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Konstantinos Poularakis
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2020 – today
- 2023
- [c31]Akrit Mudvari, Konstantinos Poularakis, Leandros Tassiulas:
Robust SDN Synchronization in Mobile Networks Using Deep Reinforcement and Transfer Learning. ICC 2023: 1080-1085 - 2022
- [c30]Yuang Jiang, Konstantinos Poularakis, Diego Kiedanski, Sastry Kompella, Leandros Tassiulas:
Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality. IEEE Big Data 2022: 1002-1013 - [i10]Yuang Jiang, Konstantinos Poularakis, Diego Kiedanski, Sastry Kompella, Leandros Tassiulas:
Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality. CoRR abs/2212.09945 (2022) - 2021
- [b1]Konstantinos Poularakis, Leandros Tassiulas, T. V. Lakshman:
Modeling and Optimization in Software-Defined Networks. Synthesis Lectures on Learning, Networks, and Algorithms, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01254-9, pp. 1-174 - [j16]Vajiheh Farhadi
, Fidan Mehmeti, Ting He
Service Placement and Request Scheduling for Data-Intensive Applications in Edge Clouds. IEEE/ACM Trans. Netw. 29(2): 779-792 (2021) - [c29]Konstantinos Poularakis, Qiaofeng Qin, Franck Le, Sastry Kompella
Generalizable and Interpretable Deep Learning for Network Congestion Prediction. ICNP 2021: 1-10 - 2020
- [j15]Konstantinos Poularakis
Service Placement and Request Routing in MEC Networks With Storage, Computation, and Communication Constraints. IEEE/ACM Trans. Netw. 28(3): 1047-1060 (2020) - [c28]Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa:
State Action Separable Reinforcement Learning. IEEE BigData 2020: 123-132 - [c27]Qiaofeng Qin, Konstantinos Poularakis, Leandros Tassiulas:
A Learning Approach with Programmable Data Plane towards IoT Security. ICDCS 2020: 410-420 - [c26]Konstantinos Poularakis, Jaime Llorca
Approximation algorithms for data-intensive service chain embedding. MobiHoc 2020: 131-140 - [c25]Qiaofeng Qin, Konstantinos Poularakis, Kin K. Leung, Leandros Tassiulas:
Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning. Networking 2020: 352-360 - [i9]Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa:
State Action Separable Reinforcement Learning. CoRR abs/2006.03713 (2020)
2010 – 2019
- 2019
- [j14]Konstantinos Poularakis, Qiaofeng Qin
Flexible SDN control in tactical ad hoc networks. Ad Hoc Networks 85: 71-80 (2019) - [j13]Boxi Liu
Joint Caching and Routing in Congestible Networks of Arbitrary Topology. IEEE Internet Things J. 6(6): 10105-10118 (2019) - [j12]Konstantinos Poularakis
Joint Deployment and Pricing of Next-Generation WiFi Networks. IEEE Trans. Commun. 67(9): 6193-6205 (2019) - [j11]Konstantinos Poularakis
Distributed Caching Algorithms in the Realm of Layered Video Streaming. IEEE Trans. Mob. Comput. 18(4): 757-770 (2019) - [j10]Konstantinos Poularakis
Optimizing Gradual SDN Upgrades in ISP Networks. IEEE/ACM Trans. Netw. 27(1): 288-301 (2019) - [c24]Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu:
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN. ICC 2019: 1-7 - [c23]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: 1-11 - [c22]Konstantinos Poularakis, Jaime Llorca
Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks. INFOCOM 2019: 10-18 - [c21]Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures. INFOCOM 2019: 1099-1107 - [c20]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: 110-114 - [i8]Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas:
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures. CoRR abs/1901.08936 (2019) - [i7]Konstantinos Poularakis, Jaime Llorca, Antonia M. Tulino, Ian J. Taylor, Leandros Tassiulas:
Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks. CoRR abs/1901.08946 (2019) - [i6]Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami:
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design. CoRR abs/1909.09063 (2019) - 2018
- [j9]Konstantinos Poularakis, George Iosifidis
SDN-Enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge. IEEE Commun. Mag. 56(7): 132-138 (2018) - [j8]Qiaofeng Qin
SDN Controller Placement With Delay-Overhead Balancing in Wireless Edge Networks. IEEE Trans. Netw. Serv. Manag. 15(4): 1446-1459 (2018) - [c19]Qiaofeng Qin, Konstantinos Poularakis, George Iosifidis
SDN Controller Placement at the Edge: Optimizing Delay and Overheads. INFOCOM 2018: 684-692 - [i5]Konstantinos Poularakis, George Iosifidis, Leandros Tassiulas:
