Crosslayer Network Outage Classification Using Machine Learning In Applied Networking Research Workshop (ANRW)., 2022.
"Data aggregation and anonymization for mathematical modeling and epidemiological studies." In Smittestopp - A Case Study on Digital Contact Tracing, edited by A. Elmokashfi, O. Lysne and V. Naumova, 121-141. Springer International Publishing, 2022.
"ICRAN: Intelligent Control for Self-driving RAN based on Deep Reinforcement Learning." IEEE Transactions on Network and Service Management (2022): 1.
RCAD:Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks In ACM SIGKDD Conference on Knowledge Discovery and Data Mining., 2022.
An Exposed Closed-Loop Model for Customer-Driven Service Assurance Automation In 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). Porto, Portugal: IEEE Computer Society, 2021.
eucnc2021.pdf (1.1 MB)
eucnc2021.pdf (1.1 MB) "Nationwide rollout reveals efficacy of epidemic control through digital contact tracing." Nature Communications 12 (2021).
"Optimising Performance for NB-IoT UE Devices through Data Driven Models." Journal of Sensor and Actuator Networks 10 (2021). jsan-10-00021-v2.pdf (1.08 MB)
jsan-10-00021-v2.pdf (1.08 MB) On the Accuracy of Country-Level IP Geolocation In Applied Networking Research Workshop (ANRW). Madrid/Spain: ACM, 2020. anrw2020.pdf (420.17 KB)
anrw2020.pdf (420.17 KB) An agent-based model of IPv6 adoption In IFIP Networking Conference (Networking). IEEE, 2020.
AI-Driven Closed-Loop Service Assurance with Service Exposures In Proceedings of the 29th IEEE European Conference on Networks and Communications (EuCNC). Dubrovnik, Dubrovnik-Neretva/Croatia: IEEE Computer Society, 2020. eucnc2020.pdf (712.99 KB)
eucnc2020.pdf (712.99 KB) "Analysis of the regularity of the Internet Interdomain Routing dynamics." Physica A: Statistical Mechanics and its Applications 551 (2020): 124142.
"Characterization and Identification of Cloudified Mobile Network Performance Bottlenecks." IEEE Transactions on Network and Service Management 17 (2020): 2567-2583.
"Dissecting Energy Consumption of NB-IoT Devices Empirically." IEEE Internet of Things Journal 8, no. 2 (2020): 1224-1242.
Evaluating the Cloud-RAN architecture: functional splitting and switched Ethernet Xhaul In 16th International Conference on Network and Service Management, CNSM 2020. Izmir Turkey and Virtual Conference: IEEE/IFIP, 2020.
Integrating Cloud-RAN with Packet Core as VNF Using Open Source MANO and OpenAirInterface In Proceedings of the 45th IEEE Conference on Local Computer Networks (LCN). Sydney, New South Wales/Australia: IEEE Computer Society, 2020. lcn2020-simulametepc-demo-web.pdf (429.49 KB)
lcn2020-simulametepc-demo-web.pdf (429.49 KB) Performance bottlenecks identification in cloudified mobile networks In Proceedings of the 26th Annual International Conference on Mobile Computing and Networking. ACM, 2020.
"On the Usability of Transport Protocols other than TCP: A Home Gateway and Internet Path Traversal Study." Computer Networks 173 (2020). comnets2020.pdf (1.84 MB)
comnets2020.pdf (1.84 MB) Critical communication infrastructures and Huawei In TPRC48: Research Conference on Communications, Information and Internet Policy., 2019.
Investigating the delay impact of the diffserv code point (DSCP) In 2019 International Conference on Computing, Networking and Communications (ICNC). {IEEE, 2019.
Multiway Reliability Analysis of Mobile Broadband Networks In the Internet Measurement ConferenceProceedings of the Internet Measurement Conference on - IMC '19. New York, NY, USA: ACM Press, 2019.
State of Internet Measurement in Africa-A Survey In International Conference on e-Infrastructure and e-Services for Developing Countries. {Springer, 2019.
Towards Closed Loop 5G Service Assurance Architecture for Network Slices as a Service In European Conference on Networks and Communications (EuCNC). IEEE, 2019. towards_closed_loop_5g_service_assurance_architecture_for_network_slices_as_a_service.pdf (158.86 KB)
towards_closed_loop_5g_service_assurance_architecture_for_network_slices_as_a_service.pdf (158.86 KB) "Tracking the deployment of IPv6: Topology, routing and performance." Computer Networks 165 (2019): 106947.
"On the Utility of Unregulated IP DiffServ Code Point (DSCP) Usage by End Systems." Performance Evaluation 135 (2019): 102036. peva2019.pdf (1.29 MB)
peva2019.pdf (1.29 MB) Can WebRTC QoS Work? A DSCP Measurement Study In 2018 30th International Teletraffic Congress (ITC 30). Vienna, Austria: IEEE Computer Society, 2018. itc30.pdf (317.54 KB)
itc30.pdf (317.54 KB)