Konstantinos Poularakis

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 39

Top Topics

Approximation Algorithms

Content Delivery

Cellular Networks

Reinforcement Learning

Top Venues

IEEE/ACM Trans. Netw.

Publications

Akrit Mudvari, Konstantinos Poularakis, Leandros Tassiulas
Robust SDN Synchronization in Mobile Networks Using Deep Reinforcement and Transfer Learning. ICC (2023)
Yuang Jiang, Konstantinos Poularakis, Diego Kiedanski, Sastry Kompella, Leandros Tassiulas
Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality. Big Data (2022)
Yuang Jiang, Konstantinos Poularakis, Diego Kiedanski, Sastry Kompella, Leandros Tassiulas
Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality. CoRR (2022)
Vajiheh Farhadi, Fidan Mehmeti, Ting He, Thomas F. La Porta, Hana Khamfroush, Shiqiang Wang, Kevin S. Chan, Konstantinos Poularakis
Service Placement and Request Scheduling for Data-Intensive Applications in Edge Clouds. IEEE/ACM Trans. Netw. 29 (2) (2021)
Konstantinos Poularakis, Qiaofeng Qin, Franck Le, Sastry Kompella, Leandros Tassiulas
Generalizable and Interpretable Deep Learning for Network Congestion Prediction. ICNP (2021)
Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa
State Action Separable Reinforcement Learning. IEEE BigData (2020)
Konstantinos Poularakis, Jaime Llorca, Antonia Maria Tulino, Ian J. Taylor, Leandros Tassiulas
Service Placement and Request Routing in MEC Networks With Storage, Computation, and Communication Constraints. IEEE/ACM Trans. Netw. 28 (3) (2020)
Qiaofeng Qin, Konstantinos Poularakis, Leandros Tassiulas
A Learning Approach with Programmable Data Plane towards IoT Security. ICDCS (2020)
Konstantinos Poularakis, Jaime Llorca, Antonia Maria Tulino, Leandros Tassiulas
Approximation algorithms for data-intensive service chain embedding. MobiHoc (2020)
Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa
State Action Separable Reinforcement Learning. CoRR (2020)
Qiaofeng Qin, Konstantinos Poularakis, Kin K. Leung, Leandros Tassiulas
Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning. Networking (2020)
Konstantinos Poularakis, Qiaofeng Qin, Erich M. Nahum, Miguel Rio, Leandros Tassiulas
Flexible SDN control in tactical ad hoc networks. Ad Hoc Networks 85 (2019)
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design. CoRR (2019)
Konstantinos Poularakis, Jaime Llorca, Antonia Maria Tulino, Ian J. Taylor, Leandros Tassiulas
Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks. INFOCOM (2019)
Konstantinos Poularakis, George Iosifidis, Antonios Argyriou, Iordanis Koutsopoulos, Leandros Tassiulas
Distributed Caching Algorithms in the Realm of Layered Video Streaming. IEEE Trans. Mob. Comput. 18 (4) (2019)
Konstantinos Poularakis, George Iosifidis, Georgios Smaragdakis, Leandros Tassiulas
Optimizing Gradual SDN Upgrades in ISP Networks. IEEE/ACM Trans. Netw. 27 (1) (2019)
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN. ICC (2019)
Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures. INFOCOM (2019)
Konstantinos Poularakis, Jaime Llorca, Antonia Maria Tulino, Ian J. Taylor, Leandros Tassiulas
Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks. CoRR (2019)
Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures. CoRR (2019)
Boxi Liu, Konstantinos Poularakis, Leandros Tassiulas, Tao Jiang
Joint Caching and Routing in Congestible Networks of Arbitrary Topology. IEEE Internet Things J. 6 (6) (2019)
Konstantinos Poularakis, Qiaofeng Qin, Kelvin M. Marcus, Kevin S. Chan, Kin K. Leung, Leandros Tassiulas
Hybrid SDN Control in Mobile Ad Hoc Networks. SMARTCOMP (2019)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
Joint Deployment and Pricing of Next-Generation WiFi Networks. IEEE Trans. Commun. 67 (9) (2019)
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design. ICNP (2019)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
SDN-Enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge. IEEE Commun. Mag. 56 (7) (2018)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
SDN-enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge. CoRR (2018)
Qiaofeng Qin, Konstantinos Poularakis, George Iosifidis, Sastry Kompella, Leandros Tassiulas
SDN Controller Placement With Delay-Overhead Balancing in Wireless Edge Networks. IEEE Trans. Netw. Serv. Manag. 15 (4) (2018)
Qiaofeng Qin, Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
