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+Network Working Group E. Crawley
+Request for Comments: 2386 Argon Networks
+Category: Informational R. Nair
+ Arrowpoint
+ B. Rajagopalan
+ NEC USA
+ H. Sandick
+ Bay Networks
+ August 1998
+
+
+ A Framework for QoS-based Routing in the Internet
+
+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 (1998). All Rights Reserved.
+
+ABSTRACT
+
+ QoS-based routing has been recognized as a missing piece in the
+ evolution of QoS-based service offerings in the Internet. This
+ document describes some of the QoS-based routing issues and
+ requirements, and proposes a framework for QoS-based routing in the
+ Internet. This framework is based on extending the current Internet
+ routing model of intra and interdomain routing to support QoS.
+
+1. SCOPE OF DOCUMENT & PHILOSOPHY
+
+ This document proposes a framework for QoS-based routing, with the
+ objective of fostering the development of an Internet-wide solution
+ while encouraging innovations in solving the many problems that
+ arise. QoS-based routing has many complex facets and it is
+ recommended that the following two-pronged approach be employed
+ towards its development:
+
+ 1. Encourage the growth and evolution of novel intradomain QoS-based
+ routing architectures. This is to allow the development of
+ independent, innovative solutions that address the many QoS-based
+ routing issues. Such solutions may be deployed in autonomous
+ systems (ASs), large and small, based on their specific needs.
+
+
+
+
+
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+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ 2. Encourage simple, consistent and stable interactions between ASs
+ implementing routing solutions developed as above.
+
+ This approach follows the traditional separation between intra and
+ interdomain routing. It allows solutions like QOSPF [GKOP98, ZSSC97],
+ Integrated PNNI [IPNNI] or other schemes to be deployed for
+ intradomain routing without any restriction, other than their ability
+ to interact with a common, and perhaps simple, interdomain routing
+ protocol. The need to develop a single, all encompassing solution to
+ the complex problem of QoS-based routing is therefore obviated. As a
+ practical matter, there are many different views on how QoS-based
+ routing should be done. Much overall progress can be made if an
+ opportunity exists for various ideas to be developed and deployed
+ concurrently, while some consensus on the interdomain routing
+ architecture is being developed. Finally, this routing model is
+ perhaps the most practical from an evolution point of view. It is
+ superfluous to say that the eventual success of a QoS-based Internet
+ routing architecture would depend on the ease of evolution.
+
+ The aim of this document is to describe the QoS-based routing issues,
+ identify basic requirements on intra and interdomain routing, and
+ describe an extension of the current interdomain routing model to
+ support QoS. It is not an objective of this document to specify the
+ details of intradomain QoS-based routing architectures. This is left
+ up to the various intradomain routing efforts that might follow. Nor
+ is it an objective to specify the details of the interface between
+ reservation protocols such as RSVP and QoS-based routing. The
+ specific interface functionality needed, however, would be clear from
+ the intra and interdomain routing solutions devised. In the
+ intradomain area, the goal is to develop the basic routing
+ requirements while allowing maximum freedom for the development of
+ solutions. In the interdomain area, the objectives are to identify
+ the QoS-based routing functions, and facilitate the development or
+ enhancement of a routing protocol that allows relatively simple
+ interaction between domains.
+
+ In the next section, a glossary of relevant terminology is given. In
+ Section 3, the objectives of QoS-based routing are described and the
+ issues that must be dealt with by QoS-based Internet routing efforts
+ are outlined. In Section 4, some requirements on intradomain routing
+ are defined. These requirements are purposely broad, putting few
+ constraints on solution approaches. The interdomain routing model and
+ issues are described in Section 5 and QoS-based multicast routing is
+ discussed in Section 6. The interaction between QoS-based routing
+ and resource reservation protocols is briefly considered in Section
+ 7. Security considerations are listed in Section 8 and related work
+ is described in Section 9. Finally, summary and conclusions are
+ presented in Section 10.
+
+
+
+Crawley, et. al. Informational [Page 2]
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+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+2. GLOSSARY
+
+ The following glossary lists the terminology used in this document
+ and an explanation of what is meant. Some of these terms may have
+ different connotations, but when used in this document, their meaning
+ is as given.
