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RFC 5773

Analysis of Inter-Domain Routing Requirements and History

Pages: 51
Historic
Errata
Part 2 of 2 – Pages 25 to 51
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3.2. ISO OSI IDRP, BGP, and the Development of Policy Routing

During the decade before the widespread success of the World Wide Web, ISO was developing the communications architecture and protocol suite Open Systems Interconnection (OSI). For a considerable part of this time, OSI was seen as a possible competitor for and even a replacement for the IP suite as this basis for the Internet. The technical developments of the two protocols were quite heavily interrelated with each providing ideas and even components that were adapted into the other suite. During the early stages of the development of OSI, the IP suite was still mainly in use on the ARPANET and the relatively small scale first phase NSFNET. This was effectively a single administrative domain with a simple tree-structured network in a three-level hierarchy connected to a single logical exchange point (the NSFNET backbone). In the second half of the 1980s, the NSFNET was starting on the growth and transformation that would lead to today's Internet. It was becoming clear that the backbone routing protocol, the Exterior Gateway Protocol (EGP) [RFC0904], was not going to cope even with the limited expansion being planned. EGP is an "all informed" protocol that needed to know the identities of all gateways, and this was no longer reasonable. With the increasing complexity of the NSFNET and the linkage of the NSFNET network to other networks, there was a desire for policy-based routing that would allow administrators to manage the flow of packets between networks. The first version of the Border Gateway Protocol (BGP-1) [RFC1105] was developed as a replacement for EGP with policy capabilities -- a stopgap EGP version 3 had been created as an interim measure while BGP was developed. BGP was designed to work on a hierarchically structured network, such as the original NSFNET, but could also work on networks that were at least partially non-hierarchical where there were links between ASs at the same level in the hierarchy (we would now call these "peering arrangements") although the protocol made a distinction between different kinds of links (links are classified as upwards, downwards, or sideways). ASs themselves were a "fix" for the complexity that developed in the three-tier structure of the NSFNET. Meanwhile, the OSI architects, led by Lyman Chapin, were developing a much more general architecture for large-scale networks. They had recognized that no one node, especially an end-system (host), could or should attempt to remember routes from "here" to "anywhere" -- this sounds obvious today, but was not so obvious 20 years ago. They were also considering hierarchical networks with independently
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   administered domains -- a model already well entrenched in the
   public-switched telephone network.  This led to a vision of a network
   with multiple independent administrative domains with an arbitrary
   interconnection graph and a hierarchy of routing functionality.  This
   architecture was fairly well established by 1987 [Tsuchiya87].  The
   architecture initially envisaged a three-level routing functionality
   hierarchy in which each layer had significantly different
   characteristics:

   1.  *End-system to intermediate system (IS) routing (host to
       router)*, in which the principal functions are discovery and
       redirection.

   2.  *Intra-domain IS-IS routing (router to router)*, in which "best"
       routes between end-systems in a single administrative domain are
       computed and used.  A single algorithm and routing protocol would
       be used throughout any one domain.

   3.  *Inter-domain IS-IS routing (router to router)*, in which routes
       between routing domains within administrative domains are
       computed (routing is considered separately between administrative
       domains and routing domains).

   Level 3 of this hierarchy was still somewhat fuzzy.  Tsuchiya says:

      The last two components, Inter-Domain and Inter-Administration
      routing, are less clear-cut.  It is not obvious what should be
      standardized with respect to these two components of routing.  For
      example, for Inter-Domain routing, what can be expected from the
      Domains?  By asking Domains to provide some kind of external
      behavior, we limit their autonomy.  If we expect nothing of their
      external behavior, then routing functionality will be minimal.

      Across administrations, it is not known how much trust there will
      be.  In fact, the definition of trust itself can only be
      determined by the two or more administrations involved.

      Fundamentally, the problem with Inter-Domain and Inter-
      Administration routing is that autonomy and mistrust are both
      antithetical to routing.  Accomplishing either will involve a
      number of tradeoffs which will require more knowledge about the
      environments within which they will operate.

   Further refinement of the model occurred over the next couple of
   years and a more fully formed view is given by Huitema and Dabbous in
   1989 [Huitema90].  By this stage, work on the original IS-IS link-
   state protocol, originated by the Digital Equipment Corporation
   (DEC), was fairly advanced and was close to becoming a Draft
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   International Standard.  IS-IS is of course a major component of
   intra-domain routing today and inspired the development of the Open
   Shortest Path First (OSPF) family.  However, Huitema and Dabbous were
   not able to give any indication of protocol work for Level 3.  There
   are hints of possible use of centralized route servers.

   In the meantime, the NSFNET consortium and the IETF had been
   struggling with the rapid growth of the NSFNET.  It had been clear
   since fairly early on that EGP was not suitable for handling the
   expanding network and the race was on to find a replacement.  There
   had been some intent to include a metric in EGP to facilitate routing
   decisions, but no agreement could be reached on how to define the
   metric.  The lack of trust was seen as one of the main reasons that
   EGP could not establish a globally acceptable routing metric: again
   this seems to be a clearly futile aim from this distance in time!
   Consequently, EGP became effectively a rudimentary path-vector
   protocol that linked gateways with Autonomous Systems.  It was
   totally reliant on the tree-structured network to avoid routing
   loops, and the all-informed nature of EGP meant that update packets
   became very large.  BGP version 1 [RFC1105] was standardized in 1989,
   but it had been in development for some time before this and had
   already seen action in production networks prior to standardization.
   BGP was the first real path-vector routing protocol and was intended
   to relieve some of the scaling problems as well as providing policy-
   based routing.  Routes were described as paths along a "vector" of
   ASs without any associated cost metric.  This way of describing
   routes was explicitly intended to allow detection of routing loops.
   It was assumed that the intra-domain routing system was loop-free
   with the implication that the total routing system would be loop-free
   if there were no loops in the AS path.  Note that there were no
   theoretical underpinnings for this work, and it traded freedom from
   routing loops for guaranteed convergence.

   Also, the NSFNET was a government-funded research and education
   network.  Commercial companies that were partners in some of the
   projects were using the NSFNET for their research activities, but it
   was becoming clear that these companies also needed networks for
   commercial traffic.  NSFNET had put in place "acceptable use"
   policies that were intended to limit the use of the network.
   However, there was little or no technology to support the legal
   framework.

