Printed Books
[P.01] K. Poularakis, L. Tassiulas, T.V. Lakshman, “Modeling and Optimization in Software-Defined Networks,” Morgan & Claypool Publishers, 2021, DOI: 10.2200/S01099ED1V01Y202105LNA027
Book Chapters
[B.01] Q. Qin, K. Poularakis, L,. Tassiulas, "Bringing Intelligence at the Network Data Plane for Internet of Things Security", in IoT for Defense and National Security by Wiley Publishers, 2022.
International Journals
[J.16] V. Farhadi, F. Mehmeti, T. He, T. La Porta, H. Khamfroush, S. Wang, K. Chan, K. Poularakis, "Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds", IEEE/ACM Transactions on Networking, 2020.
[J.15] K. Poularakis, J. Llorca, A. Tulino, I. Taylor, L. Tassiulas, "Service Placement and Request Routing in MEC Networks with Storage, Computation, and Communication Constraints", IEEE/ACM Transactions on Networking, 2020.
[J.14] B. Liu, K. Poularakis, L. Tassiulas, T. Jiang, "Joint Caching and Routing in Congestible Networks of Arbitrary Topology", IEEE Internet of Things Journal, Early Access, 2019.
[J.13] K. Poularakis, G. Iosifidis, L. Tassiulas, "Joint Deployment and Pricing of Next-Generation WiFi Networks", IEEE Transactions on Communications, vol. 67, no. 9, pp. 6193-6205, September 2019.
[J.12] K. Poularakis, G. Iosifidis, A. Argyriou, I. Koutsopoulos, L. Tassiulas, "Distributed Caching Algorithms in the Realm of Layered Video Streaming", IEEE Transactions on Mobile Computing, vol. 18, no. 4, pp. 757-770, April 2019.
[J.11] K. Poularakis, Q. Qin, E. Nahum, M. Rio, L. Tassiulas, "Flexible SDN Control in Tactical Ad Hoc Networks", Elsevier Ad Hoc Networks Journal, vol. 85, no. 15, pp. 71-80, March 2019.
[J.10] K. Poularakis, G. Iosifidis, G. Smaragdakis, L. Tassiulas, "Optimizing Gradual SDN Upgrades in ISP Networks", IEEE/ACM Transactions on Networking, vol. 27, no. 1, pp. 288-301, February 2019.
[J.9] Q. Qin, K. Poularakis, G. Iosifidis, S. Kompella, L. Tassiulas, "SDN Controller Placement with Delay-Overhead Balancing in Wireless Edge Networks", IEEE Transactions on Network and Service Management, vol. 15, no. 4, pp. 1446-1459, December 2018.
[J.08] K. Poularakis, G. Iosifidis, L. Tassiulas, "SDN-enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge", IEEE Communications Magazine, vol. 56, no. 7, pp. 132-138, July 2018.
[J.07] A. Argyriou, K. Poularakis, G. Iosifidis, L. Tassiulas, “Video Delivery in Dense 5G Cellular Networks”, IEEE Network Magazine, vol. 31, no. 4, pp. 28-34, July-August 2017.
[J.06] K. Poularakis, L. Tassiulas, “Code, Cache and Deliver on the Move: A Novel Caching Paradigm in Hyper-Dense Small-cell Networks”, IEEE Transactions on Mobile Computing, vol. 16, no. 3, pp. 675-687, March 2017.
[J.05] K. Poularakis, L. Tassiulas, “On the Complexity of Optimal Content Placement in Hierarchical Caching Networks”, IEEE Transactions on Communications, vol. 64, no. 5, pp. 2092-2103, May 2016.
[J.04] K. Poularakis, L. Tassiulas, “Cooperation and Information Replication in Wireless Networks”, Royal Society, Philosophical Transactions A, vol. 374, no. 2062, March 2016.
[J.03] K. Poularakis, G. Iosifidis, I. Pefkianakis, L. Tassiulas, Martin May, “Mobile Data Offloading through Caching in Residential 802.11 Wireless Networks”, IEEE Transactions on Network and Service Management, vol. 13, no. 1, pp. 71-84, January 2016.
