Farhoud Jafari - Publications

Publications

Journal Papers

F. J. Kaleibar, M. Litoiu , “Adaptive Multi-Discriminator WGAN Framework for Resource-Constrained Internet of Vehicles Using Reinforcement Learning,” IEEE Transactions on Network and Service Management (Under Review), 2026.
F. J. Kaleibar, M. St-Hilaire, M. Barati, "A Novel Architectural Framework for Semantic-based Service Provisioning in Vehicular Cloud Networks," IEEE Transaction on Services Computing (Accepted), 2026.
F. J. Kaleibar, M. St-Hilaire, M. Barati, "A Customized Genetic Algorithm for SLA-Aware Service Provisioning in Infrastructure-less Vehicular Cloud Networks," IEEE Transaction on Services Computing, 2025.
F. J. Kaleibar and M. St-Hilaire, "SLA-Based Service Provisioning Optimization in Vehicular Cloud Networks Using Fuzzy Logic," IEEE Access, vol. 12, pp. 101727-101744, 2024.
Jafari Kaleibar, F. and Abbaspour, M., "SLA-based Service Provisioning Approach in Vehicular Cloud Network," Cluster Computing, 2021.
Jafari Kaleibar, F. and Abbaspour, M., "TOPVISOR: Two‐level controller‐based approach for service advertisement and discovery in vehicular cloud network," International Journal of Communication Systems, vol. 33(3), 2020.
F. Jafari Kaleibar, M. Abbaspour, and H. Aghdasi, "An Energy-Efficient Hybrid Routing Method for Wireless Sensor Networks with Mobile Sink," Wireless Personal Communications, Springer, vol. 90, no. 4, pp. 2001-2015, 2016.

Conference Papers

F. Jafari Kaleibar,H. Ji, A. Zaki, M. Litoiu , “STRATA-Bench: A Regime-Aware Benchmark of Execution Strategy Efficiency in LLM Serving,” ACM SIGMETIRCS 2027 (A*) (Accepted with Shepherding)
H. Ji, F. Jafari Kaleibar, A. Zaki, M. Litoiu , “Understanding the Break-Even of OpenJ9 Shared Class Caching on Apache Spark,” IEEE CASCON 2026 (Accepted).
M. Hafez, A. Zaki, F. Jafari Kaleibar, M. Litoiu , “ASC-PIE and SPRINT-PP: Evaluating Privacy-Safe Continual Learning for PII Extraction,” IEEE CASCON 2026 (Accepted).
A. Morshedi, F. Jafari Kaleibar,M. St-Hilaire, M. Barati , “Intelligent Clustering with Reinforcement Learning in RSU-less Vehicular Cloud Networks,” IEEE FMEC 2026 (Accepted).
A. Zaki, F. Jafari Kaleibar, K. Sarda, H. Ji, M. Litoiu , “DeepReasonRCA: Real-Time Root Cause Analysis via Projection-Based Reconstruction Reasoning,” 34th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2026) (Accepted).
Ch. Yao, F. J. Kaleibar, M. Litoiu , “ HASKI: Hallucination-Aware Agentic Self-Adaptive Knowledge Injection via Reinforcement Learning in Large Language Models,” IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS'26), Cesena, Italy , 2026 (Accepted).
F. J. Kaleibar, M. Litoiu , “ASTL: An Adaptive Serving Stack for LLMs to Balance Utilization and Tail Latency,” 21st International Conference on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'26), Rio de Janeiro, Brazil , 2026.
A. Matinpour, F. Jafari Kaleibar, S. Fehresti, Sh. Ziaei, M. Litoiu , “An Evaluation Study of Generative AI Systems: Framework-Aware Performance Under Real-World Constraints,” ICPE '26: Proceedings of the 17th ACM/SPEC International Conference on Performance Engineering , Florence, Italy , 2026.
S. Fehresti, F. J. Kaleibar, M. Litoiu, “GRASP: A Graph-Based Proactive Framework for SLA-breach Prediction,” 35th IEEE International Conference on Collaborative Advances in Software and Computing (CASCON 2025), Toronto, Canada, 2025 - TCSE Distinguished Paper Award .
F.J. Kaleibar, St-Hilaire, M., Barati, M. , “Optimizing Service Allocation in Vehicular Cloud Networks: A User-Preference-Based Approach using NSGA-II,” 12th International Symposium on Networks, Computers and Communications (ISNCC'2025), Paris, France , 2025.
F. J. Kaleibar, M. Litoiu , “A Distributed GAN-Based Framework for Low-Latency and Efficient Learning in the Internet of Vehicles,” 34th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication System (MASCOTS 2026), Paris, France , 2025.
R. Rouf, F. J. Kaleibar, M. Litoiu, M. Rasolroveicy, S. Nagar, P. Mohapatra, P. Gupta, I. Watts , “Identifying Failure Root Causes for Cloud-Native Microservice Applications,” 6th IEEE International Conference on Autonomic Computing and Self-Organizing Systems - ACSOS 2025, Tokyo, Japan , 2025.
F.J. Kaleibar, St-Hilaire, M., Barati, M. , “A Tailored Genetic Algorithm Approach for SLA-Based Service Provisioning in Vehicular Cloud Networks,” The 10th International Conference on Fog and Mobile Edge Computing (FMEC), Tampa, Florida, USA , 2025.
F.J. Kaleibar, and St-Hilaire, M., “A Connectivity-aware Method for Infrastructure-less Vehicular Cloud Service Discovery,” IEEE 10th World Forum on Internet of Things (WF-IoT), Ottawa, Canada , 2024.
F.J. Kaleibar, and St-Hilaire, M., “An Adaptive Clustering Approach for Dynamic Service Provisioning in Vehicular Cloud Networks,” IEEE 10th World Forum on Internet of Things (WF-IoT), Ottawa, Canada, 2024.
F.J. Kaleibar, H. Kashfi, “A Comprehensive Approach to Integrate Generative AI in Vehicular Cloud Networks,” IEEE 2024 8th Iranian Conference on Advances in Enterprise Architecture (ICAEA), Tehran, Iran, 2024.
F. Feizi, A. Hossein Nia, M.M. Hemmatyar, F. Rahimi, F.J. Kaleibar, “TELLM: Advancements in Knowledge Incorporation and Task-specific Enhancement of Large Language Models,” IEEE 2024 32st International Conference on Electrical Engineering, 2024.
Feizi, F., Kaleibar, F. J., Rahimi, F., Kashfi, H., & Nia, A. H., “Digital Disruption in Telecommunication: Shifting from Telco to Tech Co,” IEEE 2023 7th Iranian Conference on Advances in Enterprise Architecture (ICAEA), 2023.
Rahimi, F., Kaleibar, F. J., Feizi, F., Nia, A. H., & Kashfi, H., “Navigating Data Governance in the Telecom Industry,” IEEE 2023 7th Iranian Conference on Advances in Enterprise Architecture (ICAEA), 2023.
Nia, A. H., Kaleibar, F. J., Feizi, F., Rahimi, F., & Kashfi, H., “Unlocking the Power of Data in Telecom: Building an Effective MLOps Infrastructure for Model Deployment,” IEEE 2023 7th Iranian Conference on Advances in Enterprise Architecture (ICAEA), 2023.
Jafari Kaleibar, F. and Abbaspour, M., “An approach to model the optimal service provisioning in vehicular cloud networks,” 11th Information and Knowledge Technology Conference, IEEE, Tehran, Iran, 2020.
F. Jafari Kaleibar, M. Abbaspour, “SLA-Based Service Provisioning in Vehicular Cloud Network,” The 5th International Conference on Web Research, Tehran, Iran, 2019.