   Practical experience, IETF IAB discussion (centered in the Internet
   Architecture Task Force) and the OSI theoretical work were by now
   coming to the same conclusions:

   o  Networks were going to be composed out of multiple administrative
      domains (the federated network),
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   o  The connections between these domains would be an arbitrary graph
      and certainly not a tree,

   o  The administrative domains would wish to establish distinctive,
      independent routing policies through the graph of Autonomous
      Systems, and

   o  Administrative domains would have a degree of distrust of each
      other that would mean that policies would remain opaque.

   These views were reflected by Susan Hares' (working for Merit
   Networks at that time) contribution to the Internet Architecture
   (INARC) workshop in 1989, summarized in the report of the workshop
   [INARC89]:

      The rich interconnectivity within the Internet causes routing
      problems today.  However, the presenter believes the problem is
      not the high degree of interconnection, but the routing protocols
      and models upon which these protocols are based.  Rich
      interconnectivity can provide redundancy which can help packets
      moving even through periods of outages.  Our model of interdomain
      routing needs to change.  The model of autonomous confederations
      and autonomous systems [RFC0975] no longer fits the reality of
      many regional networks.  The ISO models of administrative domain
      and routing domains better fit the current Internet's routing
      structure.

      With the first NSFNET backbone, NSF assumed that the Internet
      would be used as a production network for research traffic.  We
      cannot stop these networks for a month and install all new routing
      protocols.  The Internet will need to evolve its changes to
      networking protocols while still continuing to serve its users.
      This reality colors how plans are made to change routing
      protocols.

   It is also interesting to note that the difficulties of organizing a
   transition were recognized at this stage and have not been seriously
   explored or resolved since.

   Policies would primarily be interested in controlling which traffic
   should be allowed to transit a domain (to satisfy commercial
   constraints or acceptable use policies), thereby controlling which
   traffic uses the resources of the domain.  The solution adopted by
   both the IETF and OSI was a form of distance vector hop-by-hop
   routing with explicit policy terms.  The reasoning for this choice
   can be found in Breslau and Estrin's 1990 paper [Breslau90]
   (implicitly -- because some other alternatives are given such as a
   link state with policy suggestion, which, with hindsight, would have
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   even greater problems than BGP on a global scale network).
   Traditional distance-vector protocols exchanged routing information
   in the form of a destination and a metric.  The new protocols
   explicitly associated policy expressions with the route by including
   either a list of the source ASs that are permitted to use the route
   described in the routing update, and/or a list of all ASs traversed
   along the advertised route.

   Parallel protocol developments were already in progress by the time
   this paper was published: BGP version 2 [RFC1163] in the IETF and the
   Inter-Domain Routing Protocol (IDRP) [ISO10747], which would be the
   Level 3 routing protocol for the OSI architecture.  IDRP was
   developed under the aegis of the ANSI XS3.3 working group led by
   Lyman Chapin and Charles Kunzinger.  The two protocols were very
   similar in basic design, but IDRP has some extra features, some of
   which have been incorporated into later versions of BGP; others may
   yet be so, and still others may be seen to be inappropriate.  Breslau
   and Estrin summarize the design of IDRP as follows:

      IDRP attempts to solve the looping and convergence problems
      inherent in distance vector routing by including full AD
      (Administrative Domain -- essentially the equivalent of what are
      now called ASs) path information in routing updates.  Each routing
      update includes the set of ADs that must be traversed in order to
      reach the specified destination.  In this way, routes that contain
      AD loops can be avoided.

      IDRP updates also contain additional information relevant to
      policy constraints.  For instance, these updates can specify what
      other ADs are allowed to receive the information described in the
      update.  In this way, IDRP is able to express source specific
      policies.  The IDRP protocol also provides the structure for the
      addition of other types of policy related information in routing
      updates.  For example, User Class Identifiers (UCI) could also be
      included as policy attributes in routing updates.

      Using the policy route attributes IDRP provides the framework for
      expressing more fine grained policy in routing decisions.
      However, because it uses hop-by-hop distance vector routing, it
      only allows a single route to each destination per-QOS to be
      advertised.  As the policy attributes associated with routes
      become more fine grained, advertised routes will be applicable to
      fewer sources.  This implies a need for multiple routes to be
      advertised for each destination in order to increase the
      probability that sources have acceptable routes available to them.
      This effectively replicates the routing table per forwarding
      entity for each QoS, UCI, source combination that might appear in
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      a packet.  Consequently, we claim that this approach does not
      scale well as policies become more fine grained, i.e., source or
      UCI specific policies.

   Over the next three or four years, successive versions of BGP (BGP-2
   [RFC1163], BGP-3 [RFC1267], and BGP-4 [RFC1771]) were deployed to
   cope with the growing and by now commercialized Internet.  From BGP-2
   onwards, BGP made no assumptions about an overall structure of
   interconnections allowing it to cope with today's dense web of
   interconnections between ASs.  BGP version 4 was developed to handle
   the change from classful to classless addressing.  For most of this
   time, IDRP was being developed in parallel, and both protocols were
   implemented in the Merit gatedaemon routing protocol suite.  During
   this time, there was a movement within the IETF that saw BGP as a
   stopgap measure to be used until the more sophisticated IDRP could be
   adapted to run over IP instead of the OSI connectionless protocol
   Connectionless Network Protocol (CLNP).  However, unlike its intra-
   domain counterpart IS-IS, which has stood the test of time, and
   indeed proved to be more flexible than OSPF, IDRP was ultimately not
   adopted by the market.  By the time the NSFNET backbone was
   decommissioned in 1995, BGP-4 was the inter-domain routing protocol
   of choice and OSI's star was already beginning to wane.  IDRP is now
   little remembered.

   A more complete account of the capabilities of IDRP can be found in
   Chapter 14 of David Piscitello and Lyman Chapin's book "Open Systems
   Networking: TCP/IP and OSI", which is now readable on the Internet
   [Chapin94].

   IDRP also contained quite extensive means for securing routing
   exchanges, much of it based on X.509 certificates for each router and
   public-/private-key encryption of routing updates.

   Some of the capabilities of IDRP that might yet appear in a future
   version of BGP include the ability to manage routes with explicit QoS
   classes and the concept of domain confederations (somewhat different
   from the confederation mechanism in today's BGP) as an extra level in
   the hierarchy of routing.

