RFC 2991 INFORMATIONAL ROUTING · LOAD BALANCING · MULTIPATH

Multipath Issues in Unicast and Multicast Next-Hop Selection

How routers can choose next hops without splitting a flow across changing paths.

On rfc-editor.org ↗
PUBLISHED
November 2000
AUTHORS
D. Thaler, C. Hopps
STREAM
Legacy
MODULO-N FLOW MOVEMENT
(N-1)/N
HASH-THRESHOLD FLOW MOVEMENT
Between 1/4 and 1/2
HRW FLOW MOVEMENT
1/N
HRW RELATIVE COST
About N times modulo-N
FAST-RETRANSMIT TRIGGER
3 or more later packets arrive first
DOI
10.17487/RFC2991

RFC text

Contents
Original text · RFC Editor View on rfc-editor.org ↗
Network Working Group                                           D. Thaler
Request for Comments: 2991                                      Microsoft
Category: Informational                                          C. Hopps
                                                     NextHop Technologies
                                                            November 2000


      Multipath Issues in Unicast and Multicast Next-Hop Selection

Status of this Memo

   This memo provides information for the Internet community.  It does
   not specify an Internet standard of any kind.  Distribution of this
   memo is unlimited.

Copyright Notice

   Copyright (C) The Internet Society (2000).  All Rights Reserved.

Abstract

   Various routing protocols, including Open Shortest Path First (OSPF)
   and Intermediate System to Intermediate System (ISIS), explicitly
   allow "Equal-Cost Multipath" (ECMP) routing.  Some router
   implementations also allow equal-cost multipath usage with RIP and
   other routing protocols.  The effect of multipath routing on a
   forwarder is that the forwarder potentially has several next-hops for
   any given destination and must use some method to choose which next-
   hop should be used for a given data packet.

1.  Introduction

   Various routing protocols, including OSPF and ISIS, explicitly allow
   "Equal-Cost Multipath" routing.  Some router implementations also
   allow equal-cost multipath usage with RIP and other routing
   protocols.  Using equal-cost multipath means that if multiple equal-
   cost routes to the same destination exist, they can be discovered and
   used to provide load balancing among redundant paths.

   The effect of multipath routing on a forwarder is that the forwarder
   potentially has several next-hops for any given destination and must
   use some method to choose which next-hop should be used for a given
   data packet.  This memo summarizes current practices, problems, and
   solutions.

2.  Concerns

   Several router implementations allow multipath forwarding.  This is
   sometimes done naively via round-robin, where each packet matching a
   given destination route is forwarded using the subsequent next-hop,
   in a round-robin fashion.  This does provide a form of load
   balancing, but there are several problems with approaches such as
   round-robin or random:

   Variable Path MTU
         Since each of the redundant paths may have a different MTU,
         this means that the overall path MTU can change on a packet-
         by-packet basis, negating the usefulness of path MTU discovery.

   Variable Latencies
         Since each of the redundant paths may have a different latency
         involved, having packets take separate paths can cause packets
         to always arrive out of order, increasing delivery latency and
         buffering requirements.

         Packet reordering causes TCP to believe that loss has taken
         place when packets with higher sequence numbers arrive before
         an earlier one.  When three or more packets are received before
         a "late" packet, TCP enters a mode called "fast-retransmit" [6]
         which consumes extra bandwidth (which could potentially cause
         more loss, decreasing throughput) as it attempts to
         unnecessarily retransmit the delayed packet(s).  Hence,
         reordering can be detrimental to network performance.

   Debugging
         Common debugging utilities such as ping and traceroute are much
         less reliable in the presence of multiple paths and may even
         present completely wrong results.

   In multicast routing, the problem with multiple paths is that
   multicast routing protocols prevent loops and duplicates by
   constructing a single tree to all receivers of the same group
   address.  Multicast routing protocols deployed today (DVMRP, PIM-DM,
   PIM-SM) [2] construct shortest-path trees rooted at either the
   source, or another router known as a Core or Rendezvous Point.
   Hence, the way they ensure that duplicates will not arise is that a
   given tree must use only a single next-hop towards the root of the
   tree.

