Emil Janulewicz

According to our database, Emil Janulewicz authored at least 11 papers between 2012 and 2025.

Collaborative distances:

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

2025

LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning.

Parisa Fard Moshiri, Xinyu Zhu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, July, 2025

Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning.

Parisa Fard Moshiri, Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, February, 2025

2024

Unlocking Reconfigurability for Deep Reinforcement Learning in SFC Provisioning.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian

IEEE Netw. Lett., September, 2024

Scalability Assurance in SFC provisioning via Distributed Design for Deep Reinforcement Learning.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, 2024

GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, 2024

A Data Generator for 5G SFC Network Provisioning.

Brigitte Jaumard, Charles Boudreau, Emil Janulewicz

Proceedings of the 2024 IEEE International Symposium on Measurements & Networking (M&N), 2024

Dynamic Service Function Chaining Provisioning with Reinforcement Learning Graph Neural Networks.

Brigitte Jaumard, Charles Boudreau, Emil Janulewicz

Proceedings of the 3rd GNNet Workshop on Graph Neural Networking Workshop, 2024

A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2022

A Dynamic Traffic Generator for Elastic 5G Network Slicing.

Junior Momo Ziazet, Brigitte Jaumard, Huy Quang Duong, Pooya Khoshabi, Emil Janulewicz

Proceedings of the IEEE International Symposium on Measurements & Networking, 2022

2020

Deep Learning-Based Fault Localization in Video Networks Using Only Client-Side QoE.

Hossein Ebrahimi Dinaki, Shervin Shirmohammadi, Emil Janulewicz, David Côté

IEEE Trans. Artif. Intell., 2020

2012

Performance Analysis of Iterative Decoding Algorithms with Memory over Memoryless Channels.

Emil Janulewicz, Amir H. Banihashemi

IEEE Trans. Commun., 2012