Polyzois Soumplis

Orcid: 0000-0003-0725-5463

According to our database1, Polyzois Soumplis authored at least 37 papers between 2013 and 2024.

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

Timeline

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Bibliography

2024
Performance Optimization Across the Edge-Cloud Continuum: A Multi-agent Rollout Approach for Cloud-Native Application Workload Placement.
SN Comput. Sci., March, 2024

Anomaly Detection in Cloud Computing using Knowledge Graph Embedding and Machine Learning Mechanisms.
J. Grid Comput., March, 2024

Edge/Cloud Infinite-Time Horizon Resource Allocation for Distributed Machine Learning and General Tasks.
IEEE Trans. Netw. Serv. Manag., February, 2024

2023
Deploying cloud-native experimental platforms for zero-touch management 5G and beyond networks.
IET Networks, November, 2023

Secure Distributed Storage Orchestration on Heterogeneous Cloud-Edge Infrastructures.
IEEE Trans. Cloud Comput., 2023

Efficient Resource Provisioning in Critical Infrastructures Based on Multi-Agent Rollout Enabled by Deep Q-Learning.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

Use Cases Employing a Machine Learning Network Architecture.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023


Joint Fiber Wireless Resource Allocation to support the Cell Free operation.
Proceedings of the IEEE International Conference on Communications, 2023

Cloud-Native Applications' Workload Placement over the Edge-Cloud Continuum.
Proceedings of the 13th International Conference on Cloud Computing and Services Science, 2023

2022
Demand Response as a Service: Clearing Multiple Distribution-Level Markets.
IEEE Trans. Cloud Comput., 2022

Experimentation Scenarios for Machine Learning-Based Resource Management.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Resource Allocation for Distributed Machine Learning at the Edge-Cloud Continuum.
Proceedings of the IEEE International Conference on Communications, 2022

Detect Resource Related Events in a Cloud-Edge Infrastructure using Knowledge Graph Embeddings and Machine Learning.
Proceedings of the 13th International Symposium on Communication Systems, 2022

Datacenter in the City: An overlay network for serving intra-city traffic between "metro islands".
Proceedings of the 13th International Symposium on Communication Systems, 2022

Resource Allocation Challenges in the Cloud and Edge Continuum.
Proceedings of the Advances in Computing, Informatics, Networking and Cybersecurity, 2022

2021

Machine Learning-Based, Networking and Computing Infrastructure Resource Management.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

An SDN Emulation Platform for Converged Fiber-Wireless 5G Networks.
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Secure Distributed Storage on Cloud-Edge Infrastructures.
Proceedings of the 10th IEEE International Conference on Cloud Networking, CloudNet 2021, 2021

2020
Network Slicing and Workload Placement in Megacities.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Network Slicing in 5G Infrastructures from the Edge to the Core.
Proceedings of the 12th International Symposium on Communication Systems, 2020

2019
Pattern-Driven Resource Allocation in Optical Networks.
IEEE Trans. Netw. Serv. Manag., 2019

Machine Learning Assisted Quality of Transmission Estimation and Planning with Reduced Margins.
Proceedings of the Optical Network Design and Modeling, 2019

2018
Multi-Period Planning With Actual Physical and Traffic Conditions.
JOCN, 2018

DEPLOY Tool: Incrementally Planning Marginless Elastic Optical Networks.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

2017
Cross-layer and dynamic network orchestration based on optical performance monitoring.
Proceedings of the 2017 International Conference on Optical Network Design and Modeling, 2017

Actual margins algorithm for multi-period planning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Optimally-driven Online Reservations in Elastic Optical Networks.
Proceedings of the European Conference on Optical Communication, 2017

2015
Dynamic connection establishment and network re-optimization in flexible optical networks.
Photonic Netw. Commun., 2015

Minimizing Energy and Cost in Fixed-Grid and Flex-Grid Networks.
JOCN, 2015

SuMo: Analysis and Optimization of Amazon EC2 Instances.
J. Grid Comput., 2015

Cross-layer optimization: Network cost vs. physical layer margins.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

2014
Energy minimization design of fixed- and flex-grid optical networks.
Proceedings of the 19th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2014

2013
Planning Flexible Optical Networks Under Physical Layer Constraints.
JOCN, 2013

Trading off transponders for spectrum in flexgrid networks.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Cost and Utilization Optimization of Amazon EC2 Instances.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013


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