+
+ Alternate Path Routing : A routing technique where multiple paths,
+ rather than just the shortest path, between a source and a
+ destination are utilized to route traffic. One of the objectives of
+ alternate path routing is to distribute load among multiple paths in
+ the network.
+
+ Autonomous System (AS): A routing domain which has a common
+ administrative authority and consistent internal routing policy. An
+ AS may employ multiple intradomain routing protocols internally and
+ interfaces to other ASs via a common interdomain routing protocol.
+
+ Source: A host or router that can be identified by a unique unicast
+ IP address.
+
+ Unicast destination: A host or router that can be identified by a
+ unique unicast IP address.
+
+ Multicast destination: A multicast IP address indicating all hosts
+ and routers that are members of the corresponding group.
+
+ IP flow (or simply "flow"): An IP packet stream from a source to a
+ destination (unicast or multicast) with an associated Quality of
+ Service (QoS) (see below) and higher level demultiplexing
+ information. The associated QoS could be "best-effort".
+
+ Quality-of-Service (QoS): A set of service requirements to be met by
+ the network while transporting a flow.
+
+ Service class: The definitions of the semantics and parameters of a
+ specific type of QoS.
+
+ Integrated services: The Integrated Services model for the Internet
+ defined in RFC 1633 allows for integration of QoS services with the
+ best effort services of the Internet. The Integrated Services
+ (IntServ) working group in the IETF has defined two service classes,
+ Controlled Load Service [W97] and Guaranteed Service [SPG97].
+
+ RSVP: The ReSerVation Protocol [BZBH97]. A QoS signaling protocol
+ for the Internet.
+
+ Path: A unicast or multicast path.
+
+
+
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+
+ Unicast path: A sequence of links from an IP source to a unicast IP
+ destination, determined by the routing scheme for forwarding packets.
+
+ Multicast path (or Multicast Tree): A subtree of the network topology
+ in which all the leaves and zero or more interior nodes are members
+ of the same multicast group. A multicast path may be per-source, in
+ which case the subtree is rooted at the source.
+
+ Flow set-up: The act of establishing state in routers along a path to
+ satisfy the QoS requirement of a flow.
+
+ Crankback: A technique where a flow setup is recursively backtracked
+ along the partial flow path up to the first node that can determine
+ an alternative path to the destination.
+
+ QoS-based routing: A routing mechanism under which paths for flows
+ are determined based on some knowledge of resource availability in
+ the network as well as the QoS requirement of flows.
+
+ Route pinning: A mechanism to keep a flow path fixed for a duration
+ of time.
+
+ Flow Admission Control (FAC): A process by which it is determined
+ whether a link or a node has sufficient resources to satisfy the QoS
+ required for a flow. FAC is typically applied by each node in the
+ path of a flow during flow set-up to check local resource
+ availability.
+
+ Higher-level admission control: A process by which it is determined
+ whether or not a flow set-up should proceed, based on estimates and
+ policy requirements of the overall resource usage by the flow.
+ Higher-level admission control may result in the failure of a flow
+ set-up even when FAC at each node along the flow path indicates
+ resource availability.
+
+3. QOS-BASED ROUTING: BACKGROUND AND ISSUES
+
+3.1 Best-Effort and QoS-Based Routing
+
+ Routing deployed in today's Internet is focused on connectivity and
+ typically supports only one type of datagram service called "best
+ effort" [WC96]. Current Internet routing protocols, e.g. OSPF, RIP,
+ use "shortest path routing", i.e. routing that is optimized for a
+ single arbitrary metric, administrative weight or hop count. These
+ routing protocols are also "opportunistic," using the current
+ shortest path or route to a destination. Alternate paths with
+ acceptable but non-optimal cost can not be used to route traffic
+ (shortest path routing protocols do allow a router to alternate among
+
+
+
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+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ several equal cost paths to a destination).
+
+ QoS-based routing must extend the current routing paradigm in three
+ basic ways. First, to support traffic using integrated-services
+ class of services, multiple paths between node pairs will have to be
+ calculated. Some of these new classes of service will require the
+ distribution of additional routing metrics, e.g. delay, and available
+ bandwidth. If any of these metrics change frequently, routing updates
+ can become more frequent thereby consuming network bandwidth and
+ router CPU cycles.
