) (Athens , Greece, Sept. 05-08, 2021)
Institute of Electrical and Electronics Engineers Inc..
Zheng, Xiaoang et Leivadeas, Aris.
2021.
« Network assurance in intent-based networking data centers with machine learning techniques ».
In 17th International Conference on Network and Service Management (CNSM) (Izmir, Turkey, Oct. 25-29, 2021)
pp. 14-20.
Institute of Electrical and Electronics Engineers Inc.. 2020Athanasopoulos, Nikolaos, Dechouniotis, Dimitris, Jungers, Raphael, Leivadeas, Aris, Mitton, Nathalie et Papavassiliou, Symeon. 2020. « Control co-design and resource allocation in edge computing and dynamic networks: A tutorial ». Communication lors de la conférence : European Control Conference (ECC) (Saint-Petersburg, Russia, May 12-15, 2020).
Dechouniotis, Dimitrios, Athanasopoulos, Nikolaos, Leivadeas, Aris, Mitton, Nathalie, Jungers, Raphael M. et Papavassiliou, Symeon.
2020.
« Edge computing resource allocation for dynamic networks: The DRUID-NET vision and perspective ».
Sensors, vol. 20, nº 8.
Dmytryk, Nicholas et Leivadeas, Aris.
2020.
« A data-driven learning system based on natural intelligence for an IoT virtual assistant ».
In 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.
Hamed, Asma Ben, Leivadeas, Aris, Falkner, Matthias et Pitaev, Nikolai.
2020.
« VNF chaining performance characterization under multi-feature and oversubscription using SR-IOV ».
Informatics, vol. 7, nº 3.
Hameed, Aroosa et Leivadeas, Aris.
2020.
« IoT traffic multi-classification using network and statistical features in a smart environment ».
In 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.
Leivadeas, Aris.
2020.
« From IoT to cloud: An end-to-end virtualization approach ».
In 18th European Control Conference (ECC) (Saint Petersburg, Russia, May 12-15, 2020)
pp. 1554-1557.
Institute of Electrical and Electronics Engineers Inc..
Leivadeas, Aris, Falkner, Matthias et Pitaev, Nikolai.
2020.
« Analyzing service chaining of virtualized network functions with SR-IOV ».
In 21st IEEE International Conference on High Performance Switching and Routing (HPSR) (Newark, NJ, USA, May 11-14, 2020)
IEEE Computer Society. 2019
Leivadeas, Aris, Kesidis, George, Ibnkahla, Mohamed et Lambadaris, Ioannis.
2019.
« VNF placement optimization at the edge and cloud ».
Future Internet, vol. 11, nº 3.
2018
Keyhanian, Aliasghar, Lambadaris, Ioannis, Leivadeas, Aris et Marmokos, Ioannis.
2018.
« Analyzing the coexistence of Wi-Fi and LAA-LTE towards a proportional throughput fairness ».
In MobiWac 2018 - Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access (Montreal, QC, Canada, Oct. 28 - Nov. 2, 2018)
pp. 95-101.
Association for Computing Machinery, Inc.
Leivadeas, Aris, Nilsson, Thomas Y., Elahi, Aroosh, Keyhanian, Aliasghar et Lambadaris, Ioannis.
2018.
« Link adaptation for fair coexistence of Wi-Fi and LAA-LTE ».
In MobiWac 2018 - Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access (Montreal, QC, Canada, Oct. 28 - Nov. 2, 2018)
pp. 43-50.
Association for Computing Machinery, Inc. 2015
Leivadeas, Aris, Papagianni, Chrysa et Papavassiliou, Symeon.
2015.
« Going green with the networked cloud: Methodologies and assessment ».
In
Quantitative Assessments of Distributed Systems: Methodologies and Techniques.
pp. 351-374. John Wiley and Sons Inc. |
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