3.3. Nimrod Requirements

Nimrod as expressed by Noel Chiappa in his early document, "A New IP Routing and Addressing Architecture" [Chiappa91] and later in the NIMROD working group documents [RFC1753] and [RFC1992] established a number of requirements that need to be considered by any new routing architecture. The Nimrod requirements took RFC 1126 as a starting point and went further.
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   The three goals of Nimrod, quoted from [RFC1992], were as follows:

   1.  To support a dynamic internetwork of _arbitrary size_ (our
       emphasis) by providing mechanisms to control the amount of
       routing information that must be known throughout an
       internetwork.

   2.  To provide service-specific routing in the presence of multiple
       constraints imposed by service providers and users.

   3.  To admit incremental deployment throughout an internetwork.

   It is certain that these goals should be considered requirements for
   any new domain-based routing architecture.

   o  As discussed in other sections of this document, the rate of
      growth of the amount of information needed to maintain the routing
      system is such that the system may not be able to scale up as the
      Internet expands as foreseen.  And yet, as the services and
      constraints upon those services grow, there is a need for more
      information to be maintained by the routing system.  One of the
      key terms in the first requirements is "control".  While
      increasing amounts of information need to be known and maintained
      in the Internet, the amounts and kinds of information that are
      distributed can be controlled.  This goal should be reflected in
      the requirements for the future domain-based architecture.

   o  If anything, the demand for specific services in the Internet has
      grown since 1996 when the Nimrod architecture was published.
      Additionally, the kinds of constraints that service providers need
      to impose upon their networks and that services need to impose
      upon the routing have also increased.  Any changes made to the
      network in the last half-decade have not significantly improved
      this situation.

   o  The ability to incrementally deploy any new routing architecture
      within the Internet is still an absolute necessity.  It is
      impossible to imagine that a new routing architecture could
      supplant the current architecture on a flag day.

   At one point in time, Nimrod, with its addressing and routing
   architectures, was seen as a candidate for IPng.  History shows that
   it was not accepted as the IPng, having been ruled out of the
   selection process by the IESG in 1994 on the grounds that it was "too
   much of a research effort" [RFC1752], although input for the
   requirements of IPng was explicitly solicited from Chiappa [RFC1753].
   Instead, IPv6 has been put forth as the IPng.  Without entering a
   discussion of the relative merits of IPv6 versus Nimrod, it is
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   apparent that IPv6, while it may solve many problems, does not solve
   the critical routing problems in the Internet today.  In fact, in
   some sense, it exacerbates them by adding a requirement for support
   of two Internet protocols and their respective addressing methods.
   In many ways, the addition of IPv6 to the mix of methods in today's
   Internet only points to the fact that the goals, as set forth by the
   Nimrod team, remain as necessary goals.

   There is another sense in which the study of Nimrod and its
   architecture may be important to deriving a future domain-based
   routing architecture.  Nimrod can be said to have two derivatives:

   o  Multi-Protocol Label Switching (MPLS), in that it took the notion
      of forwarding along well-known paths.

   o  Private Network-Node Interface (PNNI), in that it took the notion
      of abstracting topological information and using that information
      to create connections for traffic.

   It is important to note, that whilst MPLS and PNNI borrowed ideas
   from Nimrod, neither of them can be said to be an implementation of
   this architecture.

3.4. PNNI

The Private Network-Node Interface (PNNI) routing protocol was developed under the ATM Forum's auspices as a hierarchical route determination protocol for ATM, a connection-oriented architecture. It is reputed to have developed several of its methods from a study of the Nimrod architecture. What can be gained from an analysis of what did and did not succeed in PNNI? The PNNI protocol includes the assumption that all peer groups are willing to cooperate, and that the entire network is under the same top administration. Are there limitations that stem from this "world node" presupposition? As discussed in [RFC3221], the Internet is no longer a clean hierarchy, and there is a lot of resistance to having any sort of "ultimate authority" controlling or even brokering communication. PNNI is the first deployed example of a routing protocol that uses abstract map exchange (as opposed to distance-vector or link-state mechanisms) for inter-domain routing information exchange. One consequence of this is that domains need not all use the same mechanism for map creation. What were the results of this abstraction and source-based route calculation mechanism?
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   Since the authors of this document do not have experience running a
   PNNI network, the comments above are from a theoretical perspective.
   Further research on these issues based on operational experience is
   required.

4. Recent Research Work

4.1. Developments in Internet Connectivity

The work commissioned from Geoff Huston by the Internet Architecture Board [RFC3221] draws a number of conclusions from the analysis of BGP routing tables and routing registry databases: o The connectivity between provider ASs is becoming more like a dense mesh than the tree structure that was commonly assumed to be commonplace a couple of years ago. This has been driven by the increasing amounts charged for peering and transit traffic by global service providers. Local direct peering and Internet exchanges are becoming steadily more common as the cost of local fibre connections drops. o End-user sites are increasingly resorting to multi-homing onto two or more service providers as a way of improving resiliency. This has a knock-on effect of spectacularly fast depletion of the available pool of AS numbers as end-user sites require public AS numbers to become multi-homed and corresponding increase in the number of prefixes advertised in BGP. o Multi-homed sites are using advertisement of longer prefixes in BGP as a means of traffic engineering to load spread across their multiple external connections with further impact on the size of the BGP tables. o Operational practices are not uniform, and in some cases lack of knowledge or training is leading to instability and/or excessive advertisement of routes by incorrectly configured BGP speakers. o All these factors are quickly negating the advantages in limiting the expansion of BGP routing tables that were gained by the introduction of Classless Inter-Domain Routing (CIDR) and consequent prefix aggregation in BGP. It is also now impossible for IPv6 to realize the worldview in which the default-free zone would be limited to perhaps 10,000 prefixes. o The typical "width" of the Internet in AS hops is now around five, and much less in many cases.
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   These conclusions have a considerable impact on the requirements for
   the future domain-based routing architecture:

   o  Topological hierarchy (e.g., mandating a tree-structured
      connectivity) cannot be relied upon to deliver scalability of a
      large Internet routing system.

   o  Aggregation cannot be relied upon to constrain the size of routing
      tables for an all-informed routing system.

