Publications by Forough Shahabsamani
Peer reviewed
Articles
[1]
F. S. Samani et al., "Conditional Density Estimation of Service Metrics for Networked Services," IEEE Transactions on Network and Service Management, vol. 18, no. 2, pp. 2350-2364, 2021.
Conference papers
[2]
F. S. Shahabsamani et al., "Comparing Transfer Learning and Rollout for Policy Adaptation in a Changing Network Environment," in IEEE/IFIP Network Operations and Management Symposium 6–10 May 2024 Seoul, South Korea, 2024.
[3]
F. Shahabsamani, K. Hammar and R. Stadler, "Online Policy Adaptation for Networked Systems using Rollout," in IEEE/IFIP Network Operations and Management Symposium 6–10 May 2024, Seoul, South Korea, 2024.
[4]
F. S. Samani, K. Hammar and R. Stadler, "Demonstrating a System for Dynamically Meeting Management Objectives on a Service Mesh," in Proceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023, 2023.
[5]
F. S. Samani and R. Stadler, "Dynamically meeting performance objectives for multiple services on a service mesh," in 2022 18TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM 2022) : INTELLIGENT MANAGEMENT OF DISRUPTIVE NETWORK TECHNOLOGIES AND SERVICES, 2022, pp. 219-225.
[6]
X. Wang et al., "Online Feature Selection for Low-overhead Learning in Networked Systems," in Proceedings of the 2021 17th International Conference on Network and Service Management : Smart Management for Future Networks and Services, CNSM 2021, 2021, pp. 527-529.
[7]
X. Wang, F. S. Samani and R. Stadler, "Online feature selection for rapid, low-overhead learning in networked systems," in 2020 16th international conference on network and service management (CNSM), 2020.
[8]
F. S. Samani et al., "Demonstration : Predicting Distributions of Service Metrics," in 2019 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2019, pp. 745-746.
[9]
F. S. Samani, H. Zhang and R. Stadler, "Efficient Learning on High-dimensional Operational Data," in 2019 15th International conference on network and service management (CNSM), 2019.
[10]
F. S. Samani and R. Stadler, "Predicting Distributions of Service Metrics using Neural Networks," in 2018 14TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM), 2018, pp. 45-53.
Non-peer reviewed
Theses
[11]
F. Shahabsamani, "End-to-end performance prediction and automated resource management of cloud services," Doctoral thesis : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:42, 2024.
Other
[12]
F. S. Samani and R. Stadler, "A Framework for dynamically meeting performance objectives on a service mesh," (Manuscript).
Latest sync with DiVA:
2024-07-17 11:33:40