[J.02] K. Poularakis, G. Iosifidis, V. Sourlas, L. Tassiulas, “Exploiting Caching and Multicast for 5G Wireless Networks”, IEEE Transactions on Wireless Communications, vol. 15, no. 4, pp. 2995-3007, January 2016.
[J.01] K. Poularakis, G. Iosifidis, L. Tassiulas, “Approximation Algorithms for Mobile Data Caching in Small Cell Networks”, IEEE Transactions on Communications, vol. 62, no. 10, pp. 3665 - 3677, August 2014.
International Conferences and Workshops
[C.31] A. Mudvari, K. Poularakis , L. Tassiulas, ``Robust SDN Synchronization in Mobile Networks using Deep Reinforcement and Transfer Learning", IEEE ICC 2023.
[C.30] Y. Jiang, K. Poularakis, D. Kiedanski, S. Kompella, L. Tassiulas, ``Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality'', IEEE Big Data Conference, 2022.
[C.29] K. Poularakis, Q. Qin, F. Le, S. Kompella, L. Tassiulas, ``Generalizable and Interpretable Deep Learning for Network Congestion Prediction'', IEEE International Conference on Network Protocols (ICNP), 2021.
[C.28] Z. Zhang, L. Ma, K.K. Leung, K. Poularakis, M. Srivatsa, "State Action Separable Reinforcement Learning", IEEE International Conference on Big Data, 2020 (Acceptance Rate 15.5%).
[C.27] K. Poularakis, J. Llorca, A. Tulino, L. Tassiulas,``Approximation Algorithms for Data-Intensive Service Chain Embedding", ACM Mobihoc 2020 (Acceptance Rate 15%)
[C.26] Q. Qin, K. Poularakis, K.K. Leung, L. Tassiulas, ``Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning'', IFIP Networking 2020.
[C.25] Q. Qin, K. Poularakis, L. Tassiulas, ``A Learning Approach with Programmable Data Plane towards IoT Security'', IEEE International Conference on Distributed Computing Systems (ICDCS) 2020 (Acceptance Rate 18%)
[C.24] Z. Zhang, L. Ma, K. Poularakis, K. Leung, J. Tucker, A. Swami, "MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design", IEEE International Conference on Network Protocols (ICNP), 2019 (Acceptance Rate 19.3%)
[C.23] K. Poularakis, Q. Qin, K.M. Marcus, K.S. Chan, K.K. Leung, L. Tassiulas, "Hybrid SDN Control in Mobile Ad Hoc Networks", IEEE Workshop on Distributed Analytics Infrastructure and Algorithms for Multi-Organization Federations, (in proc. of IEEE Smart Computing), 2019.
[C.22] Z. Zhang, L. Ma, K. Poularakis, K.K. Leung, L. Wu, "DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN'', IEEE International Conference on Communications (ICC), 2019. (Best Paper Award)
[C.21] K. Poularakis, Q. Qin, L. Ma, S. Kompella, K.K. Leung, L. Tassiulas, "Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures", IEEE International Conference on Computer Communications (Infocom), 2019 (Acceptance Rate 19.7%)
[C.20] K. Poularakis, J. Llorca, A. Tulino, I. Taylor, L. Tassiulas, "Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks", IEEE International Conference on Computer Communications (Infocom), 2019 (Acceptance Rate 19.7%)
[C.19] Q. Qin, K. Poularakis, G. Iosifidis, L. Tassiulas, "SDN Controller Placement at the Edge: Optimizing Delay and Overheads", IEEE International Conference on Computer Communications (Infocom), 2018 (Acceptance Rate 19.2%)
[C.18] K. Poularakis, Q. Qin, E. Nahum, M. Rio, L. Tassiulas, "Bringing SDN to the Mobile Edge", Workshop on Distributed Analytics InfraStructure and Algorithms for Multi-Organization Federations, (in proc. of IEEE Smart World Congress), 2017.