SDN-enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge. CoRR abs/1801.02909 (2018) - [i4]Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu:
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN. CoRR abs/1812.00852 (2018) - 2017
- [j7]Antonios Argyriou
Video Delivery in Dense 5G Cellular Networks. IEEE Netw. 31(4): 28-34 (2017) - [j6]Konstantinos Poularakis
Code, Cache and Deliver on the Move: A Novel Caching Paradigm in Hyper-Dense Small-Cell Networks. IEEE Trans. Mob. Comput. 16(3): 675-687 (2017) - [c18]Konstantinos Poularakis, George Iosifidis
One step at a time: Optimizing SDN upgrades in ISP networks. INFOCOM 2017: 1-9 - [c17]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: 1-6 - [i3]Konstantinos Poularakis, Qiaofeng Qin, Erich M. Nahum, Miguel Rio, Leandros Tassiulas:
Bringing SDN to the Mobile Edge. CoRR abs/1706.06001 (2017) - 2016
- [j5]Konstantinos Poularakis, Leandros Tassiulas:
On the Complexity of Optimal Content Placement in Hierarchical Caching Networks. IEEE Trans. Commun. 64(5): 2092-2103 (2016) - [j4]Konstantinos Poularakis, George Iosifidis
Mobile Data Offloading Through Caching in Residential 802.11 Wireless Networks. IEEE Trans. Netw. Serv. Manag. 13(1): 71-84 (2016) - [j3]Konstantinos Poularakis, George Iosifidis
Exploiting Caching and Multicast for 5G Wireless Networks. IEEE Trans. Wirel. Commun. 15(4): 2995-3007 (2016) - [c16]Konstantinos Poularakis, George Iosifidis
Caching and operator cooperation policies for layered video content delivery. INFOCOM 2016: 1-9 - [c15]Konstantinos Poularakis, George Iosifidis
Deploying carrier-grade WiFi: offload traffic, not money. MobiHoc 2016: 131-140 - 2015
- [c14]Konstantinos Poularakis, Leandros Tassiulas:
Approximation caching algorithms for energy-efficient networks. ICC 2015: 110-115 - [c13]Konstantinos Poularakis, George Iosifidis
Joint caching and base station activation for green heterogeneous cellular networks. ICC 2015: 3364-3369 - 2014
- [j2]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): 43 (2014) - [j1]Konstantinos Poularakis, George Iosifidis
Approximation Algorithms for Mobile Data Caching in Small Cell Networks. IEEE Trans. Commun. 62(10): 3665-3677 (2014) - [c12]Konstantinos Poularakis, Ioannis Pefkianakis, Jaideep Chandrashekar, Leandros Tassiulas:
Pricing The Last Mile: Data Capping For Residential Broadband. CoNEXT 2014: 295-306 - [c11]Konstantinos Poularakis, George Iosifidis
Video delivery over heterogeneous cellular networks: Optimizing cost and performance. INFOCOM 2014: 1078-1086 - [c10]Konstantinos Poularakis, Vasilis Sourlas
On exploiting network coding in cache-capable small-cell networks. ISCC 2014: 1-5 - [c9]Konstantinos Poularakis, George Iosifidis
A Framework for Mobile Data Offloading to Leased Cache-Endowed Small Cell Networks. MASS 2014: 327-335 - [c8]Konstantinos Poularakis, Leandros Tassiulas:
Optimal selfishness-aware device-assisted content delivery in cellular networks. WCNC 2014: 2288-2293 - [c7]Konstantinos Poularakis, George Iosifidis
Multicast-aware caching for small cell networks. WCNC 2014: 2300-2305 - [i2]Konstantinos Poularakis, George Iosifidis, Vasilis Sourlas, Leandros Tassiulas:
Multicast-aware Caching for Small Cell Networks. CoRR abs/1402.7314 (2014) - [i1]Konstantinos Poularakis, Leandros Tassiulas:
Exploiting User Mobility for Wireless Content Delivery. CoRR abs/1405.6286 (2014) - 2013
- [c6]Konstantinos Poularakis, George Iosifidis
Approximation caching and routing algorithms for massive mobile data delivery. GLOBECOM 2013: 3534-3539 - [c5]Konstantinos Poularakis, Leandros Tassiulas:
Optimal algorithms for hierarchical web caches. ICC 2013: 4073-4077 - [c4]Konstantinos Poularakis, Leandros Tassiulas:
Surviving in a competitive market of information providers. INFOCOM Workshops 2013: 199-204 - [c3]Konstantinos Poularakis, Leandros Tassiulas:
Surviving in a competitive market of information providers. INFOCOM 2013: 3273-3278 - [c2]Konstantinos Poularakis, Leandros Tassiulas:
Exploiting user mobility for wireless content delivery. ISIT 2013: 1017-1021 - 2012
- [c1]Konstantinos Poularakis, Leandros Tassiulas:
Optimal cooperative content placement algorithms in hierarchical cache topologies. CISS 2012: 1-6
Coauthor Index
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