Internet DRAFT - draft-livingood-low-latency-deployment

draft-livingood-low-latency-deployment







Independent Stream                                          J. Livingood
Internet-Draft                                                   Comcast
Intended status: Informational                          15 December 2022
Expires: 18 June 2023


       Comcast ISP Low Latency Deployment Design Recommendations
               draft-livingood-low-latency-deployment-01

Abstract

   The IETF's Transport Area Working Group (TSVWG) has finalized
   experimental RFCs for Low Latency, Low Loss, Scalable Throughput
   (L4S) and new Non-Queue-Building (NQB) per hop behavior.  These
   documents do a good job of describing a new architecture and protocol
   for deploying low latency networking.  But as is normal for many such
   standards, especially those in experimental status, certain design
   decisions are ultimately left to implementers.  This document
   explores the potential implications of key deployment design
   decisions and makes recommendations for those decisions that may help
   drive adoption.

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 18 June 2023.

Copyright Notice

   Copyright (c) 2022 IETF Trust and the persons identified as the
   document authors.  All rights reserved.








Livingood                 Expires 18 June 2023                  [Page 1]

Internet-Draft          ISP L4S Deployment Design          December 2022


   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  . . . . . . . . . . . . . . . . . . . . . . . .   2
   2.  A New Understanding of Application Needs  . . . . . . . . . .   3
   3.  New Thinking on Low Latency Packet Processing . . . . . . . .   4
   4.  Network Neutrality and Low Latency Networking . . . . . . . .   5
     4.1.  Prioritization: Same for All Traffic  . . . . . . . . . .   6
     4.2.  Thoughput: Shared Across All Traffic  . . . . . . . . . .   6
     4.3.  A New Network Capability - For All Networks . . . . . . .   6
   5.  Recommended Deployment Design Decisions . . . . . . . . . . .   7
     5.1.  Only Applications Mark Traffic  . . . . . . . . . . . . .   7
     5.2.  All Application Providers Welcome . . . . . . . . . . . .   8
     5.3.  End User CPE Choice . . . . . . . . . . . . . . . . . . .   8
     5.4.  Opt Out Capability  . . . . . . . . . . . . . . . . . . .   9
     5.5.  Consider Traffic Protection . . . . . . . . . . . . . . .   9
     5.6.  Avoid Remarking of DSCP Values  . . . . . . . . . . . . .   9
   6.  Summary of Recommended Deployment Design Decisions  . . . . .  10
   7.  Acknowledgements  . . . . . . . . . . . . . . . . . . . . . .  10
   8.  IANA Considerations . . . . . . . . . . . . . . . . . . . . .  10
   9.  Security Considerations . . . . . . . . . . . . . . . . . . .  10
   10. Privacy Considerations  . . . . . . . . . . . . . . . . . . .  10
   11. Revision History  . . . . . . . . . . . . . . . . . . . . . .  11
   12. Open Issues . . . . . . . . . . . . . . . . . . . . . . . . .  11
   13. Informative References  . . . . . . . . . . . . . . . . . . .  11
   Author's Address  . . . . . . . . . . . . . . . . . . . . . . . .  13

1.  Introduction

   The IETF's Transport Area Working Group (TSVWG) has finalized
   experimental RFCs for Low Latency, Low Loss, Scalable Throughput
   (L4S) and Non-Queue-Building (NQB) per hop behavior
   [I-D.ietf-tsvwg-l4s-arch] [I-D.ietf-tsvwg-aqm-dualq-coupled]
   [I-D.ietf-tsvwg-ecn-l4s-id] [I-D.ietf-tsvwg-l4sops]
   [I-D.ietf-tsvwg-nqb] [I-D.ietf-tsvwg-dscp-considerations].  These
   documents do a good job of describing a new architecture and protocol
   for deploying low latency networking.  But as is normal for many such
   standards, especially those in experimental status, certain design
   decisions are ultimately left to implementers.

   This document explores the potential implications of key deployment
   design decisions and makes recommendations for those decisions that
   may help drive adoption.  In particular, there are best practices



Livingood                 Expires 18 June 2023                  [Page 2]

Internet-Draft          ISP L4S Deployment Design          December 2022


   based on prior experience as a network operator that should be
   considered and there are network neutrality types of considerations
   as well.  These technologies are benign on their own, but the way
   they are operationally implemented can determine whether they are
   ultimately perceived positively and adopted by the broader Internet
   ecosystem.  That is a key issue for low latency networking, because
   the more applications developers and edge platforms that adopt new
   packet marking for low latency traffic, then the greater the value to
   end users, so ensuring it is received well is key to driving strong
   initial adoption.

