Production versionImpacts Of AI/ML On Operations R17.5.1 (IG1162)
- Maturity level: Level 4 - Forum Approved
Created By: Operations & Management) Project, ZOOM (Zero-touch Orchestration
This document covers the initial analysis of the impact of AI/ML on the Operations Center of the Future operational practices.
It is intended to stimulate debate and help identify the critical industry actions needed to support AI/ML adoption by Digital and Communications Services Providers.
General Information
Document series: IG1162
Document version: 1.0.2
Status: TM Forum Approved
Document type: Exploratory Report
Team approved: 04-Dec-2017
IPR mode: RAND
TM Forum Approved: 04-Apr-2018
Date modified: 05-Apr-2018
Related Assets
- [IG1130]
Future TAM Impacts by SDN/NFV R15.0.1
Exploratory Report | 15 - [IG1132]
Digital Services Consumer Workforce Transformation R15.0.0
Exploratory Report | 15 - [TM]
Forum Information Framework Enhancements to Support ZOOM R15.0.1 (TR244)
Technical Report | 15 - [TR245]
Network Service Analysis: Virtual Content Delivery Network (vCDN) R15.0.0
Technical Report | 15 - [IG1133B]
NFV Procurement Survival Kit Overview R15.0.1
Exploratory Report | 15 - [IG1133A]
NFV Procurement Professionals' Briefing (Flyer) R15.0.1
Exploratory Report | 15 - [IG1133C]
Federated Catalogs for (Automated) Procurement - Orange Case Study R15.0.1
Exploratory Report | 15 - [RN353]
NFV Procurement Survival Kit Release Notes R15.0.1
Reference | 15 - [TR146]
TPC Taskforce Report: Lifecycle Compatibility v1.1
Technical Report | early - [IG1158]
Operations Center of the Future - Future Roles, Competencies and Culture R17.0.1
Exploratory Report | 17 - [IG1137A]
Development and Deployment in the Context of a Value Fabric: Joint Agile Delivery R17.0.1
Exploratory Report | 17 - [TAM]
Impacts by SDN/NFV: Detailed Analysis and Implementation SQA R17.0.1 (IG1130B)
Exploratory Report | 17.0, 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [TMF070A]
Hybrid Infrastructure Platform (HIP) Implementation and Deployment Blueprint R17.0.1
Specifications | 17 - [TMF070B]
Advanced Platform Deployment Blueprints R17.0.1
Specifications | 17 - [TMF070]
Implementation and Deployment Blueprints for Hybrid Environments R17.0.1
Specifications | 17 - [TMF071]
Terminology for Zero-touch Orchestration, Operations and Management R17.0.1
Specifications | 17 - [Deployment]
Integration Patterns and Best Practices for HIP: Overview R17.0.1 (TR263)
Technical Report | 17.0, 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 22.0, 22.5, 23.0, 23.5 - [TR263A]
Coordination Terminology and Classification of Associated Problems R17.0.1
Technical Report | 17.0, 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5 - [TR263D]
Platform Security and Policy Management R17.0.1
Technical Report | 17.0, 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [IG1153]
TOSCA for Onboarding and Lifecycle Management Automation R17.0.1
Exploratory Report | 17 - [Transformation]
Towards the Operations Center of the Future R17.0.1 (IG1144)
Exploratory Report | 17 - [Dynamic]
Network Slices Management and Business Models R17.0.1 (IG1152)
Exploratory Report | 17 - [TR255A]
Connectivity Patterns for Virtualization Management R17.0.1
Technical Report | 17 - [TR255B]
Specification Requirements for Resource Functions R17.0.1
Technical Report | 17 - [TR229A]
User Stories for Hybrid Infrastructure Platform R17.0.1
Technical Report | 17 - [TR262]
Hybrid Infrastructure Platform Blueprint R17.0.1
Technical Report | 17 - [TR269]
Onboarding Automation and Package Metadata R17.0.1
Technical Report | 17 - [Operations]
Center of the Future - Future Competencies, Roles and Culture R17.5.1 (IG1158)
Standard | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0 - [Flyer:]
Agile Intent-based Resource Management (Orchestration) in Hybrid Environments with ETSI MANO exemplar (IG1161A)
Standard | 17.5 - [Business]
