Aris Leivadeas

Orcid: 0000-0002-2996-6824

According to our database1, Aris Leivadeas authored at least 80 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Enabling semi-supervised learning in intrusion detection systems.
J. Parallel Distributed Comput., 2025

2024
VNF Placement and Dynamic NUMA Node Selection Through Core Consolidation at the Edge and Cloud.
IEEE Trans. Netw. Serv. Manag., August, 2024

Leveraging Graph Neural Networks for SLA Violation Prediction in Cloud Computing.
IEEE Trans. Netw. Serv. Manag., February, 2024

Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges.
Comput. Networks, February, 2024

A light-weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means.
Future Gener. Comput. Syst., 2024

Cooperative Learning-Based Framework for VNF Caching and Placement Optimization over Low Earth Orbit Satellite Networks.
CoRR, 2024

Mitigating Alert Fatigue in Cloud Monitoring Systems: A Machine Learning Perspective.
Comput. Networks, 2024

Service function chain network planning through offline, online and infeasibility restoration techniques.
Comput. Networks, 2024

Online VNF Placement using Deep Reinforcement Learning and Reward Constrained Policy Optimization.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

Fragmentation-Aware VNF Placement: A Deep Reinforcement Learning Approach.
Proceedings of the IEEE International Conference on Communications, 2024

Informed Network Routing for SD-WAN enabled SaaS Optimization: An M365 Proof of Concept.
Proceedings of the 7th Conference on Cloud and Internet of Things, 2024

2023
Multi-resource predictive workload consolidation approach in virtualized environments.
Comput. Networks, December, 2023

Enabling Artificial Intelligent Virtual Sensors in an IoT Environment.
Sensors, February, 2023

Edge-cloud online joint placement of Virtual Network Functions and allocation of compute and network resources using meta-heuristics.
J. Ambient Intell. Humaniz. Comput., 2023

Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction.
CoRR, 2023

A Survey on Intent-Based Networking.
IEEE Commun. Surv. Tutorials, 2023

Toward Intent-Based Network Automation for Smart Environments: A Healthcare 4.0 Use Case.
IEEE Access, 2023

Analyzing the Performance of SD-WAN Enabled Service Function Chains Across the Globe with AWS.
Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

A Reinforcement-Learning Self-Healing Approach for Virtual Network Function Placement.
Proceedings of the NOMS 2023, 2023

Model Predictive Control for Automated Network Assurance in Intent-Based Networking enabled Service Function Chains.
Proceedings of the NOMS 2023, 2023

A Fault Detection Mechanism for Database Management Systems on Mobile Edge Computing.
Proceedings of the 11th IEEE International Conference on Mobile Cloud Computing, 2023

Enhancing Virtual Sensors to deal with Missing Values and Low Sampling Rates.
Proceedings of the 11th IEEE International Conference on Mobile Cloud Computing, 2023

Autonomous Network Assurance in Intent Based Networking: Vision and Challenges.
Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Automatic Feasibility Restoration for 5G Cloud Gaming.
Proceedings of the IEEE International Conference on Communications, 2023

Reinforcement Learning-enabled Auctions for Self-Healing in Service Function Chaining.
Proceedings of the IEEE International Conference on Communications, 2023

Intent Expression Through Natural Language Processing in an Enterprise Network.
Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

A Two-Stage Cooperative Reinforcement Learning Scheme for Energy-Aware Computational Offloading.
Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

Service Function Chaining in LEO Satellite Networks via Multi-Agent Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2023

A Brief Review of Population-based Methods for Task Offloading in Cloud-to-Edge Continuum.
Proceedings of the 12th IEEE International Conference on Cloud Networking, 2023

2022
Toward QoS Prediction Based on Temporal Transformers for IoT Applications.
IEEE Trans. Netw. Serv. Manag., December, 2022

ENERDGE: Distributed Energy-Aware Resource Allocation at the Edge.
Sensors, 2022

Utilization prediction-based VM consolidation approach.
J. Parallel Distributed Comput., 2022

Intent Based Networking management with conflict detection and policy resolution in an enterprise network.
Comput. Networks, 2022

Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network.
Comput. Networks, 2022

A Deep Learning Approach for IoT Traffic Multi-Classification in a Smart-City Scenario.
IEEE Access, 2022

An IoT-Aware VNF Placement Proof of Concept in a Hybrid Edge-Cloud Smart City Environment.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

An Unsupervised Machine Learning Approach for IoT Device Categorization.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Online and Scalable Virtual Network Functions Chain Placement for Emerging 5G Networks.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Mining News Data for Peripheral Culture Training in AGI.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Benchmarking Real-time Image Processing for OffLoading at the Edge.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Computational Offloading for the Industrial Internet of Things: A Performance Analysis.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

