CONFERENCE PAPERS
Papers published at conference proceedings.
- S. Roy, H. Chergui, L. Sanabria-Russo and C. Verikoukis, "A Cloud Native SLA-Driven Stochastic Federated Learning Policy for 6G Zero-Touch Network Slicing" in IEEE International Conference on Communications (ICC), Seoul, Republic of Korea, 2022.
- M. Adeppady, C. F. Chiasserini, H. Karl and P. Giaccone, "iPlace: An Interference-aware Clustering Algorithm for Microservice Placement," IEEE International Conference on Communications (ICC), Seoul, Republic of Korea, 2022.
- P. Doanis, T. Giannakas and T. Spyropoulos, "Scalable end-to-end slice embedding and reconfiguration based on independent DQN agents", IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022.
- S. Roy, F. Rezazadeh, H. Chergui and C. Verikoukis, "Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing", IEEE International Conference on Communications (ICC), Rome, Italy, 2023.
- V. Kasuluru, L. Blanco and E. Zeydan, "On the use of Probabilistic Forecasting for Network Analysis in Open RAN", IEEE International Mediterranean Conference on Communications and Networking (MeditCom), Dubrovnik, Croatia, 2023.
- A. Tabeshnezhad, A. L. Swindlehurst and T. Svensson, "RIS-Assisted Interference Mitigation for Uplink NOMA", IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, 2023.
- S. P. Jayakumar, "Towards Robust Anomaly Detection in User Equipment Parameters: A Deep Generalized Canonical Correlation Analysis approach", International Conference on Electrical, Communication and Computer Engineering (ICECCE), Dubai, United Arab Emirates, 2023.
- P. Jayakumar and A. Conte, "CeDA-BatOp 2.0: Enhanced Framework for Base Station Parameter Optimization and Automation with Joint Optimization, Controlled Drift Analysis and Pseudo-Labeling", International Conference on Computer and Communications (ICCC), Chengdu, China, 2023.
- M. Adeppady, A. Conte, H. Karl, P. Giaccone and C. F. Chiasserini, "Energy-aware Provisioning of Microservices for Serverless Edge Computing", IEEE GLOBECOM 2023, Kuala Lumpur, Malaysia, 2023.
- M. Q. Khan, A. Gaber, M. Parvini, P. Schulz and G. Fettweis, "On the Generalization of Machine Learning for mmWave Beam Prediction", 19th International Symposium on Wireless Communication Systems (ISWCS), Rio de Janeiro, Brazil, 2024.
- S. Mhatre, F. Adelantado, K. Ramantas and C. Verikoukis, "AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL", IEEE International Conference on Communications (ICC), Denver, CO, USA, 2024.
- P. Jayakumar and A. Conte, "Framework: Clustering-Driven Approach for Base Station Parameter Optimization and Automation (CeDA-BatOp)", 21st IEEE Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 2024.
- Vaishnavi Kasuluru, Luis Blanco, Miguel Ángel Vázquez, Cristian J. Vaca-Rubio, Engin Zeydan, “Minimizing Power Consumption under SINR Constraints for Cell-Free Massive MIMO in O-RAN”, IEEE 20th International Conference on Network and Service Management (CNSM), Prague, 2024.
- Vaishnavi Kasuluru, Luis Blanco, Cristian J. Vaca-Rubio, Engin Zeydan, “On the Impact of PRB Load Uncertainty Forecasting for Sustainable Open RAN”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Valencia, Spain, 2024.
- Bandali, M., Rius I Riu, J., Lewitzki, A., & Gross, J., " ML-based Resolution Time Prediction of Trouble Ticket for Operational Telecommunication Networks", IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Paris, France, 2024.
- P. Doanis and T. Spyropoulos, "The Curse of (Too Much) Choice: Handling Combinatorial Action Spaces in Slice Orchestration Problems Using DQN with Coordinated Branches", IEEE INFOCOM, Canada, 2024.
- P. Doanis and T. Spyropoulos, "Multi-Agent DQN with Sample-Efficient Updates for Large Inter-Slice Orchestration Problems", International Conference on Computing, Networking and Communications (ICNC), Big Island, HI, USA, 2024.
- Sudharshan Paindi Jayakumar, "Resilient Base Station Parameter Optimization amidst UE Parameter Anomalies: A Strategic Zeroing-Out Approach", ICESP 2024