   It is worth stating though that these decisions are not embedded in
   or inherent to L4S and NQB per se, but are decisions that can change
   depending upon differing technical, regulatory, business or other
   requirements.  Even two network operators with the same type of
   access technology in the same market area may choose to implement in
   different ways.  Nevertheless, this document suggests that certain
   specific deployment decisions can help maximize the value of low
   latency networking to both users and network operators.

   It is also apparent from the IETF's work that it is clear that nearly
   all modern application types need low latency to some degree and that
   applications are best positioned to express their needs via
   application code and packet marking.  Furthermore, unlike with
   bandwidth priority on a highly/fully utilized link, low latency using
   these new approaches is not a zero sum game - everyone can
   potentially have lower latency at no one else's expense (with some
   caveats - see Section 3).

   For additional background on latency and why latency matters so much
   to the Internet, please read [BITAG]

2.  A New Understanding of Application Needs

   In the course of working to improve the responsiveness of network
   protocols, the IETF concluded with their L4S and NQB work that there
   were fundamentally two types of Internet traffic and that these two
   major traffic types could benefit from having separate network
   processing queues in order to improve the way the Internet works for
   all applications, and especially for interactive applications.











Livingood                 Expires 18 June 2023                  [Page 3]

Internet-Draft          ISP L4S Deployment Design          December 2022


   One of the two major traffic types is Queue Building (QB) - things
   like file downloads and backups that are designed utilize as much
   network capacity as possible but for which users are not interacting
   with in real-time.  The other was Non-Queue-Building (NQB) - such as
   DNS lookups, voice interaction with artificial intelligence (AI)
   assistants, video conferencing, gaming, and so on.  NQB flows tend to
   be limited in their capacity needs - for example a DNS lookup will
   not need to consume the full capacity of an end user's connection -
   but the end user is highly sensitive to any delays.

   Thus, the IETF created specifications for how two different network
   processing queues can be designed and operated.  Early results, such
   as from the IETF-114 hackathon [IETF-114-Slides], demonstrate that
   L4S and NQB (a.k.a. dual queue networking, and simply "low latency
   networking" hereafter) can work across a variety of access network
   technologies and deliver extraordinary levels of responsiveness for a
   variety of applications.  It seems likely that this new capability
   will enable entirely new classes of applications to become possible,
   driving a wave of new Internet innovation, while also improving the
   applications people use today.

3.  New Thinking on Low Latency Packet Processing

   The Introduction says "Furthermore, unlike with bandwidth priority on
   a highly/fully utilized link, low latency using these new approaches
   is not a zero sum game - everyone can potentially have lower latency
   at no one else's expense."  But this bears a bit more discussion to
   understand more fully.

   L4S does *not* provide low latency in the same way as previous
   technologies like DiffServ (QoS).  That prior QoS approach used
   packet prioritization, where it was possible to assign a higher
   relative priority to certain application traffic, such as Voice over
   IP (VoIP) telephony.  This approach could provide consistent and
   relatively low latency by assigning high priority to a partition of
   the capacity of a link, and then policing the rate of packets using
   that partition.  For example, on a 10 Mbps link, a high QoS priority
   could be assigned to VoIP with a dedicated capacity of 1 Mbps of the
   10 Mbps link capacity.  The other 9 Mbps would be available to lower
   QoS priority, such as best effort general Internet traffic that was
   not VoIP.










Livingood                 Expires 18 June 2023                  [Page 4]

Internet-Draft          ISP L4S Deployment Design          December 2022


   But even when QoS was used in this manner, the latency may have been
   relatively good but it was not ultra low latency of the sort that low
   latency networking (NQB and L4S) can deliver.  As well, that QoS
   approach is to some extent predicated on an idea that network
   capacity is very limited and that links are often highly utilized.
   But in today's Internet, it is increasingly the case that there is an
   abundance of capacity to end users, which makes QoS approaches
   ineffective in delivering ever-lower latency.