3.  Requirements

   In the remainder of this document, we will use the term "flow" to
   represent the granularity at which the router keeps state (if at all)
   for classes of traffic.  The exact definition of a flow may depend on
   the actual implementation.  For example, a flow might be identified
   solely by destination address, or it might be identified by (source
   address, destination address, protocol id) triplet.  Hence "flow" is
   not necessarily synonymous with the term "microflow" as used in RFC
   2474 [7], which also includes port numbers.  Indeed, including
   transport-layer information in the next-hop selection process can
   actually be problematic.  For example, if packets are fragmented, the
   transport-layer information may not be available in every packet.
   Furthermore, having the choice of path depend on transport-layer
   fields may negate the benefit of caching information such as MTU for
   use in subsequent connections between the same endpoints.

   All of the problems outlined in the previous section arise when
   packets in the same unicast or multicast "flow" are split among
   multiple paths.  The natural solution is therefore to ensure that
   packets for the same flow always use the same path.

   Two additional features are desirable:

   Minimal disruption
         When multipath is used, meaning that multiple routes contribute
         valid next-hops, the chances are higher of routes being added
         and deleted from consideration than when only the "best" route
         is used (in which case metric changes in alternate routes have
         no effect on traffic paths).  Since a higher number of routes
         may actually be used for forwarding when multipath is in use,
         the potential for packet reordering and packet loss due to
         route flaps can be much greater than when not using multipath.
         Hence, it is desirable to minimize the number of active flows
         affected by the addition or deletion of another next-hop.

   Fast implementation
         The amount of additional computation required to forward a
         packet should be small.  For example, when doing round-robin,
         this computation might consist of incrementing (modulo the
         number of next-hops) a next-hop index.

4.  Solutions

   We now provide three possible methods for improving the performance
   of multipath and then discuss their applicability to unicast and
   multicast forwarding.

   Modulo-N Hash
         To select a next-hop from the list of N next-hops, the router
         performs a modulo-N hash over the packet header fields that
         identify a flow.  This has the advantage of being fast, at the
         expense of (N-1)/N of all flows changing paths whenever a
         next-hop is added or removed.

   Hash-Threshold
         The router first selects a key by performing a hash over the
         packet header fields that identify the flow.  The N next-hops
         have been assigned unique regions in the hash function's output
         space.  By comparing the hash value against region boundaries
         the router can determine which region the hash value belongs to
         and thus which next-hop to use.  This method has the advantage
         of only affecting flows near the region boundaries (or
         thresholds) when next-hops are added or removed.  For ECMP
         hash-threshold's lookup can be done with a simple division
         (hash_value / fixed_region_size).  When a next-hop is added or
         removed, between 1/4 and 1/2 of all flows change paths.  An
         analysis of this method can be found in [3].

   Highest Random Weight (HRW)
         The router computes a key for EACH next-hop by performing a
         hash over the packet header fields that identify the flow, as
         well as over the address of the next-hop.  The router then
         chooses the next-hop with the highest resulting key value [4].
         This has the advantage of minimizing the number of flows
         affected by a next-hop addition or deletion (only 1/N of them),
         but is approximately N times as expensive as a modulo-N hash.

   The applicability of these three alternatives depends on (at least)
   two factors: whether the forwarder maintains per-flow state, and how
   precious CPU is to a multipath forwarder.

   Some routers may maintain per-flow state for reasons other than for
   supporting multipath.  For example, routers typically keep per-flow
   state for multicast flows so that they can maintain the list of
   interfaces to which packets in the flow should be copied.

   If per-flow state is maintained in a multipath forwarder, then
   computation of the next-hop can be done by the router at state
   creation time.  This entails no additional computations at packet
   forwarding time compared with normal forwarding to a single next-hop,
   since the next-hop is precomputed.  In this case, any method can be
   used, including round-robin, random, modulo-N, hash-threshold or HRW.
   Hash functions such as modulo-N, hash-threshold and HRW are better if
   the forwarder state may be deleted for any reason during the lifetime
   of a flow since subsequent next-hop computations by the router will
   always select the same path.  This also improves the usefulness of
   debugging utilities such as traceroute.  Finally, to maximize the
   stability of paths (and hence the usefulness of traceroute, etc.),
   the use of HRW is recommended over the other methods mentioned
   herein.

   If per-flow state is not maintained by the forwarder, then using
   multiple next-hops requires that the next-hop be calculated at packet
   arrival time.  When CPU is more precious than stability of flow
   paths, hash-threshold is recommended over the other methods mentioned
   herein.

