Expert in Smart Computing and Optimization Technologies
Sabri Pllana is a renowned expert in high performance computing, AI applications, and system optimization.
Selected Publications
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework. In Proceedings of the 20th ACM International Conference on Computing Frontiers (CF '23). Association for Computing Machinery, New York, NY, USA, 266–271. https://doi.org/10.1145/3587135.3592179
Optimization of heterogeneous systems with AI planning heuristics and machine learning: a performance and energy aware approach. Computing (2021). https://doi.org/10.1007/s00607-021-01017-6.
Programming Languages for Data-Intensive HPC Applications: a Systematic Mapping Study. Parallel Computing, Volume 91, 2020, https://doi.org/10.1016/j.parco.2019.102584
Using meta-heuristics and machine learning for software optimization of parallel computing systems: a systematic literature review. Computing 101, 893–936 (2019). https://doi.org/10.1007/s00607-018-0614-9
CHAOS: a parallelization scheme for training convolutional neural networks on Intel Xeon Phi. J Supercomput 75, 197–227 (2019). https://doi.org/10.1007/s11227-017-1994-x
IoT-based Urban Noise Identification Using Machine Learning: Performance of SVM, KNN, Bagging, and Random Forest. In Proceedings of the International Conference on Omni-Layer Intelligent Systems (COINS '19). Association for Computing Machinery, New York, NY, USA, 62–67. https://doi.org/10.1145/3312614.3312631
Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security, Future Generation Computer Systems, Volume 86, 2018, Pages 1106-1117, ISSN 0167-739X, https://doi.org/10.1016/j.future.2017.05.046.
Sabri Pllana holds a PhD degree (with distinction) in computer science from the Vienna University of Technology. His research interests include: high performance computing (HPC), AI, modeling and optimization. He also studies properties of various kinds of socio-technical systems using innovative modelling and simulation techniques. He contributed to several EU-funded projects and he coordinated the FP7 project PEPPHER. Sabri Pllana is Senior Member of the IEEE (80432603), ACM member (8437468), associate editor of Computing journal (Springer), and HiPEAC member.