Overview: Agile Intent-based Resource Management (Orchestration) in Hybrid Environments with ETSI MANO exemplar (IG1161B)
Standard | 17.5 - [Technical]
Overview: Agile Intent-based Resource Management (Orchestration) in Hybrid Environments with ETSI MANO exemplar (IG1161C)
Standard | 17.5 - [Overview:]
Agile Intent-based Resource Management in Hybrid Environments R17.5.1 (IG1161)
Suite | 17.5 - [TAM]
Impacts by SDN/NFV on Resource Domain R17.5.1 (IG1130C)
Exploratory Report | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [IG1137B]
Joint Agile Delivery (JAD) Service Assurance R17.5.1
Standard | 17.5 - [IG1141A]
Onboarding Automation: Package ID, Software Assets and License Management Support R17.5.1
Exploratory Report | 17.5 - [Management]
Platform Blueprint and Application to Hybrid Infrastructure R17.5.1 (TR262)
Technical Report | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5 - [IG1141]
Procurement and Onboarding of Virtualization Packages R17.5.1
Exploratory Report | 17.5 - [Impacts]
Of AI/ML On Operations R17.5.1 (IG1162)
Exploratory Report | 17.5 - [Context]
Management R17.5.1 (TR263E)
Technical Report | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [TR275]
Core Networking Resources Business Entities R17.5.1
Technical Report | 17.5 - [TR255]
Resource Function - Activation and Configuration R17.5.1
Technical Report | 17.5 - [TR255A]
Connectivity Patterns for Virtualization Management R17.5.1
Technical Report | 17.5 - [TR255C]
TOSCA Representation of Virtual Firewall R17.5.0
Technical Report | 17.5 - [RN361]
Release Notes for TR255 Resource Function Activation and Configuration R17.5.1
Reference | 17.5 - [TMF071]
Terminology for Zero-touch Orchestration, Operations and Management R17.5.1
Reference | 17.5 - [Implementation]
and Deployment Blueprints for Hybrid Environments R17.5.1 (TMF070)
Specifications | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [TR255B]
Specification Requirements for Resource Functions R17.5.1
Technical Report | 17.5 - [Hybrid]
Infrastructure Platform (HIP) Implementation and Deployment Blueprint R17.5.1 (TMF070A)
Specifications | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [Advanced]
Platform Deployment Blueprints R17.5.1 (TMF070B)
Specifications | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [Relationships]
to External Architectures R17.5.0 (TMF070C)
Specifications | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [Release]
Notes for TMF070 Hybrid Environment Implementation Blueprints R17.5.1 (RN360)
Reference | 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [IG1141B]
Onboarding Automation: VF Categorization and Orchestrateability R17.5.1
Exploratory Report | 17.5 - [RN365]
Release Notes for IG1141 Procurement and Onboarding Suite R17.5.1
Reference | 17.5 - [TMF637]
Product Inventory Management API REST Specification R18.0.1
Specifications | 18.0 - [TMF646]
Appointment API REST Specification R18.0.1
Specifications | 18.0 - [Service]
Inventory API SID Mapping R18.0.1 (TMF638A)
Best Practice | 18.0, 18.5, 19.0, 19.5, 20.0, 20.5 - [Service]
Ordering API SID Mapping R18.0.1 (TMF641A)
Best Practice | 18.0 - [TAM]
Impacts by SDN/NFV on Resource Domain R18.0.1 (IG1130D)
Exploratory Report | 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [Relationships]
Between the Concepts of Domain and Platform R18.0.1 (TR263F)
Technical Report | 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5 - [Network]
as a Service (NaaS) Requirements R18.0.1 (IG1169)
Exploratory Report | 18.0 - [Network]
as a Service (NaaS) Package R18.0.1 (IG1170)
Exploratory Report | 18.0 - [NaaS]
Network Model and Termination Point Composition Best Practice R18.0.0 (IG1165)
Best Practice | 18.0 - [RN365]
Release Notes for IG1141 Procurement and Onboarding Suite R18.0
Reference | 18.0 - [TR263]
Design and Implementation Patterns and Best Practices for HIP Suite
Suite | 20.0