4.2. DARPA NewArch Project

DARPA funded a project to think about a new architecture for future generation Internet, called NewArch (see http://www.isi.edu/newarch/). Work started in the first half of 2000 and the main project finished in 2003 [NewArch03]. The main development is to conclude that as the Internet becomes mainstream infrastructure, fewer and fewer of the requirements are truly global but may apply with different force or not at all in certain parts of the network. This (it is claimed) makes the compilation of a single, ordered list of requirements deeply problematic. Instead, we may have to produce multiple requirement sets with support for differing requirement importance at different times and in different places. This "meta-requirement" significantly impacts architectural design. Potential new technical requirements identified so far include: o Commercial environment concerns such as richer inter-provider policy controls and support for a variety of payment models o Trustworthiness o Ubiquitous mobility o Policy driven self-organization ("deep auto-configuration") o Extreme short-timescale resource variability o Capacity allocation mechanisms o Speed, propagation delay, and delay/bandwidth product issues Non-technical or political "requirements" include: o Legal and Policy drivers such as
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      *  Privacy and free/anonymous speech

      *  Intellectual property concerns

      *  Encryption export controls

      *  Law enforcement surveillance regulations

      *  Charging and taxation issues

   o  Reconciling national variations and consistent operation in a
      worldwide infrastructure

   The conclusions of the work are now summarized in the final report
   [NewArch03].

4.2.1. Defending the End-to-End Principle

One of the participants in DARPA NewArch work (Dave Clark) with one of his associates has also published a very interesting paper analyzing the impact of some of the new requirements identified in NewArch (see Section 4.2) on the end-to-end principle that has guided the development of the Internet to date [Clark00]. Their primary conclusion is that the loss of trust between the users at the ends of end-to-end has the most fundamental effect on the Internet. This is clear in the context of the routing system, where operators are unwilling to reveal the inner workings of their networks for commercial reasons. Similarly, trusted third parties and their avatars (mainly midboxes of one sort or another) have a major impact on the end-to-end principles and the routing mechanisms that went with them. Overall, the end-to-end principles should be defended so far as is possible -- some changes are already too deeply embedded to make it possible to go back to full trust and openness -- at least partly as a means of staving off the day when the network will ossify into an unchangeable form and function (much as the telephone network has done). The hope is that by that time, a new Internet will appear to offer a context for unfettered innovation.

5. Existing Problems of BGP and the Current Inter-/Intra-Domain Architecture

Although most of the people who have to work with BGP today believe it to be a useful, working protocol, discussions have brought to light a number of areas where BGP or the relationship between BGP and the intra-domain routing protocols in use today could be improved. BGP-4 has been and continues to be extended since it was originally introduced in [RFC1771] and the protocol as deployed has been documented in [RFC4271]. This section is, to a large extent, a wish
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   list for the future domain-based routing architecture based on those
   areas where BGP is seen to be lacking, rather than simply a list of
   problems with BGP.  The shortcomings of today's inter-domain routing
   system have also been extensively surveyed in "Architectural
   Requirements for Inter-Domain Routing in the Internet" [RFC3221],
   particularly with respect to its stability and the problems produced
   by explosions in the size of the Internet.

5.1. BGP and Auto-Aggregation

The initial stability followed by linear growth rates of the number of routing objects (prefixes) that was achieved by the introduction of CIDR around 1994, has now been once again been replaced by near- exponential growth of number of routing objects. The granularity of many of the objects advertised in the default-free zone is very small (prefix length of 22 or longer): this granularity appears to be a by- product of attempts to perform precision traffic engineering related to increasing levels of multi-homing. At present, there is no mechanism in BGP that would allow an AS to aggregate such prefixes without advance knowledge of their existence, even if it was possible to deduce automatically that they could be aggregated. Achieving satisfactory auto-aggregation would also significantly reduce the non-locality problems associated with instability in peripheral ASs. On the other hand, it may be that alterations to the connectivity of the net as described in [RFC3221] and Section 2.5.1 may limit the usefulness of auto-aggregation.

5.2. Convergence and Recovery Issues

BGP today is a stable protocol under most circumstances, but this has been achieved at the expense of making the convergence time of the inter-domain routing system very slow under some conditions. This has a detrimental effect on the recovery of the network from failures. The timers that control the behavior of BGP are typically set to values in the region of several tens of seconds to a few minutes, which constrains the responsiveness of BGP to failure conditions. In the early days of deployment of BGP, poor network stability and router software problems lead to storms of withdrawals closely followed by re-advertisements of many prefixes. To control the load on routing software imposed by these "route flaps", route-flap damping was introduced into BGP. Most operators have now implemented a degree of route-flap damping in their deployments of BGP. This restricts the number of times that the routing tables will be rebuilt, even if a route is going up and down very frequently.
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   Unfortunately, route-flap damping responds to multiple flaps by
   increasing the route suppression time exponentially, which can result
   in some parts of the Internet being unreachable for hours at a time.

   There is evidence ([RFC3221] and measurements by some of the Sub-
   Group B members [Jiang02]) that in today's network, route flap is
   disproportionately associated with the fine-grained prefixes (length
   22 or longer) associated with traffic engineering at the periphery of
   the network.  Auto-aggregation, as previously discussed, would tend
   to mask such instability and prevent it being propagated across the
   whole network.  Another question that needs to be studied is the
   continuing need for an architecture that requires global convergence.
   Some of our studies (unpublished) show that, in some localities at
   least, the network never actually reaches stability; i.e., it never
   really globally converges.  Can a global, and beyond, network be
   designed with the requirement of global convergence?

5.3. Non-Locality of Effects of Instability and Misconfiguration

There have been a number of instances, some of which are well documented, of a mistake in BGP configuration in a single peripheral AS propagating across the whole Internet and resulting in misrouting of most of the traffic in the Internet. Similarly, a single route flap in a single peripheral AS can require route table recalculation across the entire Internet. This non-locality of effects is highly undesirable, and it would be a considerable improvement if such effects were naturally limited to a small area of the network around the problem. This is another argument for an architecture that does not require global convergence.

5.4. Multi-Homing Issues

As discussed previously, the increasing use of multi-homing as a robustness technique by peripheral networks requires that multiple routes have to be advertised for such domains. These routes must not be aggregated close in to the multi-homed domain as this would defeat the traffic engineering implied by multi-homing and currently cannot be aggregated further away from the multi-homed domain due to the lack of auto-aggregation capabilities. Consequentially, the default- free zone routing table is growing exponentially, as it was before CIDR. The longest prefix match routing technique introduced by CIDR, and implemented in BGP-4, when combined with provider address allocation is an obstacle to effective multi-homing if load sharing across the
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   multiple links is required.  If an AS has been allocated, its
   addresses from an upstream provider, the upstream provider can
   aggregate those addresses with those of other customers and need only
   advertise a single prefix for a range of customers.  But, if the
   customer AS is also connected to another provider, the second
   provider is not able to aggregate the customer addresses because they
   are not taken from his allocation, and will therefore have to
   announce a more specific route to the customer AS.  The longest match
   rule will then direct all traffic through the second provider, which
   is not as required.

