Semantic Metadata Annotation for Network Anomaly Detection
draft-ietf-nmop-network-anomaly-semantics-03
| Document | Type | This is an older version of an Internet-Draft whose latest revision state is "Active". Expired & archived | |
|---|---|---|---|
| Authors | Thomas Graf,Wanting Du,Alex Huang Feng,Vincenzo Riccobene | ||
| Last updated | 2025-11-09(Latest revision 2025-05-08) | ||
| Replaces | draft-netana-nmop-network-anomaly-semantics | ||
| RFC stream | Internet Engineering Task Force (IETF) | ||
| Formats | |||
| Additional resources | Mailing list discussion | ||
| Stream | WG state | WG Document | |
| Associated WG milestone |
| ||
| Document shepherd | Reshad Rahman | ||
| IESG | IESG state | Expired | |
| Consensus boilerplate | Yes | ||
| Telechat date | (None) | ||
| Responsible AD | (None) | ||
| Send notices to | reshad@yahoo.com |
This Internet-Draft is no longer active. A copy of the expired Internet-Draft is available in these formats:
Abstract
This document explains the motivation for defining semantic metadata annotations to help testing, validating and comparing Outlier and Symptom detection systems. These semantic annotations can be supported by supervised and semi-supervised machine learning algorithms and enable data exchange among network operators, vendors and academia, making anomalies apprehensible for humans. The proposed semantics uniforms the network anomaly data exchange between operators and vendors to improve their Service Disruption Detection Systems.
Authors
Thomas Graf
Wanting Du
Alex Huang Feng
Vincenzo Riccobene
(Note: The e-mail addresses provided for the authors of this Internet-Draft may no longer be valid.)