4.1.  Unicast Forwarding

   Depending on the implementation, unicast forwarding may or may not
   keep per-flow state.  We recommend that where forwarder
   implementations keep flow state, routers should use HRW at state
   creation time (and next-hop deletion time) to select the next-hop,
   and that forwarders without per-flow state use hash-threshold.

4.2.  Multicast Forwarding

   Today's multicast forwarding engines use a cache of forwarding
   entries indexed by group (or group prefix) and source (or source
   prefix).  This means that today's multicast forwarder's always keep
   per-flow state, although for some multicast routing protocols, the
   "flow" may be fairly coarse (e.g., traffic from all sources to the
   same destination).  Since per-flow state is kept by the forwarder, it
   is recommended that the router always use HRW to select the next-hop.

   Routers using explicit-joining protocols such as PIM-SM [5] should
   thus use the multipath information when determining to which neighbor
   a join message should be sent.  For example, when multiple next-hops
   exist for a given Rendezvous Point (RP) toward which a (*,G) Join
   should be sent, it is recommended that HRW be used to select the
   next-hop to use for each group.

5.  Applicability

   The algorithms discussed above (except round-robin) all rely on some
   form of hash function.  Equal flow distribution is achieved when the
   hash function is uniformly distributed.  Since the commonly used hash
   functions only become uniformly distributed when the number of inputs
   is relatively large, these algorithms are more applicable to routers
   used to route many flows, than in, for example, a small business
   setting.

6.  Redundant Parallel Links

   A related problem occurs when multiple parallel links are used
   between the same pair of routers.  A common solution is to bundle the
   two links together into a "super"-link when is then used for routing.
   For multicast forwarding, this results in the two links being reduced
   to a single next-hop (over the combined link) which can be used to
   prevent duplicates.  When a unicast or multicast packet is queued to
   the combined link, some method, such as those discussed earlier, is
   still required to determine the physical link on which to transmit
   the packet.  If the parallel links are identical, then most of the
   concerns discussed in this document are avoided with the combined
   link.  The exception is packet reordering, which can still occur with
   round-robin, adversely affecting TCP.

7.  Security Considerations

   This document discusses issues with various methods of choosing a
   next-hop from among multiple valid next-hops.  As such, it does not
   directly impact the security of the Internet infrastructure or its
   applications.

   One issue that is worth mentioning, however, is that when next-hop
   selection is predictable, an attacker can synthesize traffic that
   will all hash the same, making it possible to launch a denial-of-
   service attack that overloads a particular path.  Since a special
   case of this is when the same (single) next-hop is always selected,
   such an attack is easiest when multipath is not being used.
   Introducing multipath routing can make such an attack more difficult;
   the more unpredictable the hash is, the harder it becomes to conduct
   a denial-of-service attack against any single link.

8.  References

   [1]  Moy, J., "OSPF Version 2", STD 54, RFC 2328, April 1998.

   [2]  Maufer, T., "Deploying IP Multicast in the Enterprise",
        Prentice-Hall, 1998.

   [3]  Hopps, C., "Analysis of an Equal-Cost Multi-Path Algorithm", RFC
        2992, November 2000.

   [4]  Thaler, D., and C.V. Ravishankar, "Using Name-Based Mappings to
        Increase Hit Rates", IEEE/ACM Transactions on Networking,
        February 1998.

   [5]  Estrin, D., Farinacci, D., Helmy, A., Thaler, D., Deering, S.,
        Handley, M., Jacobson, V., Liu, C., Sharma, P. and L. Wei,
        "Protocol Independent Multicast-Sparse Mode (PIM-SM): Protocol
        Specification", RFC 2362, June 1998.

   [6]  Allman, M., Paxson, V. and W. Stevens, "TCP Congestion Control",
        RFC 2581, April 1999.

   [7]  Nichols, K., Blake, S., Baker, F. and D. Black., "Definition of
        the Differentiated Services Field (DS Field) in the IPv4 and
        IPv6 Headers", RFC 2474, December 1998.

9.  Authors' Addresses

   Dave Thaler
   Microsoft
   One Microsoft Way
   Redmond, WA  98052

   Phone: +1 425 703 8835
   EMail: dthaler@dthaler.microsoft.com


   Christian E. Hopps
   NextHop Technologies, Inc.
   517 W. William Street
   Ann Arbor, MI 48103-4943
   U.S.A

   Phone: +1 734 936 0291
   EMail: chopps@nexthop.com

10.  Full Copyright Statement

   Copyright (C) The Internet Society (2000).  All Rights Reserved.

