Skip to main content

Report from the IAB Workshop on the Next Era of Network Management Operations (NEMOPS)
draft-iab-nemops-workshop-report-00

The information below is for an old version of the document.
Document Type
This is an older version of an Internet-Draft whose latest revision state is "Active".
Authors Wes Hardaker , Dhruv Dhody
Last updated 2025-01-29
RFC stream Internet Architecture Board (IAB)
Formats
Stream IAB state (None)
Consensus boilerplate Unknown
IAB shepherd (None)
draft-iab-nemops-workshop-report-00
Network Working Group                                        W. Hardaker
Internet-Draft                                                          
Intended status: Informational                                  D. Dhody
Expires: 2 August 2025                                   29 January 2025

   Report from the IAB Workshop on the Next Era of Network Management
                          Operations (NEMOPS)
                  draft-iab-nemops-workshop-report-00

Abstract

   The "Next Era of Network Management Operations (NEMOPS)" workshop was
   convened by the Internet Architecture Board (IAB) on December 3-5,
   2024 as a three-day online meeting.  It builds on a previous 2002
   workshop, the outcome of which was documented in RFC 3535 identifying
   14 operator requirements for consideration in future network
   management protocol design and related data models, along with some
   recommendations for the IETF.  Much has changed in the Internet’s
   operation and technological foundations since then.  The NEMOPS
   workshop reviewed the past outcomes and identified any operational
   barriers that prevented these technologies from being widely
   implemented.  It sketched new requirements for future network
   management operations collaboratively with the industry, network
   operators and protocol engineers, and developed a suggested action
   plan and recommendations for the IETF.

   Note that this document is a report on the proceedings of the
   workshop.  The views and positions documented in this report were
   expressed during the workshop by participants and do not necessarily
   reflect IAB's views and positions.

About This Document

   This note is to be removed before publishing as an RFC.

   The latest revision of this draft can be found at
   https://intarchboard.github.io/draft-iab-nemops-workshop-report/
   draft-iab-nemops-workshop-report.html.  Status information for this
   document may be found at https://datatracker.ietf.org/doc/draft-iab-
   nemops-workshop-report/.

   Source for this draft and an issue tracker can be found at
   https://github.com/intarchboard/draft-iab-nemops-workshop-report.

Hardaker & Dhody          Expires 2 August 2025                 [Page 1]
Internet-Draft           NEMOPS Workshop Report             January 2025

Status of This Memo

   This Internet-Draft is submitted in full conformance with the
   provisions of BCP 78 and BCP 79.

   Internet-Drafts are working documents of the Internet Engineering
   Task Force (IETF).  Note that other groups may also distribute
   working documents as Internet-Drafts.  The list of current Internet-
   Drafts is at https://datatracker.ietf.org/drafts/current/.

   Internet-Drafts are draft documents valid for a maximum of six months
   and may be updated, replaced, or obsoleted by other documents at any
   time.  It is inappropriate to use Internet-Drafts as reference
   material or to cite them other than as "work in progress."

   This Internet-Draft will expire on 2 August 2025.

Copyright Notice

   Copyright (c) 2025 IETF Trust and the persons identified as the
   document authors.  All rights reserved.

   This document is subject to BCP 78 and the IETF Trust's Legal
   Provisions Relating to IETF Documents (https://trustee.ietf.org/
   license-info) in effect on the date of publication of this document.
   Please review these documents carefully, as they describe your rights
   and restrictions with respect to this document.

Table of Contents

   1.  Introduction  . . . . . . . . . . . . . . . . . . . . . . . .   3
     1.1.  About this workshop report content  . . . . . . . . . . .   4
   2.  Outreach and Survey . . . . . . . . . . . . . . . . . . . . .   4
   3.  Workshop Scope and Discussion . . . . . . . . . . . . . . . .   5
     3.1.  Session I: Past (lookback, analysis)  . . . . . . . . . .   5
       3.1.1.  Reflections . . . . . . . . . . . . . . . . . . . . .   5
       3.1.2.  Lessons to be Learned . . . . . . . . . . . . . . . .   6
       3.1.3.  Discussion  . . . . . . . . . . . . . . . . . . . . .   6
     3.2.  Session II: Present (identified problems &
           requirements) . . . . . . . . . . . . . . . . . . . . . .   7
       3.2.1.  Operator Feedback . . . . . . . . . . . . . . . . . .   7
       3.2.2.  Survey  . . . . . . . . . . . . . . . . . . . . . . .   9
       3.2.3.  Discussion  . . . . . . . . . . . . . . . . . . . . .  10
     3.3.  Session III: Future (possible solutions, recommendations
           and next steps) . . . . . . . . . . . . . . . . . . . . .  10
       3.3.1.  Future Directions . . . . . . . . . . . . . . . . . .  10
       3.3.2.  Discussion  . . . . . . . . . . . . . . . . . . . . .  11
     3.4.  Key Takeaways . . . . . . . . . . . . . . . . . . . . . .  12

Hardaker & Dhody          Expires 2 August 2025                 [Page 2]
Internet-Draft           NEMOPS Workshop Report             January 2025

       3.4.1.  Ecosystem conclusions . . . . . . . . . . . . . . . .  12
       3.4.2.  Protocol conclusions  . . . . . . . . . . . . . . . .  12
       3.4.3.  Modeling conclusions  . . . . . . . . . . . . . . . .  13
       3.4.4.  Standardization conclusions . . . . . . . . . . . . .  14
       3.4.5.  Additional work needed  . . . . . . . . . . . . . . .  14
   4.  Informative References  . . . . . . . . . . . . . . . . . . .  14
   Appendix A.  Insights from Operator Feedback  . . . . . . . . . .  18
     A.1.  General Insights  . . . . . . . . . . . . . . . . . . . .  18
     A.2.  Data Models . . . . . . . . . . . . . . . . . . . . . . .  19
   Appendix B.  Key Recommendations from Operator Feedback . . . . .  19
   Appendix C.  Position Papers  . . . . . . . . . . . . . . . . . .  20
   Appendix D.  Workshop Participants  . . . . . . . . . . . . . . .  22
   Appendix E.  Workshop Program Committee . . . . . . . . . . . . .  22
   IAB Members at the Time of Approval . . . . . . . . . . . . . . .  22
   Acknowledgments . . . . . . . . . . . . . . . . . . . . . . . . .  22
   Authors' Addresses  . . . . . . . . . . . . . . . . . . . . . . .  22

1.  Introduction

   The IAB organized a workshop in 2002 to establish a dialog between
   network operators and protocol developers, and to guide IETF when
   working on network management protocols.  The outcome of that
   workshop was documented in the "Overview of the 2002 IAB Network
   Management Workshop" [RFC3535] which identified 14 operator
   requirements for consideration in future network management protocol
   design and related data models, along with some recommendations for
   the IETF.

