Knowledge Graphs for YANG-based Network Management
draft-marcas-nmop-knowledge-graph-yang-05
| Document | Type |
Replaced Internet-Draft
(individual)
Expired & archived
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|---|---|---|---|
| Authors | Ignacio Dominguez Martinez-Casanueva , Lucia Cabanillas Rodriguez , Pedro Martinez-Julia | ||
| Last updated | 2024-10-21 | ||
| Replaced by | draft-marcas-nmop-kg-construct | ||
| RFC stream | (None) | ||
| Intended RFC status | (None) | ||
| Formats | |||
| Additional resources |
GitHub Repository
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| Stream | Stream state | (No stream defined) | |
| Consensus boilerplate | Unknown | ||
| RFC Editor Note | (None) | ||
| IESG | IESG state | Replaced by draft-marcas-nmop-kg-construct | |
| Telechat date | (None) | ||
| Responsible AD | (None) | ||
| Send notices to | (None) |
This Internet-Draft is no longer active. A copy of the expired Internet-Draft is available in these formats:
Abstract
The success of the YANG language and YANG-based protocols for managing the network has unlocked new opportunities in network analytics. However, the wide heterogeneity of YANG models hinders the consumption and analysis of network data. Besides, data encoding formats and transport protocols will differ depending on the network management protocol supported by the network device. These challenges call for new data management paradigms that facilitate the discovery, understanding, integration and access to silos of heterogenous YANG data, abstracting from the complexities of the network devices. This document introduces the knowledge graph paradigm as a solution to this data management problem, with focus on YANG-based network management. The document provides background on related topics such as ontologies and graph standards, and shares guidelines for implementing knowledge graphs from YANG data.
Authors
Ignacio Dominguez Martinez-Casanueva
Lucia Cabanillas Rodriguez
Pedro Martinez-Julia
(Note: The e-mail addresses provided for the authors of this Internet-Draft may no longer be valid.)