   Example:


                                  \       /
                                 AS1     AS2
                                    \   /
                                     AS3


                       Figure 1: Address Aggregation

   In Figure 1, AS3 has received its addresses from AS1, which means AS1
   can aggregate.  But if AS3 wants its traffic to be seen equally both
   ways, AS3 is forced to announce both the aggregate and the more
   specific route to AS2.

   This problem has induced many ASs to apply for their own address
   allocation even though they could have been allocated from an
   upstream provider further exacerbating the default-free zone route
   table size explosion.  This problem also interferes with the desire
   of many providers in the default-free zone to route only prefixes
   that are equal to or shorter than 20 or 19 bits.

   Note that some problems that are referred to as multi-homing issues
   are not, and should not be, solvable through the routing system
   (e.g., where a TCP load distributor is needed), and multi-homing is
   not a panacea for the general problem of robustness in a routing
   system [Berkowitz01].

      Editors' Note: A more recent analysis of multi-homing can be found
      in [RFC4116].

5.5. AS Number Exhaustion

The domain identifier or AS number is a 16-bit number. When this paper was originally written in 2001, allocation of AS numbers was increasing 51% a year [RFC3221] and exhaustion by 2005 was predicted.
Top   ToC   RFC5773 - Page 39
   According to some recent work again by Huston [Huston05], the rate of
   increase dropped off after the business downturn, but as of July
   2005, well over half the available AS numbers (39000 out of 64510)
   had been allocated by IANA and around 20000 were visible in the
   global BGP routing tables.  A year later, these figures had grown to
   42000 (April 2006) and 23000 (August 2006), respectively, and the
   rate of allocation is currently about 3500 per year.  Depending on
   the curve-fitting model used to predict when exhaustion will occur,
   the pool will run out somewhere between 2010 and 2013.  There appear
   to be other factors at work in this rate of increase beyond an
   increase in the number of ISPs in business, although there is a fair
   degree of correlation between these numbers.  AS numbers are now used
   for a number of purposes beyond that of identifying large routing
   domains: multi-homed sites acquire an AS number in order to express
   routing preferences to their various providers and AS numbers are
   used part of the addressing mechanism for MPLS/BGP-based virtual
   private networks (VPNs) [RFC4364].  The IETF has had a proposal under
   development for over four years to increase the available range of AS
   numbers to 32 bits [RFC4893].  Much of the slowness in development is
   due to the deployment challenge during transition.  Because of the
   difficulties of transition, deployment needs to start well in advance
   of actual exhaustion so that the network as a whole is ready for the
   new capability when it is needed.  This implies that standardization
   needs to be complete and implementations available at least well in
   advance of expected exhaustion so that deployment of upgrades that
   can handle the longer AS numbers, should be starting around 2008, to
   give a reasonable expectation that the change has been rolled out
   across a large fraction of the Internet by the time exhaustion
   occurs.

      Editors' Note: The Regional Internet Registries (RIRs) are
      planning to move to assignment of the longer AS numbers by default
      on 1 January 2009, but there are concerns that significant numbers
      of routers will not have been upgraded by then.

5.6. Partitioned ASs

Tricks with discontinuous ASs are used by operators, for example, to implement anycast. Discontinuous ASs may also come into being by chance if a multi-homed domain becomes partitioned as a result of a fault and part of the domain can access the Internet through each connection. It may be desirable to make support for this kind of situation more transparent than it is at present.
Top   ToC   RFC5773 - Page 40

5.7. Load Sharing

Load splitting or sharing was not a goal of the original designers of BGP and it is now a problem for today's network designers and managers. Trying to fool BGP into load sharing between several links is a constantly recurring exercise for most operators today.

5.8. Hold-Down Issues

As with the interval between "hello" messages in OSPF, the typical size and defined granularity (seconds to tens of seconds) of the "keepalive" time negotiated at start-up for each BGP connection constrains the responsiveness of BGP to link failures. The recommended values and the available lower limit for this timer were set to limit the overhead caused by keepalive messages when link bandwidths were typically much lower than today. Analysis and experiment ([Alaettinoglu00], [Sandiick00] and [RFC4204]) indicate that faster links could sustain a much higher rate of keepalive messages without significantly impacting normal data traffic. This would improve responsiveness to link and node failures but with a corresponding increase in the risk of instability, if the error characteristics of the link are not taken properly into account when setting the keepalive interval. Editors' Note: A "fast" liveness protocol has been specified in [Katz10]. An additional problem with the hold-down mechanism in BGP is the amount of information that has to be exchanged to re-establish the database of route advertisements on each side of the link when it is re-established after a failure. Currently any failure, however brief forces a full exchange that could perhaps be constrained by retaining some state across limited time failures and using revision control, transaction and replication techniques to resynchronize the databases. Various techniques have been implemented to try to reduce this problem, but they have not yet been standardized.

5.9. Interaction between Inter-Domain Routing and Intra-Domain Routing

Today, many operators' backbone routers run both I-BGP and an intra- domain protocol to maintain the routes that reach between the borders of the domain. Exporting routes from BGP into the intra-domain protocol in use and bringing them back up to BGP is not recommended [RFC2791], but it is still necessary for all backbone routers to run both protocols. BGP is used to find the egress point and intra-
Top   ToC   RFC5773 - Page 41
   domain protocol to find the path (next-hop router) to the egress
   point across the domain.  This is not only a management problem but
   may also create other problems:

   o  BGP is a path-vector protocol (i.e., a protocol that uses distance
      metrics possibly overridden by policy metrics), whereas most
      intra-domain protocols are link-state protocols.  As such, BGP is
      not optimized for convergence speed although distance-vector
      algorithms generally require less processing power.  Incidentally,
      more efficient distance-vector algorithms are available such as
      [Xu97].

   o  The metrics used in BGP and the intra-domain protocol are rarely
      comparable or combinable.  Whilst there are arguments that the
      optimizations inside a domain may be different from those for end-
      to-end paths, there are occasions, such as calculating the
      "topologically nearest" server when computable or combinable
      metrics would be of assistance.

   o  The policies that can be implemented using BGP are designed for
      control of traffic exchange between operators, not for controlling
      paths within a domain.  Policies for BGP are most conveniently
      expressed in Routing Policy Support Language (RPSL) [RFC2622] and
      this could be extended if thought desirable to include additional
      policy information.

   o  If the NEXT HOP destination for a set of BGP routes becomes
      inaccessible because of intra-domain protocol problems, the routes
      using the vanished next hop have to be invalidated at the next
      available UPDATE.  Subsequently, if the next-hop route reappears,
      this would normally lead to the BGP speaker requesting a full
      table from its neighbor(s).  Current implementations may attempt
      to circumvent the effects of intra-domain protocol route flap by
      caching the invalid routes for a period in case the next hop is
      restored through the "graceful restart" mechanism.