[C.17] K. Poularakis, G. Iosifidis, G. Smaragdakis, L. Tassiulas, "One Step at a Time: Optimizing SDN Upgrades in ISP Networks", IEEE International Conference on Computer Communications (Infocom), 2017 (Acceptance Rate 20.9%, Best Paper Award)
[C.16] K. Poularakis, G. Iosifidis, L. Tassiulas, "Deploying Carrier-grade WiFi: Offload Traffic, Not Money", ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2016 (Acceptance Rate 18.7%)
[C.15] K. Poularakis, G. Iosifidis, A. Argyriou, I. Koutsopoulos, L. Tassiulas, "Caching and Operator Cooperation Policies for Layered Video Content Delivery", IEEE International Conference on Computer Communications (Infocom), 2016 (Acceptance Rate ~18%).
[C.14] K. Poularakis, G. Iosifidis, L.Tassiulas, "Joint Caching and Base Station Activation for Green Heterogeneous Cellular Networks", IEEE International Communications Conference (ICC), 2015.
[C.13] K. Poularakis, L.Tassiulas, "Approximation Caching Algorithms for Energy-efficient Networks", IEEE International Communications Conference (ICC), 2015.
[C.12] K. Poularakis, I. Pefkianakis, J. Chandrashekar, L. Tassiulas, "Pricing the Last Mile: Data Capping for Residential Broadband", ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT), 2014 (Acceptance Rate: ~19%).
[C.11] K. Poularakis, G. Iosifidis, L. Tassiulas, “A Framework for Mobile Data Offloading to Leased Cache-endowed Small Cell Networks”, IEEE International Conference on Mobile Ad hoc and Sensor Systems (MASS), 2014.
[C.10] K. Poularakis, I. Pefkianakis, J. Chandrashekar, L. Tassiulas, "Quid Pro Quo: Reducing Peak Traffic Costs with (Subscriber) Price Incentives", W-Pin+NetEcon workshop at ACM SIGMETRICS, 2014.
[C.09] K. Poularakis, V. Sourlas, P. Flegkas, L. Tassiulas, “On Exploiting Network Coding in Cache-Capable Small-Cell Networks”, in Proc. of IEEE Symposium on Computers and Communications (ISCC), Smartvision Workshop, 2014.
[C.08] K. Poularakis, G. Iosifidis, A. Argyriou, L. Tassiulas, “Video Delivery over Heterogeneous Cellular Networks: Optimizing Cost and Performance”, IEEE International Conference on Computer Communications (Infocom), 2014 (Acceptance Rate: 19.3%).
[C.07] K. Poularakis, G. Iosifidis, V. Sourlas, L. Tassiulas, “Multicast-aware Caching for Small Cell Networks”, IEEE Wireless Communications and Networking Conference (WCNC), 2014.
[C.06] K. Poularakis, L. Tassiulas, “Optimal Selfishness-aware Device-assisted Content Delivery in Cellular Networks”, IEEE Wireless Communications and Networking Conference (WCNC), 2014.
[C.05] K. Poularakis, G. Iosifidis, L. Tassiulas, “Approximation Caching and Routing Algorithms for Massive Mobile Data Delivery", IEEE Global Communications Conference (GLOBECOM), 2013
[C.04] K. Poularakis, L. Tassiulas, “Exploiting User Mobility for Wireless Content Delivery”, IEEE International Symposium on Information Theory (ISIT), 2013.
[C.03] K. Poularakis, L. Tassiulas, “Optimal Algorithms for Hierarchical Web Caches”, IEEE International Communications Conference (ICC), 2013
[C.02] K. Poularakis, L. Tassiulas, “Surviving in a Competitive Market of Information Providers”, IEEE International Workshop on Network Science for Communication Networks (NetSciCom) (in INFOCOM), 2013.
[C.01] K. Poularakis, L. Tassiulas, “Optimal Cooperative Content Placement Algorithms in Hierarchical Cache Topologies", 46th Annual Conference on Information Sciences and Systems (CISS), 2012.