   Those requirements were instrumental in developing first the NETCONF
   protocol (in the NETCONF Working Group) [RFC6241], the associated
   YANG data modeling language (in the NETMOD Working Group) [RFC7950],
   RESTCONF [RFC8040], and most recently CORECONF [I-D.ietf-core-comi].

   The recent NEMOPS IAB workshop focussed on the following key topics:

   *  Review the outcomes and results of the 2002 workshop (current
      deployments, state of the art) and identify any operational
      barriers that prevent these technologies from being widely
      implemented (limitations, hurdles).

   *  Sketch new requirements for future network management operations
      in a collaborative manner with the industry, network operators,
      and protocol engineers.

   *  Develop a plan of action and recommendations for the IETF.

Hardaker & Dhody          Expires 2 August 2025                 [Page 3]
Internet-Draft           NEMOPS Workshop Report             January 2025

1.1.  About this workshop report content

   The Internet Architecture Board (IAB) holds occasional workshops
   designed to consider long-term issues and strategies for the
   Internet, and to suggest future directions for the Internet
   architecture.  This long-term planning function of the IAB is
   complementary to the ongoing engineering efforts performed by working
   groups of the Internet Engineering Task Force (IETF).

   This document is a report on the proceedings of the workshop.  The
   views and positions documented in this report are expressed during
   the workshop by participants and do not necessarily reflect IAB's
   views and positions.

   Furthermore, the content of the report comes from presentations given
   by workshop participants and notes taken during the discussions,
   without interpretation or validation.  Thus, the content of this
   report follows the flow and dialogue of the workshop but does not
   necessarily attempt to capture a consensus, unless stated otherwise.

2.  Outreach and Survey

   There has been a noticeable decline in the direct participation of
   network operators in the IETF and its associated discussions on
   network management protocols and operations.  Many operators
   prioritize operational conferences over standards development
   organizations (SDOs), such as RIPE, NANOG, APRICOT, LACNIC, AutoConn,
   etc.

   To address this, the IAB workshop's Program Committee (PC) planned
   outreach initiatives to foster discussions and gather interest by
   engaging with operators at these venues and conducting information/
   requirement-gathering sessions.  Participants were encouraged to
   submit 'position papers' or 'expressions of interest' to join the
   workshop.  Additionally, a survey [SURVEY] was conducted to collect
   valuable insights to inform the workshop.

   The PC continues to engage with network operators after the workshop
   to facilitate information sharing and gather their feedback, helping
   to shape the next steps and outcomes of the workshop.

Hardaker & Dhody          Expires 2 August 2025                 [Page 4]
Internet-Draft           NEMOPS Workshop Report             January 2025

3.  Workshop Scope and Discussion

   The workshop was organized across three days with all-group
   discussion slots, one per day.  The following topic areas were
   identified and the program committee organized paper submissions into
   three main themes for each of the three discussion slots.  During
   each discussion, those papers were presented sequentially with open
   discussion held at the end of each day.  On the last day, a
   discussion on the key takeaways from the workshop and possible next
   steps took place.

3.1.  Session I: Past (lookback, analysis)

   The first day of the workshop focused on reflecting on the past by
   reviewing the evolution of network management since the 2002
   workshop, analyzing both the successes and the challenges encountered
   along the way.  The presentations covered a range of topics,
   including reflections on the history of network management, lessons
   learned from widely used tools, practices in constrained networks,
   and the need to reconsider how network management models and
   protocols are standardized within the IETF.

3.1.1.  Reflections

   The workshop began by reflecting on the IAB’s role in shaping the
   evolution of network management away from CLI/SNMP/MIB, focusing on
   the context and key outcomes of the previous workshop, an assessment
   of the current state, and an acknowledgement of some regrets (such as
   XML as the data representation format).  [SCHONWALDER] emphasized the
   need to shift the focus from device-level configuration to network
   and service-level configuration.  Key properties highlighted for
   effective network and service configurations included being
   Composable (assembled out of modular configurations), Declarative
   (define state while systems determine themselves how to move to it),
   Reproducible (reliably and consistently recreated), and Verifiable
   (tools to verify properties).

   An operator’s perspective highlighted that the recommendations of
   [RFC3535] (which led to the development of YANG and NETCONF) have
   been successful in addressing device configuration.  In certain
   areas, the advancements in semantics and protocols for streaming
   telemetry have even surpassed the original scope of [RFC3535].
   [LARSSON] cautioned against making changes that could disrupt the
   ecosystem.  The presentation emphasized the need to prioritize
   service modeling in the IETF and addressed the challenges of mapping
   to the Business Support Systems (BSS) domain.  It also stressed the
   importance of including the operational state in service models to
   enable closed-loop automation for end-to-end (E2E) services.

Hardaker & Dhody          Expires 2 August 2025                 [Page 5]
Internet-Draft           NEMOPS Workshop Report             January 2025

   Revisiting [RFC8309], which asserts that the operational state of a
   service is not part of a customer service model but can be achieved
   through extensions, was suggested.  Additionally, the lack of open-
   source NMS implementations, tools, and device model implementations
   was identified as a significant barrier to advancing standardization
   efforts.  The IETF could play a key role in fostering and enabling
   collaborations to address these challenges including an off-box
   translation tool of the IETF device model to vendor proprietary
   models.