         Editors' Note: This was standardized as [RFC4724].

   o  Synchronization between intra-domain and inter-domain routing
      information is a problem as long as we use different protocols for
      intra-domain and inter-domain routing, which will most probably be
      the case even in the future because of the differing requirements
      in the two situations.  Some sort of synchronization between those
      two protocols would be useful.  In the RFC "IS-IS Transient
      Blackhole Avoidance" [RFC3277], the intra-domain protocol side of
      the story is covered (there is an equivalent discussion for OSPF).
Top   ToC   RFC5773 - Page 42
   o  Synchronizing in BGP means waiting for the intra-domain protocol
      to know about the same networks as the inter-domain protocol,
      which can take a significant period of time and slows down the
      convergence of BGP by adding the intra-domain protocol convergence
      time into each cycle.  In general, operators no longer attempt
      full synchronization in order to avoid this problem (in general,
      redistributing the entire BGP routing feed into the local intra-
      domain protocol is unnecessary and undesirable but where a domain
      has multiple exits to peers and other non-customer networks,
      changes in BGP routing that affect the exit taken by traffic
      require corresponding re-routing in the intra-domain routing).

5.10. Policy Issues

There are several classes of issues with current BGP policy: o Policy is installed in an ad hoc manner in each autonomous system. There isn't a method for ensuring that the policy installed in one router is coherent with policies installed in other routers. o As described in Griffin [Griffin99] and in McPherson [RFC3345], it is possible to create policies for ASs, and instantiate them in routers, that will cause BGP to fail to converge in certain types of topology o There is no available network model for describing policy in a coherent manner. Policy management is extremely complex and mostly done without the aid of any automated procedures. The extreme complexity means that a highly-qualified specialist is required for policy management of border routers. The training of these specialists is quite lengthy and needs to involve long periods of hands-on experience. There is, therefore, a shortage of qualified staff for installing and maintaining the routing policies. Because of the overall complexity of BGP, policy management tends to be only a relatively small topic within a complete BGP training course and specialized policy management training courses are not generally available.

5.11. Security Issues

While many of the issues with BGP security have been traced either to implementation issues or to operational issues, BGP is vulnerable to Distributed Denial of Service (DDoS) attacks. Additionally, routers can be used as unwitting forwarders in DDoS attacks on other systems.
Top   ToC   RFC5773 - Page 43
   Though DDoS attacks can be fought in a variety of ways, mostly using
   filtering methods, it takes constant vigilance.  There is nothing in
   the current architecture or in the protocols that serves to protect
   the forwarders from these attacks.

      Editors' Note: Since the original document was written, the issue
      of inter-domain routing security has been studied in much greater
      depth.  The rpsec working group has gone into the security issues
      in great detail [RFC4593] and readers should refer to that work to
      understand the security issues.

5.12. Support of MPLS and VPNS

Recently, BGP has been modified to function as a signaling protocol for MPLS and for VPNs [RFC4364]. Some people see this overloading of the BGP protocol as a boon whilst others see it as a problem. While it was certainly convenient as a vehicle for vendors to deliver extra functionality to their products, it has exacerbated some of the performance and complexity issues of BGP. Two important problems are that, the additional state that must be retained and refreshed to support VPN (Virtual Private Network) tunnels and that BGP does not provide end-to-end notification making it difficult to confirm that all necessary state has been installed or updated. It is an open question whether VPN signaling protocols should remain separate from the route determination protocols.

5.13. IPv4/IPv6 Ships in the Night

The fact that service providers need to maintain two completely separate networks, one for IPv4 and one for IPv6, has been a real hindrance to the introduction of IPv6. When IPv6 does get widely deployed, it will do so without causing the disappearance of IPv4. This means that unless something is done, service providers would need to maintain the two networks in perpetuity (at least on the foreshortened timescale which the Internet world uses). It is possible to use a single set of BGP speakers with multi- protocol extensions [RFC4760] to exchange information about both IPv4 and IPv6 routes between domains, but the use of TCP as the transport protocol for the information exchange results in an asymmetry when choosing to use one of TCP over IPv4 or TCP over IPv6. Successful information exchange confirms one of IPv4 or IPv6 reachability between the speakers but not the other, making it possible that reachability is being advertised for a protocol for which it is not present.
Top   ToC   RFC5773 - Page 44
   Also, current implementations do not allow a route to be advertised
   for both IPv4 and IPv6 in the same UPDATE message, because it is not
   possible to explicitly link the reachability information for an
   address family to the corresponding next-hop information.  This could
   be improved, but currently results in independent UPDATEs being
   exchanged for each address family.

5.14. Existing Tools to Support Effective Deployment of Inter-Domain Routing

The tools available to network operators to assist in configuring and maintaining effective inter-domain routing in line with their defined policies are limited, and almost entirely passive. o There are no tools to facilitate the planning of the routing of a domain (either intra- or inter-domain); there are a limited number of display tools that will visualize the routing once it has been configured. o There are no tools to assist in converting business policy specifications into the Routing Policy Specification Language (RPSL) language (see Section 5.14.1); there are limited tools to convert the RPSL into BGP commands and to check, post-facto, that the proposed policies are consistent with the policies in adjacent domains (always provided that these have been revealed and accurately documented). o There are no tools to monitor BGP route changes in real-time and warn the operator about policy inconsistencies and/or instabilities. The following section summarizes the tools that are available to assist with the use of RPSL. Note they are all batch mode tools used off-line from a real network. These tools will provide checks for skilled inter-domain routing configurers but limited assistance for the novice.