   The result, as noted in the prior section, has been the role of dual
   queue networking.  With these approaches, the new low latency packet
   processing queue is introduced on one or more links on the end-to-end
   path.  The internal L4S queuing may still use a sort of internal
   prioritization, but this is not QoS in the typical sense because this
   is happening on an extremely short timescale - sub-round trip time
   (so microseconds or a few milliseconds).  A more important and
   impactful force at play is the rapid congestion signals that are
   exchanged that will cause a sender to dynamically yeild to other
   traffic (as if the other traffic had no QoS priority, which it does
   not) - which can be thought of as back pressure to signal the sender
   to backoff prior to packetloss occuring.

4.  Network Neutrality and Low Latency Networking

   Network Neutrality (a.k.a.  Net Neutrality, and NN hereafter) is a
   concept that can mean a variety of things within a country, as well
   as between different countries, based on different opinions, market
   structures, business practices, laws, and regulations.  Generally
   speaking, at least in the context of the United States' marketplace,
   it has come to mean that Internet Service Providers (ISPs) should not
   block, throttle, or deprioritize lawful application traffic, and
   should not engage in paid prioritization, among other things.  The
   meaning of NN can be complex and ever changing, so the specific
   details are out of scope for this document.  Despite that, NN
   concerns certainly bear on the deployment of new technologies by
   ISPs, at least in the US, and so should be taken into account in
   making deployment design decisions.

   It is also possible that there can be confusion for people who are
   not deep in this highly technical subject between prioritization,
   provisioned end user capacity (throughput), and low latency
   networking.  As it is envisioned in the design of the protocols, the
   addition of a low latency packet processing queue at a network link
   is merely a second packet queue and does not mean that this queue is
   prioritized or that it has different or greater capacity from the
   classic queue.  Thus, a low latency queue does not create a so-called
   "fast lane" (in the way that this term is used in policy-related
   discussions in the U.S. to describe higher than best effort priority



Livingood                 Expires 18 June 2023                  [Page 5]

Internet-Draft          ISP L4S Deployment Design          December 2022


   or greater capacity being assigned to some traffic compared to
   default traffic) - but there are certainly other NN considerations in
   the operational implementation worth exploring.

4.1.  Prioritization: Same for All Traffic

   As noted above, a key aspect of NN goals is that traffic to certain
   Internet destinations or for certain applications should not be
   prioritized over other Internet traffic.  This means in practice that
   all Internet traffic in an ISP network should be carried at the same
   (best effort) priority and that any network management practices
   imposed by the network should be protocol (application) agnostic.
   Low latency networking is fully consistent with this aspect of NN,
   because it is designed so that all traffic is treated on a best
   effort (BE) basis in the ISP network (this may not necessarily be the
   case for a user's in-home Wi-Fi network due to the particulars of how
   the IEEE 802.11 wireless protocol functions at the current time).

   In addition, as noted above, unlike with bandwidth priority on a
   highly/fully utilized link, low latency is not a zero sum game -
   everyone can potentially have lower latency at no one else's expense.

4.2.  Thoughput: Shared Across All Traffic

   Low latency networking is also consistent with the NN goal of not
   creating a fast lane, because the same end user throughput in an ISP
   access network is shared between both classic and low latency (L4S/
   NQB) queues.  Thus, applications do not get access to greater or
   different throughput depending on whether or not the leverage low
   latency networking.

4.3.  A New Network Capability - For All Networks

   Ultimately, the emergence of low latency networking represents a
   fundamental new network capability that applications can choose to
   utilize as their needs dictate.  It reflects a new ground truth about
   two fundamentally different types of application traffic and
   demonstrates that networks continue to evolve in exciting ways.

   In addition, this new network capability can be implemented in a
   variety of network technologies.  For example in access network
   technologies this could be implemented in DOCSIS [LLD], 5G
   [Ericsson], PON [CTI], and many other types of networks.  Anywhere
   that a network bottleneck could occur may benefit from this
   technology.