3.1.2.  Lessons to be Learned

   [HARDAKER] emphasized that the success of Net-SNMP [NET-SNMP] was
   driven by empowering users through simplicity.  He stressed that the
   focus should remain on ensuring ease of use and adaptability of the
   protocols.  Emphasis was placed on the two distinct audiences for
   standardized network management protocols: toolkit vendors and system
   operators.  Their requirements for protocol simplicity differ, and it
   is essential to address the needs of both to ensure success.
   [BORMANN] presented an overview of the CORECONF architecture,
   showcasing how model-driven network management techniques can be
   applied to manage IoT devices (which is different from other network
   management scenarios), with a focus on the unique characteristics of
   constrained nodes.  Some participants noted that the binary encoding
   of CBOR has applications that extend beyond the IoT networks.

   Drawing from the experience of OpenConfig [OPENCONFIG], [SHAKIR]
   emphasized that protocol definition and data models cannot be done in
   isolation.  It must integrate lessons learned from implementation and
   large-scale deployment.  He highlighted the importance of enabling
   quick iterations, shipping rapidly, embracing open-source, readily
   available tools, adopting systems thinking driven by business
   outcomes, and reusing existing technologies rather than developing
   solutions exclusively for operator network management.  A call was
   made for IETF to rethink the approach to standardize data models and
   the associated network management protocols.

3.1.3.  Discussion

   The open discussion highlighted the divergence between vendor
   implementations of YANG models and what is accessible via it,
   particularly when compared to CLI.  Questions about how to implement
   the fast iterations and rapid changes characteristic within the IETF
   standards process, particularly in comparison to the approach used by
   OpenConfig.  Common challenges identified included lack of tooling,
   performance issues at scale, the steep learning curve for network
   management protocols/models/tools, initial difficulty in moving away
   from CLI, and the backward compatibility of models (versioning).

Hardaker & Dhody          Expires 2 August 2025                 [Page 6]
Internet-Draft           NEMOPS Workshop Report             January 2025

   Some participants suggested that the IETF should focus on system-
   level APIs that address specific problems.  Additionally, the lack of
   simple tools for smaller networks operating under tight timelines and
   budgets was emphasized.  A key question raised was whether the
   proliferation of protocols and languages complicates adoption, and if
   converging on a single approach would improve adoption.  The
   existence of multiple schemas and protocols beyond NETCONF, such as
   BMP and IPFIX, to address network management challenges beyond
   configuration is an established reality.  What is required is a
   mechanism to interconnect and harmonize these schemas to provide a
   cohesive and comprehensive understanding of the data.

3.2.  Session II: Present (identified problems & requirements)

   The second day of the workshop concentrated on challenges and
   emerging requirements for future network management operations.  The
   presentation emphasized the importance of validation, observability,
   automation, and the need for agile, incremental development of both
   network models and management protocols.  A compilation of new
   requirements is being maintained in
   [I-D.boucadair-nmop-rfc3535-20years-later].  The final presentation
   of the day provided a summary of the survey results and operator
   feedback gathered from outreach events.

3.2.1.  Operator Feedback

   [KELLER] shared Deutsche Telekom’s perspective, emphasizing that
   while YANG models perform well for provisioning, they currently fall
   short in providing the operational stability required for validation.
   Achieving fully closed-loop automated and autonomous networking will
   require a greater focus on observability, particularly through
   advancements in streaming telemetry with "on-change".

   [JIMENEZ] discussed the challenges associated with the SDN Transport
   Automation Platform, including observability and analytics
   requirements, issues with data streaming, scalability, diverse models
   in heterogeneous multi-vendor environments, and mechanisms to secure
   the network management protocols.  The presentation also emphasized
   how advancements in AI and machine learning, along with the potential
   adaptation of protocols designed for constrained environments, could
   drive the next evolution in network management.

Hardaker & Dhody          Expires 2 August 2025                 [Page 7]
Internet-Draft           NEMOPS Workshop Report             January 2025

   Using YANG-Push as an example, [GRAF] highlights how standards
   development often fails to align with the needs of network operators,
   the constraints of network vendors, and the integration requirements.
   Most critically, it lacks an agile, incremental development process.
   The presentation advocated for adopting an iterative approach to
   standards development, focusing on delivering minimal viable products
   as part of the process.

   [CONTRERAS] emphasized reassessing deployment assumptions and
   incorporating updated operator requirements.  The authors are
   addressing these aspects through
   [I-D.boucadair-nmop-rfc3535-20years-later], leveraging feedback and
   discussions from the workshop.  Some key requirements highlighted
   were:

   *  Network softwarization can only happen with a strong, committed
      standardization effort, complemented by active involvement in
      opensource projects that facilitate access to code.

   *  Need to rationalize the DM space and avoid redundant efforts.
      Unlike service and network models, IETF-defined device models are
      not widely implemented.

   *  Define a reference approach/process for service exposure discovery
      (APIs discovery).

   *  Outlines set of recommendations for core/key features, along with
      appropriate justifications, will help foster more implementations
      that meet operators’ needs.

   *  Need for a reference specification to translate YANG-based data
      into the knowledge graph (KG).

   *  Consider approaches for YANG models to scale.

   *  Consider programmatic approaches to ensure lossless mappings
      between service/network/device data models.

   *  Consider approaches to ensure reuse/consistent data structure
      across various NM segments.

   *  Some networks have specific network management requirements such
      as the need for asynchronous operations or constraints on data
      compactness.

   *  Necessity to handle the heterogeneity of data, configuration, and
      network management/requirements.  Resolving such issues could draw
      on insights from parallel technical fields such as knowledge

Hardaker & Dhody          Expires 2 August 2025                 [Page 8]
Internet-Draft           NEMOPS Workshop Report             January 2025

      engineering practices and concepts associated with Linked Data in
      the Semantic Web, areas where it is common to manage problems of
      heterogeneity and data reconciliation across various application
      domains.

   *  Consider having YANG as part of the protocol specification/change
      where possible, or have the YANG document progress in parallel.

