Levels of Autonomous Network Technologies draftliunmrgnetworklessroadmap00 Bing Liu
Levels of Autonomous Network Technologies (draft-liu-nmrg-networkless-roadmap-00) Bing Liu, Brian Carpenter @NMRG, ietf 102, July 2018 1
Background • Network OPEX is always an important issue • New network automation technologies are emerging: – SDN for configuration/service delivery – New emerging Intent-driven/based Network – AI for autonomous control, diagnostic etc. • Maybe it’s useful to draw an road map of how relevant technologies could evolve to the ultimate goal (named as “Networkless” in this draft)? 2
A Level-by-Level Roadmap Autonom ous Driving L 3 Autonom ous Autonomous Driving L 2 ous m o n Driving L 1 Autonomous Driving L 0 yed rk o l p de l wo y l a e u Wid ly man t Mos L 0 vels g Le n i v i Dr to Au d by ire Insp Autonom ous Driving L 4 es rent a r u C e nstr i a m r m o ging r eme iques n tech L 1 le sib Pos ch proa ap re futu L 4 L 3 L 2 别 式识 模、模 Digital ls ve e L k r o s Netw Twin u o m o n o Aut 可视化 分析、 大数据 、探测 环 :统计 控制闭 析 /分 可编程 感知 环 控制闭 itive) 固化的 : 理 I(Prim 决策/推 设备AP 备CLI 口:设 接 控 操 势预 流量趋 测、 事件预 测 网络建 器推理 习、机 机器学 ) larative I(Dec P A 备 设 I 网络AP API AI自主
Two Dimensions of the Levels • Final Effect in Operators’ Perspective – Self-Organization • Bottom line: various Plug-n-Play techniques (joining in the domain, get connect with NMS, build adjacencies/routes etc. ) – Self-Configuration • Bottom line: NMS/Controller automatically pushes configurations to devices – Self-Optimization • Bottom line: ECMP, TE etc. – Self-Diagnostic • Bottom line: – Self-Healing • Bottom line: VRRP, FRR etc. • Key capabilities of Network Systems – Network perception • Bottom line: various measurement, telemetry and network visualization techniques – Decision/Reasoning • Bottom line: protocol-based control loops, machine learning based self-decision – Operational interface • Bottom line: primitive device API for software control/management 4
Open Discussion • Is it valuable to do such a work? • The two dimensions are reasonable? • Any thing missing in the “Self-X” part; and also the “Key Capabilities” part? • Other specific comments 6
Next step • Feedback are highly needed – This work cannot be done by only few people – Reaching consensus of the industry in the goal • Might consider a more intuitive result for each level 7
Comments are highly welcomed Thank you! leo. liubing@Huawei. com brian. e. carpenter@gmail. com IETF 102, Montreal 8
- Slides: 8