Livingood                 Expires 18 June 2023                  [Page 6]

Internet-Draft          ISP L4S Deployment Design          December 2022


5.  Recommended Deployment Design Decisions

   Like any network or system, a good deployment design and
   configuration matters and can be the difference between a well-
   functioning and accepted design and one that experiences problems and
   faces opposition.  In the context of deploying low latency networking
   in an ISP network, this document describes some recommended
   deployment design decisions that should help to ensure a deployment
   is resilient, well-accepted, and creates the environment for
   generating strong network effects.  In contrast, creating barriers to
   adoption in the early stages through design and policy decisions will
   presumably reduce the predicted potential network effect, thus
   choking off further investment across the Internet ecosystem, leading
   to a vicious circle of decline - and then the potential value is
   never realized.

5.1.  Only Applications Mark Traffic

   Only applications should mark traffic, not the network.  This is for
   several reasons:

   *  According to the end-to-end principle, this function is best
      delegated to the edge of the network as an architectural best
      practice (the edge being the application in this case).

   *  Application marking maintains the loose coupling between the
      application and network layers, eliminating the need for close
      coordination between networks and application developers.

   *  Application developers know best whether their application is
      compatible with low latency networking and which aspects of their
      traffic flows will or will not benefit.

   *  Application traffic is almost entirely encrypted, which makes it
      very difficult for networks to accurately determine application
      protocols and to further infer which flows will benefit from low
      latency and which flows may be harmed because they need to build a
      queue.

   *  To correctly utilize L4S, the application needs to use a scalable
      congestion control algorithm in order to use the packet marking
      for L4S.  This is done by using the ECN field of the packet
      header, with an ECT(1) marking, according to Section 4.1 of
      [I-D.ietf-tsvwg-ecn-l4s-id].  But only the application (not the
      network) knows what congestion control it is using.  So, with L4S,
      the network cannot properly mark on behalf of the application.





Livingood                 Expires 18 June 2023                  [Page 7]

Internet-Draft          ISP L4S Deployment Design          December 2022


   *  To correctly utilize NQB for non-L4S traffic, then the DSCP field
      of the packet header is used, with a DSCP 45 marking, according to
      Section 4.1 od [I-D.ietf-tsvwg-nqb].  But the majority of traffic
      is now encrypted, so it seems implausible for a network to try to
      infer the type of traffic and whether an application could benefit
      from NQB treatment; this is best left to application developers to
      determine as they are the experts in the particular needs of their
      application.

   *  Network operators and equipment vendors attempting to infer
      application type and application need will always make mistakes,
      incorrectly classifying traffic [Lotus], and potentially
      negatively affecting certain flows.

   *  The pace of innovation and iteration is necessarily faster-moving
      in the application edge at layer 7, rather than in the network at
      layer 3 (and below) - where there is greater standards stability
      and a lower rate of major changes.  As a result, the application
      layer is best suited to rapid experimentation and iteration.
      Network operators and equipment vendors trying to infer
      application needs will in comparison always be in a reactive mode,
      one step behind changes made in applications.

5.2.  All Application Providers Welcome

   Any application provider should be able to mark their traffic for the
   low latency queue, with no restrictions other than standards
   compliance or other reasonable and openly documented technical
   guidelines.  This maintains the loose cross-layer coupling that is a
   key tenet of the Internet's architecture by eliminating or greatly
   reducing any need for application providers and networks to
   coordinate on deployment (though such coordination is normal in the
   early experimental phase of any deployment).

   As noted above, this is another example that low latency networking
   will have strong network effects, any barriers to adoption such as
   this should be avoided in order to maximize the value to users and
   the network of a new low latency queue.

5.3.  End User CPE Choice

   Both customer-owned and leased end user Customer Premise Equipment
   (CPE) should be supported.  This avoids the risk that an ISP can be
   perceived as giving preference to their own network demarcation
   devices, which may carry some monthly recurring fee or other cost.
   This also means that retail CPE manufacturers need to make the
   necessary development investment to correctly implement low latency
   networking, though this may not interest or may be outside the



Livingood                 Expires 18 June 2023                  [Page 8]

Internet-Draft          ISP L4S Deployment Design          December 2022


   capabilities of some organizations.  In any case, the more devices
   that implement then adoption is broader, positively driving network
   effects.