   *  Need to ease the integration of low-level/network-oriented
      solutions with native "IT tooling"

   *  Ease exposure of libraries and host tools (e.g., yangkit) to ease
      integration.

   *  Focus on tooling is needed, especially on the client side.

   *  Create an eco-system where data and networking engineers can
      collaborate.

   *  The distinct approaches followed in both the compute and the
      network environments to define suitable mechanisms for enabling an
      efficient interplay, while highly automating the overall service
      delivery procedure.

   *  The target application/applicability of a network management
      approach should be documented.

   *  Readily available API specifications could be generalized from
      YANG modules for fast development, prototyping, and validation.

3.2.2.  Survey

   As outlined in Section 2, the workshop program committee organized
   outreach initiatives to gather direct feedback and conducted a
   survey.  [SURVEY-INSIGHTS] provided an overview of the respondents’
   backgrounds, as well as insights into the most widely used tools,
   protocols, and APIs for configuration, monitoring, and other network
   operations.  Notably, the survey revealed that Ansible and CLI are
   the most popular configuration tools, NetConf is the preferred
   configuration protocol, and Prometheus and SNMP are widely used for
   monitoring.  The survey also captured feedback on network automation
   and streaming telemetry.  Issues and future requirements such as
   scalability, performance, the need for easier mapping of various
   models, tooling, management of legacy devices, collaboration with
   open-source, and vendor-specific issues were highlighted.
   Additionally, valuable insights from direct operator feedback were
   also presented (see Appendix A).

Hardaker & Dhody          Expires 2 August 2025                 [Page 9]
Internet-Draft           NEMOPS Workshop Report             January 2025

3.2.3.  Discussion

   The open discussion featured feedback from implementers, highlighting
   the difficulty in moving to YANG and mapping to vendor
   implementations and how divergence in the implementations creates
   complexity and necessitates workarounds.  It is necessary to support
   standard models alongside native vendor models, which adds complexity
   and leads to confusion.  Challenges were highlighted in mapping
   standard models to internal device models and legacy devices, with
   some cases where mapping is not feasible at all (device-specific
   knobs).  The conversation also emphasized the importance of
   developing open-source reference implementations, compliance and
   interoperability testing for vendors, and better quality of vendor
   implementation and documentation.  The implementation and support of
   multiple models (IETF, OpenConfig, and native) is an unavoidable
   reality in network management.  Additionally, since the services
   offered by operators vary significantly, reaching a consensus on a
   common service model within the IETF can be a challenging task.  It
   was also noted that the IETF should expedite the publication of
   standards as well as consider gating them with multiple interoperable
   implementations.

3.3.  Session III: Future (possible solutions, recommendations and next
      steps)

   The final day of the workshop centred on exploring potential future
   solutions and identifying key takeaways, recommendations, and next
   steps.  Initial presentations covered topics such as the use of the
   Knowledge Graph Framework and concrete suggestions for future
   directions.  To conclude the workshop, the chairs worked to summarize
   the key takeaways (see Section 3.4) that garnered consensus among the
   participants.

3.3.1.  Future Directions

   [CLAISE] highlighted the challenges of integrating data models across
   different silos, protocols, and data structures, emphasizing the need
   for a machine-readable approach to expose semantics.  Additionally,
   the related tools being developed and showcased in the Hackathon,
   along with the various challenges in mapping across protocols and
   models, were discussed.  A potential solution was proposed using a
   knowledge graph based on the Semantic Web Stack, along with the need
   to define a basic ontology for the networking domain in an iterative
   manner (outside of RFCs).  [WATSEN] recommends prioritizing the
   following areas and made four recommendations: (1) RESTCONF+JSON
   (including YANG-Push Lite) as a single protocol beyond network
   management, (2) Network Management Datastore Architecture (NMDA)
   model, (3) Data Model Adapters (off-box so that common standard

Hardaker & Dhody          Expires 2 August 2025                [Page 10]
Internet-Draft           NEMOPS Workshop Report             January 2025

   models can be developed in parallel to the required device "native"
   models), and (4) Device Protocol Adapters (with RESTCONF-like NBI for
   a common shared-by-all repository).  [WILTON] recommends reducing
   unnecessary complexity, delivering timely solutions, fostering open
   collaboration between vendors and operators, prioritizing simplicity,
   and converging to a single model/protocol (though that is hard to
   do).  Practical suggestions include focusing on YANG-Push Lite,
   introducing YANG 2.0 through incremental updates, developing
   NETCONFv2, and managing IETF YANG models as code or APIs rather than
   embedding them within RFCs.

3.3.2.  Discussion

   The open discussion delved into the absence of NMDA in OpenConfig and
   if it is needed and its complexity, the history of introducing gNMI
   in the IETF (whether RESTCONF offer any advantage over it), and the
   challenges of building consensus on the common ground takes time
   (without shortcutting the consensus building process) and converging
   on a single protocol (and it is practical).  Emphasize off-box
   adapters, allowing vendors to continue innovating and developing
   native models rapidly.  Meanwhile, standard model mapping to native
   models can be maintained in a common repository, enabling the
   community to assess coverage and alignment.  Further, the discussion
   explored alternative approaches to YANG models within the IETF
   outside of RFCs, such as leveraging GitHub to accelerate the process
   (along with the challenges associated with it), living documents
   within the WG charter, and supporting academia to take up the open
   source efforts such as device adapters.  The discussion emphasized
   the need for process experimentation, particularly at the working
   group or area level where we could have consensus among the YANG/OPS
   community on how we iterate in WGs without IETF/RFC-wide changes but
   making sure the operators are involved in the process.  Is YANG
   applicable beyond network management?  Can applications adopt YANG as
   a modelling language to define their services?

   Some topics absent from the workshop discussions included tooling
   (what is currently missing) and strategies to support tool
   development (who pays, who develops, who maintains).  The primary
   focus of the discussion was on YANG and NETCONF/RESTCONF, while
   several other network management protocols and techniques currently
   used received little attention during the workshop.  The discussion
   on future directions prioritized improving existing solutions rather
   than introducing entirely new ones (such as enabling intelligence in
   network management).  Some key recommendations made by operators
   during outreach Section 2 are listed at Appendix B.