2021
Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions.
Comput. Networks, 2021

Automated and Reproducible Application Traces Generation for IoT Applications.
Proceedings of the Q2SWinet 2021: Proceedings of the 17th ACM Symposium on QoS and Security for Wireless and Mobile Networks, 2021

An Innovative Neuro-Genetic Algorithm and Geometric Loss Function for Mobility Prediction.
Proceedings of the MobiWac '21: Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access, Alicante, Spain, November 22, 2021

Impact of CPU and Memory Resource Allocation in a Multi-Feature VNF Deployment.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

User Association and Behavioral Characterization during Task Offloading at the Edge.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

A Machine Learning Regression Approach for Throughput Estimation in an IoT Environment.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021

Hypertuming GRU Neural Networks for Edge Resource Usage Prediction.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

VNF Placement Problem: A Multi-Tenant Intent-Based Networking Approach.
Proceedings of the 24th Conference on Innovation in Clouds, 2021

Virtual Sensing Networks and Dynamic RPL-Based Routing for IoT Sensing Services.
Proceedings of the ICC 2021, 2021

VAPNIC: A VersAtile shortest path-free VNF Placement using a divide-and-coNquer tactIC.
Proceedings of the IEEE Global Communications Conference, 2021

Network Assurance in Intent-Based Networking Data Centers with Machine Learning Techniques.
Proceedings of the 17th International Conference on Network and Service Management, 2021

2020
Edge Computing Resource Allocation for Dynamic Networks: The DRUID-NET Vision and Perspective.
Sensors, 2020

VNF Chaining Performance Characterization under Multi-Feature and Oversubscription Using SR-IOV.
Informatics, 2020

Analyzing Service Chaining of Virtualized Network Functions with SR-IOV.
Proceedings of the 21st IEEE International Conference on High Performance Switching and Routing, 2020

From IoT to Cloud: An End-to-End Virtualization Approach.
Proceedings of the 18th European Control Conference, 2020

IoT Traffic Multi-Classification Using Network and Statistical Features in a Smart Environment.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

A Data-Driven Learning System Based on Natural Intelligence for an IoT Virtual Assistant.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

2019
VNF Placement Optimization at the Edge and Cloud <sup>†</sup>.
Future Internet, 2019

2018
Characterizing the Performance of Concurrent Virtualized Network Functions with OVS-DPDK, FD.IO VPP and SR-IOV.
Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Considerations for a Successful Network Service Chain Deployment.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

Balancing Delay and Cost in Virtual Network Function Placement and Chaining.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

Link Adaptation for Fair Coexistence of Wi-Fi and LAA-LTE.
Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access, 2018

Analyzing the Coexistence of Wi-Fi and LAA-LTE Towards a Proportional Throughput Fairness.
Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access, 2018

2017
A Graph Partitioning Game Theoretical Approach for the VNF Service Chaining Problem.
IEEE Trans. Netw. Serv. Manag., 2017

Optimal virtualized network function allocation for an SDN enabled cloud.
Comput. Stand. Interfaces, 2017

Multi-VNF performance characterization for virtualized network functions.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

2016
Dynamic virtualized network function allocation in a multi-cloud environment.
Proceedings of the 23rd International Conference on Telecommunications, 2016

Resource Management and Orchestration for a Dynamic Service Chain Steering Model.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Dynamic traffic steering of multi-tenant virtualized network functions in SDN enabled data centers.
Proceedings of the 21st IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2016

Performance analysis of virtualized network functions on virtualized systems architectures.
Proceedings of the 21st IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2016

2015
Resource discovery and allocation for federated virtualized infrastructures.
Future Gener. Comput. Syst., 2015

2014
SAViNE: social network analysis - inspired content delivery network deployment and experimentation.
EURASIP J. Wirel. Commun. Netw., 2014

Demonstration of a social aware wireless content delivery paradigm.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

2013
Efficient Resource Mapping Framework over Networked Clouds via Iterated Local Search-Based Request Partitioning.
IEEE Trans. Parallel Distributed Syst., 2013

A Cloud-Oriented Content Delivery Network Paradigm: Modeling and Assessment.
IEEE Trans. Dependable Secur. Comput., 2013

On the Optimal Allocation of Virtual Resources in Cloud Computing Networks.
IEEE Trans. Computers, 2013

Energy Aware Networked Cloud Mapping.
Proceedings of the 2013 IEEE 12th International Symposium on Network Computing and Applications, 2013

2012
Socio-aware virtual network embedding.
IEEE Netw., 2012

2011
An Architecture for Virtual Network Embedding in Wireless Systems.
Proceedings of the IEEE First Symposium on Network/Cloud Computing and Applications, 2011


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