5.4.  Opt Out Capability

   In early phases of deployment of low latency networking, ISPs should
   consider making available some mechanism for users to opt out of
   (deactivate) it.  If low latency networking is working correctly, it
   seems extremely unlikely that a user should ever want or need to turn
   it off.  On the other hand, it is also possible that it may be
   desirable in some troubleshooting situations to turn it off, such as
   in in cases where a particular application has incorrectly
   implemented low latency networking and the developer is working on a
   bug fix for an extended period of time.  As application use of this
   technology matures, it seems likely that there will not be a long
   term need or practical benefit to having an opt out mechanism (and it
   may be counter productive if it insulates developers from having to
   fix bugs or misconfigurations in their software), though an opt out
   mechanism may still prove useful.

5.5.  Consider Traffic Protection

   The specifications in [I-D.ietf-tsvwg-nqb] describe a concept of
   Traffic Protection, also known as a Queue Protection Function [ref].
   The document says that Traffic Protection is optional and may not be
   needed in certain networks.  In the case of an ISP deploying low
   latency networking with two queues, an ISP should consider deploying
   such a network function to at least detect mismarking (if not
   necessarily to correct mismarking).  This may be implemented for
   example in end user CPE, last mile network equipment, and/or
   elsewhere in the ISP network - or closely monitors network statistics
   and user feedback for any indication of widespread NQB packet
   mismarking by applications.

5.6.  Avoid Remarking of DSCP Values

   If possible, based on a network's existing use of DSCP values, a
   network should try to maintain the use of DSCP 45 on an end-to-end
   basis without remarking.  While this may not be possible in all
   networks, it can reduce complexity, enable simpler network
   operations, and ease troubleshooting of NQB traffic flows.  In some
   cases a network may need to migrate an existing, private internal use
   of DSCP 45 to some other mark to achieve this.  In the long term that
   may be best, even if it takes a bit more initial effort when
   deploying low latency networking.  In addition, if a network does
   have their own private internal use of DSCP 45, then they alone
   should be responsible for any necessary remarking for traffic passing



Livingood                 Expires 18 June 2023                  [Page 9]

Internet-Draft          ISP L4S Deployment Design          December 2022


   through their network (it would be unfair and unreasonable for a
   given network's private use of a DSCP mark to pose a burden on other
   networks).

6.  Summary of Recommended Deployment Design Decisions

   1  Only Applications Mark Traffic: Not the network

   2  All Application Providers Welcome: Any application provider can
      mark with no restrictions other than standards compliance or other
      reasonable and openly documented technical guidelines

   3  Device Choice: Both customer-owned and leased cable modem devices
      supported

   4  User Opt Out: Customers can opt out

   5  Consider Traffic Protection: Consider potentially deploying a
      network function to detect mismarking of NQB traffic

   6  Avoid Remarking of DSCP Values: Try to maintain DSCP 45 on an end-
      to-end basis with remarking

7.  Acknowledgements

   Thanks to Bob Briscoe, Mat Ford, Sebastian Moeller, Sebnem Ozer, Dan
   Rice, and Greg White for their review and feedback on this document.

8.  IANA Considerations

   RFC Editor: Please remove this section before publication.

   This memo includes no requests to or actions for IANA.

9.  Security Considerations

   RFC Editor: Please remove this section before publication.

   This memo includes no security considerations.

10.  Privacy Considerations

   RFC Editor: Please remove this section before publication.

   This memo includes no security considerations.






Livingood                 Expires 18 June 2023                 [Page 10]

Internet-Draft          ISP L4S Deployment Design          December 2022


11.  Revision History

   RFC Editor: Please remove this section before publication.

   v00: First draft

   v01: Incorporate comments from 1st version after IETF-115

12.  Open Issues

   RFC Editor: Please remove this section before publication.

   - Open issues are being tracked in a GitHub repository for this
   document at https://github.com/jlivingood/IETF-L4S-Deployment/issues

13.  Informative References

   [I-D.ietf-tsvwg-l4s-arch]
              Briscoe, B., De Schepper, K., Bagnulo, M., and G. White,
              "Low Latency, Low Loss, Scalable Throughput (L4S) Internet
              Service: Architecture", Work in Progress, Internet-Draft,
              draft-ietf-tsvwg-l4s-arch-20, 29 August 2022,
              <https://www.ietf.org/archive/id/draft-ietf-tsvwg-l4s-
              arch-20.txt>.