5.14.1. Routing Policy Specification Language RPSL (RFC 2622 and RFC 2650) and RIPE NCC Database (RIPE 157)

Routing Policy Specification Language (RPSL) [RFC2622] enables a network operator to describe routes, routers, and Autonomous Systems (ASs) that are connected to the local AS. Using the RPSL language (see [RFC2650]) a distributed database is created to describe routing policies in the Internet as described by each AS independently. The database can be used to check the consistency of routing policies stored in the database.
Top   ToC   RFC5773 - Page 45
   Tools exist [IRRToolSet] that can use the database to (among other
   things):

   o  Flag when two neighboring network operators specify conflicting or
      inconsistent routing information exchanges with each other and
      also detect global inconsistencies where possible;

   o  Extract all AS-paths between two networks that are allowed by
      routing policy from the routing policy database; display the
      connectivity a given network has according to current policies.

   The database queries enable a partial-static solution to the
   convergence problem.  They analyze routing policies of a very limited
   part of Internet and verify that they do not contain conflicts that
   could lead to protocol divergence.  The static analysis of
   convergence of the entire system has exponential time complexity, so
   approximation algorithms would have to be used.

   The toolset also allows router configurations to be generated from
   RPSL specifications.

      Editors' Note: The "Internet Routing Registry Toolset" was
      originally developed by the University of Southern California's
      Information Sciences Institute (ISI) between 1997 and 2001 as the
      "Routing Arbiter ToolSet" (RAToolSet) project.  The toolset is no
      longer developed by ISI but is used worldwide, so after a period
      of improvement by RIPE NCC, it has now been transferred to the
      Internet Systems Consortium (ISC) for ongoing maintenance as a
      public resource.

6. Security Considerations

As this is an informational document on the history of requirements in IDR and on the problems facing the current Internet IDR architecture, it does not as such create any security problems. On the other hand, some of the problems with today's Internet routing architecture do create security problems, and these have been discussed in the text above.

7. Acknowledgments

The document is derived from work originally produced by Babylon. Babylon was a loose association of individuals from academia, service providers, and vendors whose goal was to discuss issues in Internet routing with the intention of finding solutions for those problems.
Top   ToC   RFC5773 - Page 46
   The individual members who contributed materially to this document
   are: Anders Bergsten, Howard Berkowitz, Malin Carlzon, Lenka Carr
   Motyckova, Elwyn Davies, Avri Doria, Pierre Fransson, Yong Jiang,
   Dmitri Krioukov, Tove Madsen, Olle Pers, and Olov Schelen.

   Thanks also go to the members of Babylon and others who did
   substantial reviews of this material.  Specifically, we would like to
   acknowledge the helpful comments and suggestions of the following
   individuals: Loa Andersson, Tomas Ahlstrom, Erik Aman, Thomas
   Eriksson, Niklas Borg, Nigel Bragg, Thomas Chmara, Krister Edlund,
   Owe Grafford, Susan Hares, Torbjorn Lundberg, David McGrew, Jasminko
   Mulahusic, Florian-Daniel Otel, Bernhard Stockman, Tom Worster, and
   Roberto Zamparo.

   In addition, the authors are indebted to the folks who wrote all the
   references we have consulted in putting this paper together.  This
   includes not only the references explicitly listed below, but also
   those who contributed to the mailing lists we have been participating
   in for years.

   The editors thank Lixia Zhang, as IRSG document shepherd, for her
   help and her perseverance, without which this document would never
   have been published.

   Finally, it is the editors who are responsible for any lack of
   clarity, any errors, glaring omissions or misunderstandings.

8. Informative References

[Alaettinoglu00] Alaettinoglu, C., Jacobson, V., and H. Yu, "Towards Milli- Second IGP Convergence", Work in Progress, November 2000. [Berkowitz01] Berkowitz, H. and D. Krioukov, "To Be Multihomed: Requirements and Definitions", Work in Progress, July 2001. [Breslau90] Breslau, L. and D. Estrin, "An Architecture for Network- Layer Routing in OSI", Proceedings of the ACM symposium on Communications architectures & protocols , 1990. [Chapin94] Piscitello, D. and A. Chapin, "Open Systems Networking: TCP/IP & OSI", Addison-Wesley Copyright assigned to authors, 1994, <http://www.interisle.net/OSN/OSN.html>.
Top   ToC   RFC5773 - Page 47
   [Chiappa91]
              Chiappa, J., "A New IP Routing and Addressing
              Architecture", Work in Progress, 1991.

   [Clark00]  Clark, D. and M. Blumenthal, "Rethinking the design of the
              Internet: The end to end arguments vs. the brave new
              world", August 2000,
              <http://dspace.mit.edu/handle/1721.1/1519>.

   [Griffin99]
              Griffin, T. and G. Wilfong, "An Analysis of BGP
              Convergence Properties", Association for Computing
              Machinery Proceedings of SIGCOMM '99, 1999.

   [Huitema90]
              Huitema, C. and W. Dabbous, "Routeing protocols
              development in the OSI architecture",  Proceedings of
              ISCIS V Turkey, 1990.

   [Huston05]
              Huston, G., "Exploring Autonomous System Numbers", The ISP
              Column , August 2005,
              <http://www.potaroo.net/ispcol/2005-08/as.html>.

   [INARC89]  Mills, D., Ed. and M. Davis, Ed., "Internet Architecture
              Workshop: Future of the Internet System Architecture and
              TCP/IP Protocols - Report", Internet Architecture Task
              Force INARC, 1990, <http://www.eecis.udel.edu/~mills/
              database/papers/inarc.pdf>.

   [IRRToolSet]
              Internet Systems Consortium, "Internet Routing Registry
              Toolset Project", IRR Tool Set Website, 2006,
              <http://www.isc.org/index.pl?/sw/IRRToolSet/>.

   [ISO10747]
              ISO/IEC, "Protocol for Exchange of Inter-Domain Routeing
              Information among Intermediate Systems to support
              Forwarding of ISO 8473 PDUs", International Standard
              10747 , 1993.

   [Jiang02]  Jiang, Y., Doria, A., Olsson, D., and F. Pettersson,
              "Inter-domain Routing Stability Measurement", 2002,
              <http://psg.com/~avri/papers/paper-yong-
              hpsr2002-final.pdf>.

   [Katz10]   Katz, D. and D. Ward, "Bidirectional Forwarding
              Detection", Work in Progress, January 2010.
Top   ToC   RFC5773 - Page 48
   [Labovitz02]
              Labovitz, C., Ahuja, A., Farnam, J., and A. Bose,
              "Experimental Measurement of Delayed Convergence", NANOG ,
              2002.

