@misc{16608,
  keywords = {Anomaly detection, Network Function Virtualisation (NFV), Open Source MANO (OSM), P4, Telemetry},
  author = {Thomas Dreibholz and Azza Ahmed and Mah-rukh Fida and Andr{\'e}s Ocampo and Foivos Michelinakis},
  title = {Detecting Issues with In-Band Telemetry in OSM-Orchestrated Core Networks},
  abstract = {Open Source MANO is a helpful tool to manage and orchestrate the instantiation of core network setups, like Network Service (NS) instances of our SimulaMet OpenAirInterface Virtual Network Function (VNF) for Enhanced Packet Cores (EPC). We furthermore extended our NS with VNF instances of Programming Protocol-independent Packet Processors (P4) switches, in order to allow for in-band telemetry. With in-band telemetry, it is possible to flexibly add, process, and remove telemetry information to traffic within the packet core, in order to allow for fine-granular evaluation of the system performance and the users{\textquoteright} experienced quality of service. In our presentation and demo, we would like to provide an overview of our ongoing work on P4-based in-band telemetry in an OSM-orchestrated 4G core, which is used for detecting performance problems and anomalies in the network based on machine learning. We would furthermore like to demonstrate the details of our setup to the audience in a live demo.},
  year = {2022},
  journal = {ETSI, Virtual},
  publisher = {ETSI},
  address = {Virtual},
  url = {http://osm-download.etsi.org/ftp/osm-11.0-eleven/OSM13_Ecosystem_Day/OSM\%2313\%20Ecosystem\%20Day\%20-\%20SIMULA.pdf},
}