Joël Roman Ky

According to our database, Joël Roman Ky authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Anomaly Detection and Root Cause Diagnosis for Low-Latency Applications in Time-Varying Capacity Networks. (Détection d'anomalies et diagnostic des causes racines des applications à faible latence sur les réseaux à capacité variable).

Joël Roman Ky

PhD thesis, 2025

2024

Segment Routing for Chaining Micro-Services at Different Programmable Network Levels.

Bertrand Mathieu, Olivier Dugeon, Joël Roman Ky, Philippe Graff, Thibault Cholez

Proceedings of the 27th Conference on Innovation in Clouds, Internet and Networks, 2024

CATS: Contrastive learning for Anomaly detection in Time Series.

Joël Roman Ky, Bertrand Mathieu, Abdelkader Lahmadi, Raouf Boutaba

Proceedings of the IEEE International Conference on Big Data, 2024

2023

ML Models for Detecting QoE Degradation in Low-Latency Applications: A Cloud-Gaming Case Study.

Joël Roman Ky, Bertrand Mathieu, Abdelkader Lahmadi, Raouf Boutaba

IEEE Trans. Netw. Serv. Manag., September, 2023

An Analysis of Cloud Gaming Platforms Behaviour Under Synthetic Network Constraints and Real Cellular Networks Conditions.

Xavier Marchal, Philippe Graff, Joël Roman Ky, Thibault Cholez, Stéphane Tuffin, Bertrand Mathieu, Olivier Festor

J. Netw. Syst. Manag., April, 2023

A Hybrid P4/NFV Architecture for Cloud Gaming Traffic Detection with Unsupervised ML.

Joël Roman Ky, Philippe Graff, Bertrand Mathieu, Thibault Cholez

Proceedings of the IEEE Symposium on Computers and Communications, 2023

2022

Assessing Unsupervised Machine Learning solutions for Anomaly Detection in Cloud Gaming Sessions.

Joël Roman Ky, Bertrand Mathieu, Abdelkader Lahmadi, Raouf Boutaba

Proceedings of the 18th International Conference on Network and Service Management, 2022

2021

NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned.

Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin

Proceedings of the NeurIPS 2022 Competition Track, 2021