SDN Controller Placement at the Edge: Optimizing Delay and Overheads. INFOCOM (2018)
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN. CoRR (2018)
Konstantinos Poularakis, Qiaofeng Qin, Erich M. Nahum, Miguel Rio, Leandros Tassiulas
Bringing SDN to the Mobile Edge. CoRR (2017)
Konstantinos Poularakis, Leandros Tassiulas
Code, Cache and Deliver on the Move: A Novel Caching Paradigm in Hyper-Dense Small-Cell Networks. IEEE Trans. Mob. Comput. 16 (3) (2017)
Konstantinos Poularakis, Qiaofeng Qin, Erich M. Nahum, Miguel Rio, Leandros Tassiulas
Bringing SDN to the mobile edge. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Konstantinos Poularakis, George Iosifidis, Georgios Smaragdakis, Leandros Tassiulas
One step at a time: Optimizing SDN upgrades in ISP networks. INFOCOM (2017)
Antonios Argyriou, Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
Video Delivery in Dense 5G Cellular Networks. IEEE Netw. 31 (4) (2017)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
Deploying carrier-grade WiFi: offload traffic, not money. MobiHoc (2016)
Konstantinos Poularakis, George Iosifidis, Vasilis Sourlas, Leandros Tassiulas
Exploiting Caching and Multicast for 5G Wireless Networks. IEEE Trans. Wirel. Commun. 15 (4) (2016)
Konstantinos Poularakis, Leandros Tassiulas
On the Complexity of Optimal Content Placement in Hierarchical Caching Networks. IEEE Trans. Commun. 64 (5) (2016)
Konstantinos Poularakis, George Iosifidis, Ioannis Pefkianakis, Leandros Tassiulas, Martin May
Mobile Data Offloading Through Caching in Residential 802.11 Wireless Networks. IEEE Trans. Netw. Serv. Manag. 13 (1) (2016)
Konstantinos Poularakis, George Iosifidis, Antonios Argyriou, Iordanis Koutsopoulos, Leandros Tassiulas
Caching and operator cooperation policies for layered video content delivery. INFOCOM (2016)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
Joint caching and base station activation for green heterogeneous cellular networks. ICC (2015)
Konstantinos Poularakis, Leandros Tassiulas
Approximation caching algorithms for energy-efficient networks. ICC (2015)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
A Framework for Mobile Data Offloading to Leased Cache-Endowed Small Cell Networks. MASS (2014)
Konstantinos Poularakis, Leandros Tassiulas
Optimal selfishness-aware device-assisted content delivery in cellular networks. WCNC (2014)
Konstantinos Poularakis, Ioannis Pefkianakis, Jaideep Chandrashekar, Leandros Tassiulas
Pricing The Last Mile: Data Capping For Residential Broadband. CoNEXT (2014)
Konstantinos Poularakis, Leandros Tassiulas
Exploiting User Mobility for Wireless Content Delivery. CoRR (2014)
Konstantinos Poularakis, George Iosifidis, Vasilis Sourlas, Leandros Tassiulas
Multicast-aware caching for small cell networks. WCNC (2014)
Konstantinos Poularakis, George Iosifidis, Antonios Argyriou, Leandros Tassiulas
Video delivery over heterogeneous cellular networks: Optimizing cost and performance. INFOCOM (2014)
Konstantinos Poularakis, George Iosifidis, Vasilis Sourlas, Leandros Tassiulas
Multicast-aware Caching for Small Cell Networks. CoRR (2014)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
Approximation Algorithms for Mobile Data Caching in Small Cell Networks. IEEE Trans. Commun. 62 (10) (2014)
Konstantinos Poularakis, Ioannis Pefkianakis, Jaideep Chandrashekar, Leandros Tassiulas
Quid Pro Quo: Reducing Peak Traffic Costs with (Subscriber) Price Incentives. SIGMETRICS Perform. Evaluation Rev. 42 (3) (2014)
Konstantinos Poularakis, Vasilis Sourlas, Paris Flegkas, Leandros Tassiulas
On exploiting network coding in cache-capable small-cell networks. ISCC (2014)
Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas
Approximation caching and routing algorithms for massive mobile data delivery. GLOBECOM (2013)
Konstantinos Poularakis, Leandros Tassiulas
Exploiting user mobility for wireless content delivery. ISIT (2013)
Konstantinos Poularakis, Leandros Tassiulas
Optimal algorithms for hierarchical web caches. ICC (2013)
Konstantinos Poularakis, Leandros Tassiulas
Surviving in a competitive market of information providers. INFOCOM Workshops (2013)
Konstantinos Poularakis, Leandros Tassiulas
Surviving in a competitive market of information providers. INFOCOM (2013)
Konstantinos Poularakis, Leandros Tassiulas
Optimal cooperative content placement algorithms in hierarchical cache topologies. CISS (2012)