Publications
Li Y, You F, Zhang L, Jing Q, Chen C* Reimagining food delivery: Designing towards a fairer platform, CumulusNantes25: Ethical Leadership: A New Frontier for Design.
Chen Chen;Peiyuan Guan; Luning Li; Pedro Juan Rivera Torres; Roman Kolcun; Richard Mortier (2025)*. EFaaS: Energy-efficient Function Orchestration in Serverless Edge Computing. IEEE ICDCS 2025.
Jia Z, Chen C, Guan L, Woodward J* SLO-Targeted Congestion Control with Deep Reinforcement Learning (2025). IEEE ISCC 2025.
Chen Chen, Emanuele Carlini, Richard Mortier* (2025) Dike: Deep Reinforcement Learning For Function Scheduling in SLO-targeted Serverless Edge Computing. IEEE ISCC 2025.
Pedro Juan Rivera Torres, Chen Chen, Sara Rodríguez González, Orestes Llanes Santiago (2025)* A learning Probabilistic Boolean Network Model of a Manufacturing Process with applications to system asset maintenance. MDPI Entropy
Chen Chen and Peiyuan Guan and Ziru Chen and Amir Taherkordi and Fen Hou and Lin X. Cai* (2025) Cost Optimization for Serverless Edge Computing with Budget Constraints using Deep Reinforcement Learning. IEEE ICC 2025.
Guan, P., Chen, C., Chen, Z., Cai, L., Hao, X., & Taherkordi, A.* (2024). Context-aware Container Orchestration in Serverless Edge Computing. In GLOBECOM 2024 (pp. 1041-1046).
Rivera Torres, P. J., Chen, C., Macías-Aguayo, J., Rodríguez González, S., Prieto Tejedor, J., Llanes Santiago, O., García, C. G., & Kanaan Izquierdo, S. (2024). A Learning Probabilistic Boolean Network Model of a Smart Grid with Applications in System Maintenance. Energies, 17(24), 6399.
Li, L., Herrera, M., Mukherjee, A., Zheng, G., Chen, C., Dhada, M., … Parlikad, A. K.* (2024). Predictive alarm models for improving radio access network robustness. Expert Systems with Applications, 259, 125312.
Chen, C., Herrera, M., Zheng, G., Xia, L., Ling, Z., & Wang, J.* (2024). Cross-Edge Orchestration of Serverless Functions with Probabilistic Caching. IEEE Transactions on Services Computing.
Chen, C., Hawkridge, G., Mukherjee, A., Torres, P. J. R., Ling, Z., Santos, C., & McFarlane, D.* (2023). Intelligent Low-Cost Monitoring for Smart Digital Manufacturing. 1st Workshop on Low-Cost Digital Solutions for Industrial Automation.
Chen, C., Nagel, L., Cui, L., & Tso, F. P.* (2023). S-cache: Function caching for serverless edge computing. Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, 1–6.
Torres, P. J. R., & Chen, C.* (2023). Maintenance on a shoestring: the low-cost journey from zero to condition-based maintenance.1st Workshop on Low-Cost Digital Solutions for Industrial Automation.
Chen, C., Nagel, L., Cui, L., & Tso, F. P.* (2022). B-Scale: Bottleneck-aware VNF Scaling and Flow Routing in Edge Clouds. 27th IEEE Symposium on Computers and Communications (ISCC 2022), 1–6. IEEE.
Chen, C., Nagel, L., Cui, L., & Tso, F. P.* (2022). Distributed federated service chaining: A scalable and cost-aware approach for multi-domain networks. Computer Networks, 212, 109044.
Chen, C., Nagel, L., Cui, L., & Tso, F. P.* (2021). Distributed federated service chaining for heterogeneous network environments. 14th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2021), 1–10.
