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Author

Emil Janulewicz

Institution: Ciena (Canada)
ORCID: 0000-0001-7252-387X
Observed ORCID: 0000-0001-7252-387X
OpenAlex ID: A5038176216
Forecasting Video QoE With Deep Learning From Multivariate Time-Series
2021 · Hossein Ebrahimi Dinaki, Shervin Shirmohammadi, et al. · IEEE Open Journal of Signal Processing · 29
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A Dynamic Traffic Generator for Elastic 5G Network Slicing
2022 · Junior Momo Ziazet, Brigitte Jaumard, et al. · IEEE International Symposium on Measurements & Networking (M&N) · 22
Unlocking Reconfigurability for Deep Reinforcement Learning in SFC Provisioning
2024 · Murat Arda Onsu, Poonam Lohan, et al. · IEEE Networking Letters · 11
Deep Learning-Based Fault Localization in Video Networks Using Only Client-Side QoE
2020 · Hossein Ebrahimi Dinaki, Shervin Shirmohammadi, et al. · IEEE Transactions on Artificial Intelligence · 11
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Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning
2025 · Parisa Fard Moshiri, Murat Arda Onsu, et al. · IEEE Symposium on Computers and Communications (ISCC) · 7
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Performance Analysis of Iterative Decoding Algorithms with Memory over Memoryless Channels
2012 · Emil Janulewicz, Amir H. Banihashemi · IEEE Transactions on Communications · 7
Genai Assistance for Deep Reinforcement Learning-Based VNF Placement and SFC Provisioning in 5G Cores
2025 · Murat Arda Onsu, Poonam Lohan, et al. · International Conference on Communications · 6
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A Generative Model-Guided Distributed DRL Framework for Scalable and Efficient SFC Orchestration in Future Network Architectures
2025 · Murat Arda Onsu, Poonam Lohan, et al. · IEEE Transactions on Network Science and Engineering · 5
A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions
2024 · Murat Arda Onsu, Poonam Lohan, et al. · Globecom · 5
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Dynamic Service Function Chaining Provisioning with Reinforcement Learning Graph Neural Networks
2024 · Brigitte Jaumard, Charles Boudreau, et al. · 5
Scalability Assurance in SFC Provisioning via Distributed Design for Deep Reinforcement Learning
2025 · Murat Arda Onsu, Poonam Lohan, et al. · International Conference on Communications · 4
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LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning
2025 · Parisa Fard Moshiri, Xinyu Zhu, et al. · International Conference on the Network of the Future (NOF) · 3
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Performance analysis of iterative decoding algorithms with memory
2010 · Emil Janulewicz, Amir H. Banihashemi · IEEE Information Theory Workshop (ITW) · 2
Fully Distributed Multi-Agent RL Framework for QoS Routing
2023 · Quang Huy Duong, Emil Janulewicz, et al. · IEEE Future Networks World Forum (FNWF) · 1
Performance analysis of iterative decoding algorithms with memory
2010 · Emil Janulewicz · Carleton University's Institutional Repository (MacOdrum Library, Carleton University) · 1
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Proactive SFC Provisioning with Forecast-Driven DRL in Data Centers
2026 · Parisa Fard Moshiri, Poonam Lohan, et al. · International Conference on Communications
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Structure-Aware NL-to-SQL for SFC Provisioning via AST-Masking Empowered Language Models
2026 · Xinyu Zhu, Parisa Fard Moshiri, et al. · International Conference on Communications
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A Collaborative Edge Intelligence Framework for SFC Provisioning via Language Models
2026 · Parisa Fard Moshiri, Xinyu Zhu, et al. · IEEE Transactions on Network and Service Management
A Data Generator for 5G SFC Network Provisioning
2024 · Brigitte Jaumard, Charles Boudreau, et al. · IEEE International Symposium on Measurements & Networking (M&N)
Works count: 19
Citation count: 119
H-index: 6
I10-index: 4
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