   This document and translations of it may be copied and furnished to
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   or assist in its implementation may be prepared, copied, published
   and distributed, in whole or in part, without restriction of any
   kind, provided that the above copyright notice and this paragraph are
   included on all such copies and derivative works.  However, this
   document itself may not be modified in any way, such as by removing
   the copyright notice or references to the Internet Society or other
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   The limited permissions granted above are perpetual and will not be
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Acknowledgement

   Funding for the RFC Editor function is currently provided by the
   Internet Society.

ISO Plain Language

On this page
PROBLEMA router with several equal-cost next hops must choose one for each packet, but round-robin or random choices can reorder packets and vary path MTU.
MECHANISMKeep each flow on one path by hashing fields that identify the flow. The memo compares modulo-N hashing, hash-threshold, and Highest Random Weight (HRW).
WHAT IT RECOMMENDSThe memo recommends HRW when per-flow state is available and for multicast; without per-flow state, it recommends hash-threshold when CPU cost matters.

§2Problems with Per-Packet Path Choices

Equal-Cost Multipath routing gives a forwarder several next hops for one destination. If it chooses a different path for each packet, different path MTUs can defeat path MTU discovery and different delays can reorder packets.

Reordering can cause TCP to treat a delayed packet as lost; the RFC says three or more later packets arriving first can trigger fast retransmit. Tools such as ping and traceroute can also give less reliable results when traffic takes multiple paths. Multicast routing needs one next hop toward the tree root to avoid loops and duplicates.

Packets from one flow can arrive out of order if they take paths with different delays. Keeping that flow on one path also makes path MTU discovery and network diagnosis more reliable.

§3Requirements for Next-Hop Selection

The memo uses flow to mean the traffic group for which a router may keep state. Depending on the implementation, a flow can be identified by a destination address or by source address, destination address, and protocol ID. The memo cautions that transport-layer fields may be absent from fragments.

A useful method keeps packets in one flow on the same path, changes as few active flows as possible when a next hop is added or removed, and uses little computation per packet.

A flow is the set of packets that the router keeps together for path selection. A good method keeps that flow on one path and limits how many flows move when routes change.

§4Three Next-Hop Selection Methods

Modulo-N hashing uses flow fields and takes the result modulo the number of next hops. It is fast, but adding or removing a next hop changes the path for (N-1)/N of flows. Hash-threshold assigns each next hop a region of hash values; the memo says between 1/4 and 1/2 of flows change when a next hop is added or removed.

Highest Random Weight (HRW) hashes the flow fields with each next-hop address and chooses the highest result. It affects 1/N of flows when a next hop changes, but costs about N times as much as modulo-N hashing.

Modulo-N is fast but can move most flows when the next-hop list changes. Hash-threshold and HRW move fewer flows, while HRW requires more calculation.

FLOW MOVEMENT AND COMPUTATION COST IN THE THREE METHODS
MethodFlows moved when a next hop changesRelative cost
Modulo-N hash(N-1)/NFast
Hash-thresholdBetween 1/4 and 1/2Simple division
Highest Random Weight1/NAbout N times modulo-N

§4Recommendations for Unicast and Multicast

When a forwarder keeps per-flow state, it can compute the next hop when the state is created. The memo recommends HRW for stable path selection. For unicast without per-flow state, it recommends hash-threshold when CPU use matters more than path stability.

Multicast forwarders keep per-flow state, so the memo recommends HRW for multicast. For PIM-SM, it also recommends using multipath information when selecting a neighbor for a join. Hash-based methods distribute flows evenly when their hash is uniform, which the memo says suits routers carrying many flows.

Use HRW when a router keeps per-flow state, including for multicast. Without that state, hash-threshold is the recommended option when calculation cost matters.

§7Security Considerations

The memo says the next-hop selection methods do not directly affect the security of Internet infrastructure or applications. It notes that predictable selection can let an attacker create traffic that hashes onto one path and overloads it.

Multipath and less predictable hashing can make that attack harder, though the memo does not describe a complete defense against denial of service.

Predictable path selection can help an attacker overload one path. Less predictable hashing can make that attack harder.

§6References