Hardaker & Dhody          Expires 2 August 2025                [Page 11]
Internet-Draft           NEMOPS Workshop Report             January 2025

3.4.  Key Takeaways

   At the end of the third day, the discussion turned to key takeaways
   that have high-level consensus which were live edited during the last
   discussion of the workshop.  In the process of discussion, there were
   some realizations where additional work was also needed.

   [Note at this point, these are cut and pasted from the slides and not
   properly edited/cleaned/moved around]

3.4.1.  Ecosystem conclusions

   These takeaways try to document the general thinking of the
   participants with respect to the entire Network Management ecosystem
   as it exists today.

   1.  The current network management protocols, models and tools still
       fail the ‘ease of use’ requirement.  Participants noted that the
       tools almost matter more than the protocols.

   2.  The overall ecosystem is still fragmented for both protocols and
       data models.  SNMP is still used extensively for monitoring, and
       the CLI is still heavily relied on in many networks.  Popular
       protocols include SNMP, CLI, NETCONF, RESTCONF, gNMI, etc.

   3.  Documentation about the architecture and usage of the network
       management ecosystem is lacking.  More work is needed to create
       general architecture documentation, deployment guides, tutorials,
       training material, and getting started guides.

   4.  Transitioning between network management frameworks is
       challenging, just like it is for transitioning between other
       protocols like IPv4 to IPv6.

   5.  Model-driven network management is generally a success where it
       is implemented and possible to use.

   6.  More easily usable network management tools for the operators are
       needed.  The lack of open-source tools is seen as a barrier to
       adoption.  Tools need good use cases, example flows and better
       analysis of when and how they work and have been successful.

3.4.2.  Protocol conclusions

   1.  Netconf and YANG are not used much for monitoring tasks.

   2.  Netconf and YANG do not have full coverage on many devices.

Hardaker & Dhody          Expires 2 August 2025                [Page 12]
Internet-Draft           NEMOPS Workshop Report             January 2025

   3.  Polling-based solutions are still frequently deployed.

   4.  Full coverage of NetConf support on devices does not exist today.

   5.  Polling-based solutions are still frequently deployed.  Push-
       based solutions are often desired but are not yet widely
       available.

   6.  False: Netconf for configuration has been successful in some
       larger-scale deployment

       1.  Let’s discuss this further on the list

       2.  Service config?

   7.  False: Full device control and configuration frequently requires
       CLI and screen scraping

3.4.3.  Modeling conclusions

   1.  Some YANG models can become too complex, though not as a fault of
       the language.

   2.  Multi-vendor compatibility support is required.

   3.  Even vendor-specific features, not just standardized protocol
       features, need to be exposed through network management protocols
       for a network management ecosystem to be viable.

   4.  Greater support for service-level modeling is needed.  Device
       level modeling can be a building block to achieve a sufficient
       service-level model but is not a complete solution by itself.

   5.  Network configuration needs to be verifiable to ensure any
       potential changes can be accepted by devices.  Model translation
       adapters (likely performed on the management station not the end
       device) may be the best path forward to simultaneously achieve
       this and a goal of supporting one configuration set across a
       diversity of devices with different internal models.

   6.  Full coverage of YANG models on all devices does not exist today.

Hardaker & Dhody          Expires 2 August 2025                [Page 13]
Internet-Draft           NEMOPS Workshop Report             January 2025

3.4.4.  Standardization conclusions

   1.  A methodology of rapid model development procedures is needed to
       ensure model deployment can keep pace with new feature
       deployment.  We need a solution that significantly increases the
       speed and predictable timeline for developing and publishing
       models within the IETF.  New approaches and methods to make
       models live outside of published RFCs should be explored.  An
       experiment should be started to test a new rapid development
       approach.

   2.  Protocol and model complexity should be reduced to keep additions
       and changes to a minimal set of agreed-upon core features.

   3.  More standardization focus is needed on the scalability of the
       different roles of network management: monitoring, configuration,
       notifications.

   4.  Enhancements to network management protocols and models need to
       be backed by real-world operator use cases and expected adoption
       by vendors.  Vendors and operators will need to work together to
       ensure these goals are appropriately met.

3.4.5.  Additional work needed

   Here we list the things that the group realized needed significantly
   more attention in order to come to a conclusion.

4.  Informative References

   [BLESS]    Bless, R., "An Invariant for Future Resilient Network
              Management Operations", November 2024,
              <https://www.ietf.org/slides/slides-nemopsws-paper-an-
              invariant-for-future-resilient-network-management-
              operations-00.pdf>.

   [BORMANN]  Bormann, C., "CORECONF: Managing IoT Devices with YANG
              Models", November 2024, <https://www.ietf.org/slides/
              slides-nemopsws-paper-coreconf-managing-iot-devices-with-
              yang-models-00.pdf>.

   [CLAISE]   Claise, B., Graf, T., Keller, H., Voyer, D., Lucente, P.,
              Lopez, D., Martinez-Casanueva, I., Peters, B., Fasano, P.,
              Ran, P., Cheng, W., and M. Mackey, "Knowledge Graph
              Framework for Network Operations", November 2024,
              <https://www.ietf.org/slides/slides-nemopsws-paper-
              knowledge-graph-framework-for-network-operations-00.pdf>.

Hardaker & Dhody          Expires 2 August 2025                [Page 14]
Internet-Draft           NEMOPS Workshop Report             January 2025

   [CONTRERAS]
              Boucadair, M., Contreras, L. M., Gonzalez de Dios, O.,
              Graf, T., Rahman, R., and L. Tailhardat, "RFC 3535, 20
              Years Later: An Update of Operators Requirements on
              Network Management Protocols and Modelling", October 2024,
              <https://www.ietf.org/slides/slides-nemopsws-paper-
              rfc3535-years-later-an-update-of-operators-requirements-
              on-network-management-protocols-and-modelling-00.pdf>.

