Big Data & High Performance Processing

GPU-Acceleration for Real Time Data Processing

Indicative Publications:

“Pythia: Scheduling of Concurrent Network Packet Processing Applications on Heterogeneous Devices” Giannis Giakoumakis, Eva Papadogiannaki, Giorgos Vasiliadis, and Sotiris Ioannidis. In Proceedings of the IEEE Conference on Network Softwarization (NETSOFT), Ghent, Belgium, June-July 2020

“Design and Implementation of a Stateful Network Packet Processing Framework for GPUs” Giorgos Vasiliadis, Lazaros Koromilas, Michalis Polychronakis, and Sotiris Ioannidis. In IEEE/ACM Transactions on Networking (TON), vol. 25, no. 1, pp. 610-623, February 2017.

“Efficient Software Packet Processing on Heterogeneous and Asymmetric Hardware Architectures” Eva Papadogiannaki, Giorgos Vasiliadis, Lazaros Koromilas, and Sotiris Ioannidis. In IEEE/ACM Transactions on Networking (TON), vol. 15, no. 3, pp. 1593-1606, June 2017.

GPU-Accelerated Antivirus & IDS

Indicative Publications:

“Head(er)Hunter: Fast Intrusion Detection using Packet Metadata Signatures” Eva Papadogiannaki, Dimitris Deyannis, and Sotiris Ioannidis. In Proceedings of the IEEE International Conference on Computer-Aided Modeling Analysis and Design of Communication Links and Networks (CAMAD), Pisa, Italy, September 2020.

“Enabling GPU-assisted Antivirus Protection on Android Devices through Edge Offloading” Dimitris Deyannis, Raphael Tsirbas, Giorgos Vasiliadis, Raphaelle Montella, Sokol Kosta, and Sotiris Ioannidis. In Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking (EdgeSys), Munich, Germany, June 2018. (In conjunction with MobiSys 2018.)

Full publications list here!