   [NewArch03]
              Clark, D., Sollins, K., Wroclawski, J., Katabi, D., Kulik,
              J., Yang, X., Braden, R., Faber, T., Falk, A., Pingali,
              V., Handley, M., and N. Chiappa, "New Arch: Future
              Generation Internet Architecture", December 2003,
              <http://www.isi.edu/newarch/iDOCS/final.finalreport.pdf>.

   [RFC0904]  Mills, D., "Exterior Gateway Protocol formal
              specification", RFC 904, April 1984.

   [RFC0975]  Mills, D., "Autonomous confederations", RFC 975,
              February 1986.

   [RFC1105]  Lougheed, K. and J. Rekhter, "Border Gateway Protocol
              (BGP)", RFC 1105, June 1989.

   [RFC1126]  Little, M., "Goals and functional requirements for inter-
              autonomous system routing", RFC 1126, October 1989.

   [RFC1163]  Lougheed, K. and Y. Rekhter, "Border Gateway Protocol
              (BGP)", RFC 1163, June 1990.

   [RFC1267]  Lougheed, K. and Y. Rekhter, "Border Gateway Protocol 3
              (BGP-3)", RFC 1267, October 1991.

   [RFC1752]  Bradner, S. and A. Mankin, "The Recommendation for the IP
              Next Generation Protocol", RFC 1752, January 1995.

   [RFC1753]  Chiappa, J., "IPng Technical Requirements Of the Nimrod
              Routing and Addressing Architecture", RFC 1753,
              December 1994.

   [RFC1771]  Rekhter, Y. and T. Li, "A Border Gateway Protocol 4
              (BGP-4)", RFC 1771, March 1995.

   [RFC1992]  Castineyra, I., Chiappa, N., and M. Steenstrup, "The
              Nimrod Routing Architecture", RFC 1992, August 1996.

   [RFC2362]  Estrin, D., Farinacci, D., Helmy, A., Thaler, D., Deering,
              S., Handley, M., and V. Jacobson, "Protocol Independent
              Multicast-Sparse Mode (PIM-SM): Protocol Specification",
              RFC 2362, June 1998.
Top   ToC   RFC5773 - Page 49
   [RFC2622]  Alaettinoglu, C., Villamizar, C., Gerich, E., Kessens, D.,
              Meyer, D., Bates, T., Karrenberg, D., and M. Terpstra,
              "Routing Policy Specification Language (RPSL)", RFC 2622,
              June 1999.

   [RFC2650]  Meyer, D., Schmitz, J., Orange, C., Prior, M., and C.
              Alaettinoglu, "Using RPSL in Practice", RFC 2650,
              August 1999.

   [RFC2791]  Yu, J., "Scalable Routing Design Principles", RFC 2791,
              July 2000.

   [RFC3221]  Huston, G., "Commentary on Inter-Domain Routing in the
              Internet", RFC 3221, December 2001.

   [RFC3277]  McPherson, D., "Intermediate System to Intermediate System
              (IS-IS) Transient Blackhole Avoidance", RFC 3277,
              April 2002.

   [RFC3345]  McPherson, D., Gill, V., Walton, D., and A. Retana,
              "Border Gateway Protocol (BGP) Persistent Route
              Oscillation Condition", RFC 3345, August 2002.

   [RFC3618]  Fenner, B. and D. Meyer, "Multicast Source Discovery
              Protocol (MSDP)", RFC 3618, October 2003.

   [RFC3765]  Huston, G., "NOPEER Community for Border Gateway Protocol
              (BGP) Route Scope Control", RFC 3765, April 2004.

   [RFC3913]  Thaler, D., "Border Gateway Multicast Protocol (BGMP):
              Protocol Specification", RFC 3913, September 2004.

   [RFC4116]  Abley, J., Lindqvist, K., Davies, E., Black, B., and V.
              Gill, "IPv4 Multihoming Practices and Limitations",
              RFC 4116, July 2005.

   [RFC4204]  Lang, J., "Link Management Protocol (LMP)", RFC 4204,
              October 2005.

   [RFC4271]  Rekhter, Y., Li, T., and S. Hares, "A Border Gateway
              Protocol 4 (BGP-4)", RFC 4271, January 2006.

   [RFC4364]  Rosen, E. and Y. Rekhter, "BGP/MPLS IP Virtual Private
              Networks (VPNs)", RFC 4364, February 2006.

   [RFC4593]  Barbir, A., Murphy, S., and Y. Yang, "Generic Threats to
              Routing Protocols", RFC 4593, October 2006.
Top   ToC   RFC5773 - Page 50
   [RFC4601]  Fenner, B., Handley, M., Holbrook, H., and I. Kouvelas,
              "Protocol Independent Multicast - Sparse Mode (PIM-SM):
              Protocol Specification (Revised)", RFC 4601, August 2006.

   [RFC4724]  Sangli, S., Chen, E., Fernando, R., Scudder, J., and Y.
              Rekhter, "Graceful Restart Mechanism for BGP", RFC 4724,
              January 2007.

   [RFC4760]  Bates, T., Chandra, R., Katz, D., and Y. Rekhter,
              "Multiprotocol Extensions for BGP-4", RFC 4760,
              January 2007.

   [RFC4893]  Vohra, Q. and E. Chen, "BGP Support for Four-octet AS
              Number Space", RFC 4893, May 2007.

   [RFC5772]  Doria, A., Davies, E., and F. Kastenholz, "A Set of
              Possible Requirements for a Future Routing Architecture",
              RFC 5772, February 2010.

   [Sandiick00]
              Sandick, H., Squire, M., Cain, B., Duncan, I., and B.
              Haberman, "Fast LIveness Protocol (FLIP)", Work
              in Progress, February 2000.

   [Tsuchiya87]
              Tsuchiya, P., "An Architecture for Network-Layer Routing
              in OSI", Proceedings of the ACM workshop on Frontiers in
              computer communications technology , 1987.

   [Xu97]     Xu, Z., Dai, S., and J. Garcia-Luna-Aceves, "A More
              Efficient Distance Vector Routing Algorithm", Proc IEEE
              MILCOM 97, Monterey, California, Nov 1997, <http://
              www.cse.ucsc.edu/research/ccrg/publications/
              zhengyu.milcom97.pdf>.
Top   ToC   RFC5773 - Page 51

Authors' Addresses

Elwyn B. Davies Folly Consulting Soham, Cambs UK Phone: +44 7889 488 335 EMail: elwynd@dial.pipex.com Avri Doria LTU Lulea, 971 87 Sweden Phone: +1 401 663 5024 EMail: avri@acm.org