   [ECKERT]   Eckert, T. and M. Richardson, "Resilient Remote
              Manageability of Wide-Area Network Infrastructures",
              November 2024, <https://www.ietf.org/slides/slides-
              nemopsws-paper-resilient-remote-managability-of-wide-area-
              network-infrastructures-00.pdf>.

   [FOROUGHI] Foroughi, P. and L. Ciavaglia, "Projecting Data Mesh to
              Model-driven Telemetry: A Path to Data Ecosystem’s
              Management Operations", November 2024,
              <https://www.ietf.org/slides/slides-nemopsws-paper-
              projecting-data-mesh-to-model-driven-telemetry-a-path-to-
              data-ecosystems-management-operations-00.pdf>.

   [GIRALT]   Contreras, L. M., Schott, R., Randriamasy, S., Yang, R.,
              and J. Ros-Giralt, "Towards a Unified Compute and
              Communication Infrastructure for Application and Network
              Management", November 2024, <https://www.ietf.org/slides/
              slides-nemopsws-paper-towards-a-unified-compute-and-
              communication-infrastructure-for-application-and-network-
              management-00.pdf>.

   [GRAF]     Graf, T., Keller, H., Voyer, D., Lucente, P., Claise, B.,
              Wilton, R., Huang-Feng, A., and P. Francois, "Agile
              Incremental Driven Development for Network Management",
              November 2024, <https://www.ietf.org/slides/slides-
              nemopsws-paper-agile-incremental-driven-development-for-
              network-management-01.pdf>.

   [GUDI]     Gudi, M., Pelov, A., Toutain, L., and J. Bonnin, "Evolving
              Network Management Architecture: Integrating CORECONF with
              NETCONF for Efficient Telemetry and Management", November
              2024, <https://www.ietf.org/slides/slides-nemopsws-paper-
              evolving-network-management-architecture-integrating-
              coreconf-with-netconf-for-efficient-telemetry-and-
              management-00.pdf>.

Hardaker & Dhody          Expires 2 August 2025                [Page 15]
Internet-Draft           NEMOPS Workshop Report             January 2025

   [HARDAKER] Hardaker, W., "Lessons Learned from 30 Years of Net-SNMP",
              November 2024, <https://www.ietf.org/slides/slides-
              nemopsws-paper-lessons-learned-from-30-years-of-net-snmp-
              00.pdf>.

   [I-D.boucadair-nmop-rfc3535-20years-later]
              Boucadair, M., Contreras, L. M., de Dios, O. G., Graf, T.,
              Rahman, R., and L. Tailhardat, "RFC 3535, 20 Years Later:
              An Update of Operators Requirements on Network Management
              Protocols and Modelling", Work in Progress, Internet-
              Draft, draft-boucadair-nmop-rfc3535-20years-later-06, 25
              November 2024, <https://datatracker.ietf.org/doc/html/
              draft-boucadair-nmop-rfc3535-20years-later-06>.

   [I-D.ietf-core-comi]
              Veillette, M., Van der Stok, P., Pelov, A., Bierman, A.,
              and C. Bormann, "CoAP Management Interface (CORECONF)",
              Work in Progress, Internet-Draft, draft-ietf-core-comi-19,
              3 November 2024, <https://datatracker.ietf.org/doc/html/
              draft-ietf-core-comi-19>.

   [JIMENEZ]  Jiménez, J., "Managing IoT Devices with LwM2M", November
              2024, <https://www.ietf.org/slides/slides-nemopsws-paper-
              managing-iot-devices-with-lwmm-00.pdf>.

   [KELLER]   Warnke, N., Geib, R., Horneffer, M., and H. Keller,
              "NEMOPS: RFC3535 and the forgotten word — Or Provisioning
              is only a subset of Network Management", November 2024,
              <https://www.ietf.org/slides/slides-nemopsws-nemops-
              rfc3535-and-the-forgotten-word-00.pdf>.

   [LARSSON]  Larsson, K., Lambrechts, K., and I. Farrer, "RFC3535, 20
              Years Later from an Operator's Perspective (Deutsche
              Telekom)", November 2024, <https://www.ietf.org/slides/
              slides-nemopsws-paper-rfc3535-years-later-from-an-
              operators-perspective-deutsche-telekom-00.pdf>.

   [MARTINEZ] Martinez-Casanueva, I., "IAB NEMOPS Position Paper -
              Telefonica", November 2024, <https://www.ietf.org/slides/
              slides-nemopsws-paper-iab-nemops-position-paper-
              telefonica-00.pdf>.

   [NET-SNMP] "Net-SNMP", n.d., <http://www.net-snmp.org/>.

   [OPENCONFIG]
              "OpenConfig", n.d., <https://www.openconfig.net/>.

Hardaker & Dhody          Expires 2 August 2025                [Page 16]
Internet-Draft           NEMOPS Workshop Report             January 2025

   [RFC3535]  Schoenwaelder, J., "Overview of the 2002 IAB Network
              Management Workshop", RFC 3535, DOI 10.17487/RFC3535, May
              2003, <https://www.rfc-editor.org/rfc/rfc3535>.

   [RFC6241]  Enns, R., Ed., Bjorklund, M., Ed., Schoenwaelder, J., Ed.,
              and A. Bierman, Ed., "Network Configuration Protocol
              (NETCONF)", RFC 6241, DOI 10.17487/RFC6241, June 2011,
              <https://www.rfc-editor.org/rfc/rfc6241>.

   [RFC7950]  Bjorklund, M., Ed., "The YANG 1.1 Data Modeling Language",
              RFC 7950, DOI 10.17487/RFC7950, August 2016,
              <https://www.rfc-editor.org/rfc/rfc7950>.

   [RFC8040]  Bierman, A., Bjorklund, M., and K. Watsen, "RESTCONF
              Protocol", RFC 8040, DOI 10.17487/RFC8040, January 2017,
              <https://www.rfc-editor.org/rfc/rfc8040>.

