Uraz Odyurt

According to our database, Uraz Odyurt authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era.

Sascha Caron, Nadezhda Dobreva, Antonio Ferrer-Sánchez, José D. Martín-Guerrero, Uraz Odyurt, Roberto Ruiz de Austri Bazan, Zef Wolffs, Yue Zhao

CoRR, 2024

Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering.

Uraz Odyurt, Nadezhda Dobreva, Zef Wolffs, Yue Zhao, Antonio Ferrer-Sánchez, Roberto Ruiz de Austri Bazan, José D. Martín-Guerrero, Ana Lucia Varbanescu, Sascha Caron

CoRR, 2024

Model Parallelism on Distributed Infrastructure: A Literature Review from Theory to LLM Case-Studies.

Felix Brakel, Uraz Odyurt, Ana Lucia Varbanescu

CoRR, 2024

Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research.

Uraz Odyurt, Stephen Nicholas Swatman, Ana Lucia Varbanescu, Sascha Caron

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Towards Seamless Serverless Computing Across an Edge-Cloud Continuum.

Emilian Simion, Yuandou Wang, Hsiang-ling Tai, Uraz Odyurt, Zhiming Zhao

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Machine Learning Inference on Serverless Platforms Using Model Decomposition.

Adrien Gallego, Uraz Odyurt, Yi Cheng, Yuandou Wang, Zhiming Zhao

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

2022

Improving the robustness of industrial Cyber-Physical Systems through machine learning-based performance anomaly identification.

Uraz Odyurt, Andy D. Pimentel, Ignacio Gonzalez Alonso

J. Syst. Archit., 2022

2021

The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies.

Uraz Odyurt, Dolly Sapra, Andy D. Pimentel

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

Power Passports for Fault Tolerance: Anomaly Detection in Industrial CPS Using Electrical EFB.

Uraz Odyurt, Julius Roeder, Andy D. Pimentel, Ignacio Gonzalez Alonso, Cees de Laat

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

2020

An analytics-based method for performance anomaly classification in cyber-physical systems.

Hugo Meyer, Uraz Odyurt, Andy D. Pimentel, Evangelos Paradas, Ignacio Gonzalez Alonso

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2019

Software Passports for Automated Performance Anomaly Detection of Cyber-Physical Systems.

Uraz Odyurt, Hugo Meyer, Andy D. Pimentel, Evangelos Paradas, Ignacio Gonzalez Alonso

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2019

2018

On the Effectiveness of Communication-Centric Modelling of Complex Embedded Systems.

Hugo Meyer, Uraz Odyurt, Simon Polstra, Evangelos Paradas, Ignacio Gonzalez Alonso, Andy D. Pimentel

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Communication-centric analysis of complex embedded computing systems: work-in-progress.

Uraz Odyurt, Hugo Meyer, Simon Polstra, Evangelos Paradas, Ignacio Gonzalez Alonso, Andy D. Pimentel

Proceedings of the International Conference on Embedded Software, 2018