   [I-D.ietf-tsvwg-aqm-dualq-coupled]
              De Schepper, K., Briscoe, B., and G. White, "DualQ Coupled
              AQMs for Low Latency, Low Loss and Scalable Throughput
              (L4S)", Work in Progress, Internet-Draft, draft-ietf-
              tsvwg-aqm-dualq-coupled-25, 29 August 2022,
              <https://www.ietf.org/archive/id/draft-ietf-tsvwg-aqm-
              dualq-coupled-25.txt>.

   [I-D.ietf-tsvwg-ecn-l4s-id]
              De Schepper, K. and B. Briscoe, "Explicit Congestion
              Notification (ECN) Protocol for Very Low Queuing Delay
              (L4S)", Work in Progress, Internet-Draft, draft-ietf-
              tsvwg-ecn-l4s-id-29, 29 August 2022,
              <https://www.ietf.org/archive/id/draft-ietf-tsvwg-ecn-l4s-
              id-29.txt>.

   [I-D.ietf-tsvwg-l4sops]
              White, G., "Operational Guidance for Deployment of L4S in
              the Internet", Work in Progress, Internet-Draft, draft-
              ietf-tsvwg-l4sops-04, 7 November 2022,
              <https://www.ietf.org/archive/id/draft-ietf-tsvwg-l4sops-
              04.txt>.




Livingood                 Expires 18 June 2023                 [Page 11]

Internet-Draft          ISP L4S Deployment Design          December 2022


   [I-D.ietf-tsvwg-nqb]
              White, G. and T. Fossati, "A Non-Queue-Building Per-Hop
              Behavior (NQB PHB) for Differentiated Services", Work in
              Progress, Internet-Draft, draft-ietf-tsvwg-nqb-14, 24
              October 2022, <https://www.ietf.org/archive/id/draft-ietf-
              tsvwg-nqb-14.txt>.

   [I-D.ietf-tsvwg-dscp-considerations]
              Custura, A., Fairhurst, G., and R. Secchi, "Considerations
              for Assigning a new Recommended DiffServ Codepoint
              (DSCP)", Work in Progress, Internet-Draft, draft-ietf-
              tsvwg-dscp-considerations-08, 13 December 2022,
              <https://www.ietf.org/archive/id/draft-ietf-tsvwg-dscp-
              considerations-08.txt>.

   [BITAG]    Broadband Internet Technical Advisory Group, "Latency
              Explained", 10 January 2022,
              <https://bitag.org/documents/BITAG_latency_explained.pdf>.

   [Lotus]    Eckerseley, P., "Packet Forgery By ISPs: A Report on the
              Comcast Affair", 28 November 2007,
              <https://www.eff.org/wp/packet-forgery-isps-report-
              comcast-affair>.

   [IETF-114-Slides]
              White, G., "First L4S Interop Event @ IETF Hackathon", 25
              July 2022,
              <https://datatracker.ietf.org/meeting/114/materials/
              slides-114-tsvwg-update-on-l4s-work-in-ietf-114-hackathon-
              00.pdf>.

   [LLD]      White, G., Sundaresan, K., and B. Briscoe, "Low Latency
              DOCSIS: Technology Overview", February 2019,
              <https://cablela.bs/low-latency-docsis-technology-
              overview-february-2019>.

   [Ericsson] Willars, P., Wittenmark, E., Ronkainen, H., Johansson, I.,
              Strand, J., Ledl, D., and D. Schnieders, "Enabling time-
              critical applications over 5G with rate adaptation", May
              2021, <https://www.ericsson.com/49bc82/assets/local/
              reports-papers/white-papers/26052021-enabling-time-
              critical-applications-over-5g-with-rate-adaptation-
              whitepaper.pdf>.

   [CTI]      International Telecommunications Union - Telecommunication
              Standadardization Sector (ITU-T), "Optical line
              termination capabilities for supporting cooperative
              dynamic bandwidth assignment", Series G: Transmission



Livingood                 Expires 18 June 2023                 [Page 12]

Internet-Draft          ISP L4S Deployment Design          December 2022


              Systems and Media, Digital Systems and Networks Supplement
              71, April 2021,
              <https://www.itu.int/rec/T-REC-G.Sup71-202104-I>.

Author's Address

   Jason Livingood
   Comcast
   Philadelphia, PA
   United States of America
   Email: jason_livingood@comcast.com








































Livingood                 Expires 18 June 2023                 [Page 13]