   [RFC8309]  Wu, Q., Liu, W., and A. Farrel, "Service Models
              Explained", RFC 8309, DOI 10.17487/RFC8309, January 2018,
              <https://www.rfc-editor.org/rfc/rfc8309>.

   [SCHARF]   Scharf, M., "Network Management Challenges for IP-based
              Cyber-Physical Networks", November 2024,
              <https://www.ietf.org/slides/slides-nemopsws-paper-
              network-management-challenges-for-ip-based-cyber-physical-
              networks-00.pdf>.

   [SCHONWALDER]
              Schönwälder, J., "Composable, Declarative, Reproducible,
              Verifiable Network and Service Configurations", November
              2024, <https://www.ietf.org/slides/slides-nemopsws-paper-
              composable-declarative-reproducible-verifiable-network-
              and-service-configurations-00.pdf>.

   [SHAKIR]   Shakir, R., "Rethinking Standardisation of Network
              Management", September 2024, <https://www.ietf.org/slides/
              slides-nemopsws-paper-rethinking-standardisation-of-
              network-management-00.pdf>.

   [SURVEY]   "Next Era of Network Management Operations (NEMOPS)
              workshop survey", October 2024,
              <https://ietf.iad1.qualtrics.com/jfe/form/
              SV_9vQxBRiZqDntarc>.

Hardaker & Dhody          Expires 2 August 2025                [Page 17]
Internet-Draft           NEMOPS Workshop Report             January 2025

   [SURVEY-INSIGHTS]
              "Insights from Operator Survey & Outreach", December 2024,
              <https://datatracker.ietf.org/meeting/interim-2024-
              nemopsws-02/materials/slides-interim-2024-nemopsws-02-
              sessa-6-insights-from-operator-outreach-survey-03.pdf>.

   [WATSEN]   Watsen, K., "Four Thoughts for How to Improve Network
              Management for Operators", November 2024,
              <https://www.ietf.org/slides/slides-nemopsws-nemops-
              position-paper-kent-watsen-00.pdf>.

   [WILTON]   Wilton, R. and N. Corran, "Device Network Management -
              Current Status, and Future Direction", November 2024,
              <https://datatracker.ietf.org/doc/slides-nemopsws-paper-
              device-network-management-current-status-and-future-
              direction/>.

Appendix A.  Insights from Operator Feedback

   [TODO: Check if this is useful in the RFC or should it be removed]

A.1.  General Insights

   1.  In network deployments, operations are typically at the bottom of
       the ladder.  It's the most squeezed for time and resources.
       Network engineers are not typically seasoned developers.  The
       development of needed in-house tools often takes years to
       develop.  There is a need for tools that are easy to use and just
       work.

   2.  Vast majority of smaller operators use CLI and open source to
       manage their networks.

   3.  There is debate fatigue.  The protocol/model debate is a
       recurring conversation.  The problem isn’t going away.

   4.  It was suggested that other domains (e.g., K8N/automation) are
       years ahead of the current network engineering stack.

   5.  Support for multiple friendly, stable and feature rich libraries
       for programming languages is needed.  Many DevOps routines use
       shell scripts, others use a high-level programming language.  In
       any case, on the client side, multiple programming languages are
       used.

   6.  Screen scraping is both necessary and evil.  This most often
       occurs when interacting with a device having only a CLI.

Hardaker & Dhody          Expires 2 August 2025                [Page 18]
Internet-Draft           NEMOPS Workshop Report             January 2025

   7.  It was noted that there could be an outreach to Academia to
       establish programs to teach lessons using modern management
       stacks, and then a new generation of engineers could be helping
       to improve tooling and automation, with university (and/or IETF)
       hackathons.

A.2.  Data Models

   1.  In some network deployments, the focus is solely on service-level
       models, such that device-level protocols and device-level models
       are unimportant.  This assumes the existence of a device
       adaptation layer to transcode service-level models to device-
       level models and conform to the device-specific protocol.

   2.  There is a need for solutions to not hide vendor-specific knobs.
       Currently, vendors compete by differentiating their offerings in
       unique ways.  The reason why an Operator may choose a particular
       vendor is because of its differentiating features.  Whilst
       standard models enable conformance, they must not hide the
       vendor-specific knobs.  YANG deviations are a partial solution to
       not hiding vendor knobs.

   3.  It was emphasized that streaming telemetry requires picking a
       model and sticking with it.  It is quite a commitment and the
       current environment makes the decision harder.

   4.  It was noted that IETF's focus should be on defining abstract/
       service-level data models since it is the only thing the
       community may ever agree on.

   5.  There was a point about navigating non-device-specific models
       being difficult.  If understood correctly, the Network Engineer
       knows the CLI command but has trouble grepping for it in YANG
       modules defined by SDOs.

   6.  There was a wish that IETF and OpenConfig models would merge.

Appendix B.  Key Recommendations from Operator Feedback

   Various recommendations were made by the operators during the
   outreach events.  The key ones presented during the workshop were
   (there were lot more collected):

   *  Everyone: Continue to focus on model-driven management as a means
      to achieve automation.

   *  SDOs: Re-introduce “running code” as part of the specification
      verification process.

Hardaker & Dhody          Expires 2 August 2025                [Page 19]
Internet-Draft           NEMOPS Workshop Report             January 2025

   *  Operators: Be actively involved with the “running code” efforts.

   *  IETF: Recommend a solution stack for common use cases.

   *  Ambassadors: Evangelize the recommended solution stack for common
      cases.

   *  Vendors: Support the recommended approach to solution stack for
      common cases.

Appendix C.  Position Papers

   20 position papers were submitted to the workshop call for papers.
   All papers are available at
   https://datatracker.ietf.org/group/nemopsws/materials/
   (https://datatracker.ietf.org/group/nemopsws/materials/).

