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Journal Articles
- 2024
[j3]Murat Arda Onsu, Poonam Lohan, Burak Kantarci
, Emil Janulewicz, Sergio Slobodrian:
Unlocking Reconfigurability for Deep Reinforcement Learning in SFC Provisioning. IEEE Netw. Lett. 6(3): 193-197 (2024)- 2020
- [j2]Hossein Ebrahimi Dinaki, Shervin Shirmohammadi, Emil Janulewicz, David Côté:
Deep Learning-Based Fault Localization in Video Networks Using Only Client-Side QoE. IEEE Trans. Artif. Intell. 1(2): 130-138 (2020) - 2012
- [j1]Emil Janulewicz, Amir H. Banihashemi:
Performance Analysis of Iterative Decoding Algorithms with Memory over Memoryless Channels. IEEE Trans. Commun. 60(12): 3556-3566 (2012)
Conference and Workshop Papers
- 2024
- [c3]Brigitte Jaumard, Charles Boudreau, Emil Janulewicz:
Dynamic Service Function Chaining Provisioning with Reinforcement Learning Graph Neural Networks. GNNet@CoNEXT 2024: 53-58 - [c2]Brigitte Jaumard, Charles Boudreau, Emil Janulewicz:
A Data Generator for 5G SFC Network Provisioning. M&N 2024: 1-6 - 2022
- [c1]Junior Momo Ziazet, Brigitte Jaumard, Huy Quang Duong, Pooya Khoshabi, Emil Janulewicz:
A Dynamic Traffic Generator for Elastic 5G Network Slicing. M&N 2022: 1-6
Informal and Other Publications
- 2024
- [i2]Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian:
A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions. CoRR abs/2406.10356 (2024) - [i1]Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz:
GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores. CoRR abs/2411.12851 (2024)
Coauthor Index
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