Konstantinos Poularakis

Orcid: 0000-0003-2570-3813

According to our database1, Konstantinos Poularakis authored at least 47 papers between 2012 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Robust SDN Synchronization in Mobile Networks Using Deep Reinforcement and Transfer Learning.
Proceedings of the IEEE International Conference on Communications, 2023

2022
Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Modeling and Optimization in Software-Defined Networks
Synthesis Lectures on Learning, Networks, and Algorithms, Morgan & Claypool Publishers, ISBN: 978-3-031-02382-8, 2021

Service Placement and Request Scheduling for Data-Intensive Applications in Edge Clouds.
IEEE/ACM Trans. Netw., 2021

Generalizable and Interpretable Deep Learning for Network Congestion Prediction.
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021

2020
Service Placement and Request Routing in MEC Networks With Storage, Computation, and Communication Constraints.
IEEE/ACM Trans. Netw., 2020

Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning.
Proceedings of the 2020 IFIP Networking Conference, 2020

Approximation algorithms for data-intensive service chain embedding.
Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

A Learning Approach with Programmable Data Plane towards IoT Security.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

State Action Separable Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Optimizing Gradual SDN Upgrades in ISP Networks.
IEEE/ACM Trans. Netw., 2019

Distributed Caching Algorithms in the Realm of Layered Video Streaming.
IEEE Trans. Mob. Comput., 2019

Joint Deployment and Pricing of Next-Generation WiFi Networks.
IEEE Trans. Commun., 2019

Joint Caching and Routing in Congestible Networks of Arbitrary Topology.
IEEE Internet Things J., 2019

Flexible SDN control in tactical ad hoc networks.
Ad Hoc Networks, 2019

Hybrid SDN Control in Mobile Ad Hoc Networks.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design.
Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018
SDN Controller Placement With Delay-Overhead Balancing in Wireless Edge Networks.
IEEE Trans. Netw. Serv. Manag., 2018

SDN-Enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge.
IEEE Commun. Mag., 2018

SDN Controller Placement at the Edge: Optimizing Delay and Overheads.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017
Code, Cache and Deliver on the Move: A Novel Caching Paradigm in Hyper-Dense Small-Cell Networks.
IEEE Trans. Mob. Comput., 2017

Video Delivery in Dense 5G Cellular Networks.
IEEE Netw., 2017

Bringing SDN to the mobile edge.
Proceedings of the 2017 IEEE SmartWorld, 2017

One step at a time: Optimizing SDN upgrades in ISP networks.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2016
Exploiting Caching and Multicast for 5G Wireless Networks.
IEEE Trans. Wirel. Commun., 2016

Mobile Data Offloading Through Caching in Residential 802.11 Wireless Networks.
IEEE Trans. Netw. Serv. Manag., 2016

On the Complexity of Optimal Content Placement in Hierarchical Caching Networks.
IEEE Trans. Commun., 2016

Deploying carrier-grade WiFi: offload traffic, not money.
Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Caching and operator cooperation policies for layered video content delivery.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015
Approximation caching algorithms for energy-efficient networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Joint caching and base station activation for green heterogeneous cellular networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
Approximation Algorithms for Mobile Data Caching in Small Cell Networks.
IEEE Trans. Commun., 2014

Quid Pro Quo: Reducing Peak Traffic Costs with (Subscriber) Price Incentives.
SIGMETRICS Perform. Evaluation Rev., 2014

Optimal selfishness-aware device-assisted content delivery in cellular networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Multicast-aware caching for small cell networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

A Framework for Mobile Data Offloading to Leased Cache-Endowed Small Cell Networks.
Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

On exploiting network coding in cache-capable small-cell networks.
Proceedings of the IEEE Symposium on Computers and Communications, 2014

Video delivery over heterogeneous cellular networks: Optimizing cost and performance.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Pricing The Last Mile: Data Capping For Residential Broadband.
Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

2013
Exploiting user mobility for wireless content delivery.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Surviving in a competitive market of information providers.
Proceedings of the 2013 Proceedings IEEE INFOCOM Workshops, 2013

Optimal algorithms for hierarchical web caches.
Proceedings of IEEE International Conference on Communications, 2013

Approximation caching and routing algorithms for massive mobile data delivery.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
Optimal cooperative content placement algorithms in hierarchical cache topologies.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012


  Loading...