| A showcase of ÉTS researchers’ publications and other contributions |
| FRANÇAIS |
List of publications of "Leivadeas, Aris"Number of items: 66.
Alshiab, Ismael, Leivadeas, Aris and 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.
Anagnostopoulos, Georgios, Stavropoulos, Georgios, Violos, John, Leivadeas, Aris and 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. Athanasopoulos, Nikolaos, Dechouniotis, Dimitris, Jungers, Raphael, Leivadeas, Aris, Mitton, Nathalie and 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).
Avgeris, Marios, Leivadeas, Aris, Athanasopoulos, Nikolaos, Lambadaris, Ioannis and 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 and 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 and 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 and 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..
Avgeris, Marios, Spatharakis, Dimitrios, Dechouniotis, Dimitrios, Leivadeas, Aris, Karyotis, Vasileios and Papavassiliou, Symeon.
2022.
« ENERDGE: Distributed energy-aware resource allocation at the edge ».
Sensors, vol. 22, nº 2.
Awad, Mirna, Kara, Nadja and Leivadeas, Aris.
2022.
« Utilization prediction-based VM consolidation approach ».
Journal of Parallel and Distributed Computing, vol. 170.
pp. 24-38.
Awad, Mirna, Leivadeas, Aris and Awad, Abir.
2023.
« Multi-resource predictive workload consolidation approach in virtualized environments ».
Computer Networks, vol. 237.
Bimpas, Athanasios, Violos, John, Leivadeas, Aris and Varlamis, Iraklis.
2024.
« Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges ».
Computer Networks, vol. 239.
Bouhoula, Sirine, Avgeris, Marios, Leivadeas, Aris and 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 and 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.
Chourlias, Athanasios, Theodoropoulos, Theodoros, Violos, John, Leivadeas, Aris, Tserpes, Konstantinos and 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..
Dechouniotis, Dimitrios, Athanasopoulos, Nikolaos, Leivadeas, Aris, Mitton, Nathalie, Jungers, Raphael M. and Papavassiliou, Symeon.
2020.
« Edge computing resource allocation for dynamic networks: The DRUID-NET vision and perspective ».
Sensors, vol. 20, nº 8.
Dmytryk, Nicholas and 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.
Dmytryk, Nicholas and Leivadeas, Aris.
2022.
« A generic preprocessing architecture for multi-modal IoT sensor data in artificial general intelligence ».
Electronics, vol. 11, nº 22.
Dmytryk, Nicholas and 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..
Doan, Khai, Avgeris, Marios, Leivadeas, Aris, Lambadaris, Ioannis and 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 and 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..
Hamed, Asma Ben, Leivadeas, Aris, Falkner, Matthias and Pitaev, Nikolai.
2020.
« VNF chaining performance characterization under multi-feature and oversubscription using SR-IOV ».
Informatics, vol. 7, nº 3.
Hameed, Aroosa and 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.
Hameed, Aroosa, Violos, John and 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 and 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.
Hameed, Aroosa, Violos, John, Santi, Nina, Leivadeas, Aris and 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.
Keyhanian, Aliasghar, Lambadaris, Ioannis, Leivadeas, Aris and 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.
Lahlou, Laaziz, Fia, Arol Gbeto, Kara, Nadjia and 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.
Lahlou, Laaziz, Tata, Chafika, Kara, Nadjia, Leivadeas, Aris and 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 and 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.
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 and Falkner, Matthias.
2023.
« A survey on intent based networking ».
IEEE Communications Surveys and Tutorials, vol. 25, nº 1.
pp. 625-655.
Leivadeas, Aris and 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 and 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.
Leivadeas, Aris, Falkner, Matthias and 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.
Leivadeas, Aris, Kesidis, George, Ibnkahla, Mohamed and Lambadaris, Ioannis.
2019.
« VNF placement optimization at the edge and cloud ».
Future Internet, vol. 11, nº 3.
Leivadeas, Aris, Nilsson, Thomas Y., Elahi, Aroosh, Keyhanian, Aliasghar and 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.
Leivadeas, Aris, Papagianni, Chrysa and 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.
Leivadeas, Aris, Pitaev, Nikolai and 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.
Maroudis, Angelos-Christos, Theodoropoulos, Theodoros, Violos, John, Leivadeas, Aris and 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 and 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 and 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 and 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, Lambadaris, Ioannis, Chinneck, John, Morris, Todd and Djukic, Petar.
2024.
« Service function chain network planning through offline, online and infeasibility restoration techniques ».
Computer Networks, vol. 242.
Mohamed, Ramy, Lambadaris, Ioannis, Leivadeas, Aris, Chinneck, John, Morris, Todd and 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.
Mohamed, Ramy, Leivadeas, Aris, Lambadaris, Ioannis, Moris, Todd and 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 and 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..
Njah, Yosra, Leivadeas, Aris, Violos, John and Falkner, Matthias.
2023.
« Toward intent-based network automation for smart environments: A healthcare 4.0 use case ».
IEEE Access, vol. 11.
pp. 136565-136576.
Rafique, Yousef, Leivadeas, Aris and 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..
Saeik, Firdose, Avgeris, Marios, Spatharakis, Dimitrios, Santi, Nina, Dechouniotis, Dimitrios, Violos, John, Leivadeas, Aris, Athanasopoulos, Nikolaos, Mitton, Nathalie and 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 and 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..
Salah, Taha Ben, Avgeris, Marios, Leivadeas, Aris and 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.
Santi, Nina, Grunblatt, Remy, Foubert, Brandon, Hameed, Aroosa, Violos, John, Leivadeas, Aris and 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.
Sawadogo, Faïçal, Violos, John, Hameed, Aroosa and 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.
Stavropoulos, Georgios, Violos, John, Tsanakas, Stylianos and Leivadeas, Aris.
2023.
« Enabling artificial intelligent virtual sensors in an IoT environment ».
Sensors, vol. 23, nº 3.
Theodoropoulos, Theodoros, Violos, John, Tsanakas, Stylianos, Leivadeas, Aris, Tsepers, Konstantinos and 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.
Tsanakas, Stylianos, Hameed, Aroosa, Violos, John and 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.
Tsanakas, Stylianos, Hameed, Aroosa, Violos, John and 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 and 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, Theodoropoulos, Theodoros, Maroudis, Angelos-Christos, Leivadeas, Aris and 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 and 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..
Violos, John, Tsanakas, Stylianos, Theodoropoulos, Theodoros, Leivadeas, Aris, Tserpes, Konstantinos and Varvarigou, Theodora.
2022.
« Intelligent horizontal autoscaling in edge computing using a double tower neural network ».
Computer Networks, vol. 217.
Voutsas, Fotios, Violos, John and 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 and 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.
Voutsas, Fotios, Violos, John and Leivadeas, Aris.
2024.
« Mitigating alert fatigue in cloud monitoring systems: A machine learning perspective ».
Computer Networks, vol. 250.
Zheng, Xiaoang and 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..
Zheng, Xiaoang, Leivadeas, Aris and Falkner, Matthias.
2022.
« Intent Based Networking management with conflict detection and policy resolution in an enterprise network ».
Computer Networks, vol. 219.
|
![[up]](/style/images/multi_up.png)
Up a level