Modeling Server Workloads for Campus Email Traffic Using Recurrent Neural Networks

Boukoros, S., Nugaliyadde, A., Marnerides, A., Vassilakis, C., Koutsakis, P. & Wai Wong, K., 14/11/2017, Neural Information Processing. ICONIP 2017. Liu, D., Xie, S., Li, Y., Zhou, D. & El-Alfy, E. S. (eds.). Cham: Springer, p. 57-66 10 p. (Lecture Notes in Computer Science; vol. 10638).

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Uncertainty-driven Ensemble Forecasting of QoS in Software Defined Networks

Kolomvatsos, K., Anagnostopoulos, C., Marnerides, A., Ni, Q., Hadjiefthymiades, S. & Pezaros, D., 4/09/2017, Computers and Communications (ISCC), 2017 IEEE Symposium on. IEEE, 6 p.

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Distributed, multi-level network anomaly detection for datacentre networks

Iordache, M., Jouet, S., Marnerides, A. & Pezaros, D., 31/07/2017, IEEE International Conference on Communications (ICC) 2017. IEEE, 6 p.

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A programmable SDN+NFV-based architecture for UAV telemetry monitoring

White, K., Denney, E., Knudson, M. D., Marnerides, A. & Pezaros, D., 20/07/2017, 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC). IEEE, p. 522-527 6 p.

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Multi-level resilience in networked environments: concepts and principles

Ariffin, M. A. M., Marnerides, A. & Mauthe, A. U., 20/07/2017, 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC). IEEE, p. 272-275 4 p.

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Short term power load forecasting using Deep Neural Networks

Ud Din, G. M. & Marnerides, A., 26/01/2017, 2017 International Conference on Computing, Networking and Communications (ICNC). IEEE

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A Situation Aware Information Infrastructure (SAI^2) Framework

Marnerides, A., Pezaros, D., Jose, J., Mauthe, A. U. & Hutchison, D., 2017, Smart Objects and Technologies for Social Good Second International Conference, GOODTECHS 2016, Venice, Italy, November 30 – December 1, 2016, Proceedings. Gaggi, O., Manzoni, P., Palazzi, C., Bujari, A. & Marquez-Barja, J. (eds.). Cham: Springer, p. 186-194 9 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 195).

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Secure and privacy-aware proxy mobile IPv6 protocol for vehicle-to-grid networks

Hashem-Eiza, M., Shi, Q., Marnerides, A. & Owens, T., 22/05/2016, 2016 IEEE International Conference on Communications (ICC). IEEE, 6 p. 7510934

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Analysis and characterisation of botnet scan traffic

Marnerides, A. & Mauthe, A. U., 15/02/2016, 2016 International Conference on Computing, Networking and Communications (ICNC). IEEE, p. 1-7 7 p.

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SDN-PANDA: Software-Defined Network Platform for ANomaly Detection Applications

Granby, B., Askwith, R. & Marnerides, A., 10/11/2015, 2015 IEEE 23rd International Conference on Network Protocols (ICNP). IEEE, p. 463-466 4 p. (2015 IEEE 23rd International Conference on Network Protocols (ICNP)).

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Tool support for the evaluation of anomaly traffic classification for network resilience

da Silva, A., Wickboldt, J., Schaeffer-Filho, A., Marnerides, A. & Mauthe, A. U., 6/07/2015, Proceedings of 20th IEEE Symposium on Computers and Communications, ISCC2015. IEEE, p. 514-519 6 p.

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A multi-level resilience framework for unified networked environments

Marnerides, A., Bhandari, A., Murthy, H. & Mauthe, A. U., 05/2015, Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on. IEEE, p. 1369-1372 4 p.

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Malware detection in the cloud under ensemble empirical mode decomposition

Marnerides, A., Spachos, P., Chatzimisios, P. & Mauthe, A. U., 02/2015, Proceedings of 6th International Conference on Computing, Networking and Communications, IEEE ICNC 2015. IEEE, p. 82-88 7 p.

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Anomaly detection in cloud environments

Marnerides, A., 2015, Resource Management of Mobile Cloud Computing Networks and Environments. IGI Global, p. 43-67 25 p.

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Assessing the impact of intra-cloud live migration on anomaly detection

Shirazi, S. N. U. H., Simpson, S., Marnerides, A., Watson, M., Mauthe, A. & Hutchison, D., 10/2014, Proceedings of 3rd IEEE International Conference on Cloud Networking, IEEE CloudNet 2014. IEEE, p. 52-57 6 p.

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Content Relevance Opportunistic Routing for Wireless Multimedia Sensor Networks

Spachos, P., Marnerides, A. & Hatzinakos, D., 27/04/2014, 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, p. 263-268 6 p.

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Towards a distributed, self-organising approach to malware detection in cloud computing

Watson, M. R., Shirazi, S. N. U. H., Marnerides, A. K., Mauthe, A. & Hutchison, D., 2014, Self-organizing systems : 7th IFIP TC 6 International Workshop, IWSOS 2013, Palma de Mallorca, Spain, May 9-10, 2013, Revised Selected Papers. Elmenreich, W., Dressler, F. & Loreto, V. (eds.). Berlin: Springer Verlag, p. 182-185 4 p. (Lecture Notes in Computer Science; vol. 8221).

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Malware analysis in cloud computing: network and system characteristics

Marnerides, A., Watson, M., Shirazi, S. N. U. H., Mauthe, A. & Hutchison, D., 12/2013, Globecom Workshops (GC Wkshps), 2013 IEEE. Piscataway, N.J.: IEEE, p. 482-487 6 p.

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On the comprehension of DSL SyncTrap events in IPTV networks

Marnerides, A., Malinowski, S., Morla, R., Rodrigues, M. R. D. & Kim, H. S., 7/07/2013, 2013 IEEE Symposium on Computers and Communications (ISCC) . IEEE, p. 670-675 6 p.

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A multilevel approach towards challenge detection in cloud computing

Shirazi, S. N. U. H., Watson, M., Marnerides, A., Mauthe, A. & Hutchison, D., 07/2013, Cyberpatterns 2013 : Proceedings of the Second International Workshop on Cyberpatterns . Oxford: Oxford Brookes University, p. 103-107 5 p.

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Internet traffic classification using energy time-frequency distributions

Marnerides, A., Pezaros, D., Kim, H. & Hutchison, D., 9/06/2013, 2013 IEEE International Conference on Communications (ICC). IEEE, p. 2513-2518 6 p.

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