   This is the list of all papers:

   *  J Schönwälder: Composable, Declarative, Reproducible, Verifiable
      Network and Service Configurations [SCHONWALDER]

   *  K.  Larsson, K.  Lambrechts, and I.  Farrer: RFC3535, 20 Years
      Later from an Operator’s Perspective (Deutsche Telekom) [LARSSON]

   *  W.  Hardaker: Lessons Learned from 30 Years of Net-SNMP [HARDAKER]

   *  C.  Bormann: CORECONF: Managing IoT Devices with YANG Models
      [BORMANN]

   *  R.  Shakir: Rethinking Standardisation of Network Management
      [SHAKIR]

   *  N.  Warnke, R.  Geib, M.  Horneffer, and H.  Keller: NEMOPS:
      RFC3535 and the forgotten word — Or Provisioning is only a subset
      of Network Management [KELLER]

   *  J.  Jiménez, S.  Mansfield, R.  Rodriguez A., M.  Pesonen, V.
      Torvinen, and J.  Karvonen: Evolving Challenges and Solutions in
      Network Management [JIMENEZ]

   *  M.  Boucadair, L.  M.  Contreras, O.  Gonzalez de Dios, T.  Graf,
      R.  Rahman, and L.  Tailhardat: RFC 3535, 20 Years Later: An
      Update of Operators Requirements on Network Management Protocols
      and Modelling [CONTRERAS]

Hardaker & Dhody          Expires 2 August 2025                [Page 20]
Internet-Draft           NEMOPS Workshop Report             January 2025

   *  T.  Graf, H.  Keller, D.  Voyer, P.  Lucente, B.  Claise, R.
      Wilton, A.  Huang-Feng, and P.  Francois: Agile Incremental Driven
      Development for Network Management [GRAF]

   *  B.  Claise, T.  Graf, H.  Keller, D.  Voyer, P.  Lucente, D.
      Lopez, I.  D.  Martinez-Casanueva, B.  Peters, P.  Fasano, P.
      Ran, W.  Cheng, and M.  Mackey: Knowledge Graph Framework for
      Network Operations [CLAISE]

   *  K.  Watsen: Four Thoughts for How to Improve Network Management
      for Operators [WATSEN]

   *  R.  Wilton and N.  Corran: Device Network Management: Current
      Status and Future Direction [WILTON]

   *  M.  Gudi, A.  Pelov, L.  Toutain, and J.-M.  Bonnin: Evolving
      Network Management Architecture: Integrating CORECONF with NETCONF
      for Efficient Telemetry and Management [GUDI]

   *  P.  Foroughi and L.  Ciavaglia: Projecting Data Mesh to Model-
      driven Telemetry: A Path to Data Ecosystem’s Management Operations
      [FOROUGHI]

   *  I.  D.  Martinez-Casanueva: IAB NEMOPS Position Paper - Telefonica
      [MARTINEZ]

   *  J.  Jiménez: Managing IoT Devices with LwM2M [JIMENEZ]

   *  L.  M.  Contreras, R.  Schott, S.  Randriamasy, R.  Yang, and J.
      Ros-Giralt: Towards a Unified Compute and Communication
      Infrastructure for Application and Network Management [GIRALT]

   *  T.  Eckert and M.  Richardson: Resilient Remote Manageability of
      Wide-Area Network Infrastructures [ECKERT]

   *  R.  Bless: An Invariant for Future Resilient Network Management
      Operations [BLESS]

   *  M.  Scharf: Network Management Challenges for IP-based Cyber-
      Physical Networks [SCHARF]

Hardaker & Dhody          Expires 2 August 2025                [Page 21]
Internet-Draft           NEMOPS Workshop Report             January 2025

Appendix D.  Workshop Participants

   The workshop participants were Alex Huang, Alexander Clemm, Alexander
   PELOV, Benoit Claise, Boris Khasanov, Brad Peters (nbn), Carsten
   Bormann, Chongfeng Xie, Cindy Morgan, Dan Voyer, Darren Loher, Dean
   Bogdanovic, Dean Bogdanović, Dhruv Dhody, Diego Lopez, Ebben Aries,
   Frank (Chong Feng), Holger Keller, Ian Farrer, Jaime Jimenez, James
   Cumming, Janne Karvonen, Jason Sterne, Jiaming Ye, Jinming Li, John
   Carson, Julien Maisonneuve, Jürgen Schönwälder, Kent Watsen, Kris
   Lambrechts, Kristian Larsson, Laurent Ciavaglia, Laurent Toutain, Liz
   Flynn, Luis M.  Contreras (Telefonica), Mahesh Jethanandani, Manoj
   Gudi, Martin Horneffer, Matthew Bocci, Med Boucadair, Michael Mackey,
   Michael Richardson, Michael Scharf, Mikko Pesonen, Nacho Dominguez
   (Telefonica), Naveen Achyuta, Nick Corran, Nils Warnke, Oscar
   Gonzalez de Dios, Paolo Lucente, Parisa Foroughi, Per Andersson, Phil
   Shafer, Qin Wu, Qiufang Ma, Raquel Rodriguez, Reshad, Reshad Rahman,
   Rob Shakir, Rob Wilton, Roland Bless (KIT), Roland Schott, Rüdiger
   Geib, Rui Zhuang, Ruibo Han, Sabine Randriamasy, Scott Mansfield
   (Ericsson), Scott Robohn, Shengnan Yue, Suresh Krishnan, Thomas Graf,
   Toerless Eckert, Wangbo, Warren Kumari, Wes Hardaker, Wim Henderickx,
   Xue Yang, Y.  Richard Yang, Yangbo, Yisong Liu, and Zhenqiang Li.

Appendix E.  Workshop Program Committee

   The workshop program committee members were Wes Hardaker (co-chair),
   Dhruv Dhody (co-chair), Qin Wu, Suresh Krishnan, Benoît Claise,
   Mohamed Boucadair, Mahesh Jethanandani, Kent Watsen, and Warren
   Kumari.

IAB Members at the Time of Approval

   Internet Architecture Board members at the time this document was
   approved for publication were: TODO

Acknowledgments

   TBD

Authors' Addresses

   Wes Hardaker
   Email: hardaker@isi.edu

   Dhruv Dhody
   Email: dd@dhruvdhody.com

Hardaker & Dhody          Expires 2 August 2025                [Page 22]