+
+ Second, today's opportunistic routing will shift traffic from one
+ path to another as soon as a "better" path is found. The traffic
+ will be shifted even if the existing path can meet the service
+ requirements of the existing traffic. If routing calculation is tied
+ to frequently changing consumable resources (e.g. available
+ bandwidth) this change will happen more often and can introduce
+ routing oscillations as traffic shifts back and forth between
+ alternate paths. Furthermore, frequently changing routes can increase
+ the variation in the delay and jitter experienced by the end users.
+
+ Third, as mentioned earlier, today's optimal path routing algorithms
+ do not support alternate routing. If the best existing path cannot
+ admit a new flow, the associated traffic cannot be forwarded even if
+ an adequate alternate path exists.
+
+3.2 QoS-Based Routing and Resource Reservation
+
+ It is important to understand the difference between QoS-based
+ routing and resource reservation. While resource reservation
+ protocols such as RSVP [BZBH97] provide a method for requesting and
+ reserving network resources, they do not provide a mechanism for
+ determining a network path that has adequate resources to accommodate
+ the requested QoS. Conversely, QoS-based routing allows the
+ determination of a path that has a good chance of accommodating the
+ requested QoS, but it does not include a mechanism to reserve the
+ required resources.
+
+ Consequently, QoS-based routing is usually used in conjunction with
+ some form of resource reservation or resource allocation mechanism.
+ Simple forms of QoS-based routing have been used in the past for Type
+ of Service (TOS) routing [M98]. In the case of OSPF, a different
+ shortest-path tree can be computed for each of the 8 TOS values in
+ the IP header [ISI81]. Such mechanisms can be used to select
+ specially provisioned paths but do not completely assure that
+ resources are not overbooked along the path. As long as strict
+ resource management and control are not needed, mechanisms such as
+ TOS-based routing are useful for separating whole classes of traffic
+
+
+
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+
+
+ over multiple routes. Such mechanisms might work well with the
+ emerging Differential Services efforts [BBCD98].
+
+ Combining a resource reservation protocol with QoS-based routing
+ allows fine control over the route and resources at the cost of
+ additional state and setup time. For example, a protocol such as RSVP
+ may be used to trigger QoS-based routing calculations to meet the
+ needs of a specific flow.
+
+3.3 QoS-Based Routing: Objectives
+
+ Under QoS-based routing, paths for flows would be determined based
+ on some knowledge of resource availability in the network, as well as
+ the QoS requirement of flows. The main objectives of QoS-based
+ routing are:
+
+ 1. Dynamic determination of feasible paths: QoS-based routing can
+ determine a path, from among possibly many choices, that has a
+ good chance of accommodating the QoS of the given flow. Feasible
+ path selection may be subject to policy constraints, such as path
+ cost, provider selection, etc.
+
+ 2. Optimization of resource usage: A network state-dependent QoS-
+ based routing scheme can aid in the efficient utilization of
+ network resources by improving the total network throughput. Such
+ a routing scheme can be the basis for efficient network
+ engineering.
+
+ 3. Graceful performance degradation: State-dependent routing can
+ compensate for transient inadequacies in network engineering
+ (e.g., during focused overload conditions), giving better
+ throughput and a more graceful performance degradation as
+ compared to a state-insensitive routing scheme [A84].
+
+ QoS-based routing in the Internet, however, raises many issues:
+
+ - How do routers determine the QoS capability of each outgoing link
+ and reserve link resources? Note that some of these links may be
+ virtual, over ATM networks and others may be broadcast multi-
+ access links.
+
+ - What is the granularity of routing decision (i.e., destination-
+ based, source and destination-based, or flow-based)?
+
+ - What routing metrics are used and how are QoS-accommodating paths
+ computed for unicast flows?
+
+
+
+
+
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+
+ - How are QoS-accommodating paths computed for multicast flows with
+ different reservation styles and receiver heterogeneity?
+
+ - What are the performance objectives while computing QoS-based
+ paths?
+
+ - What are the administrative control issues?
+
+ - What factors affect the routing overheads?, and
+
+ - How is scalability achieved?
+
+ Some of these issues are discussed briefly next. Interdomain routing
+ is discussed in Section 5.
+
+3.4 QoS Determination and Resource Reservation
+
+ To determine whether the QoS requirements of a flow can be
+ accommodated on a link, a router must be able to determine the QoS
+ available on the link. It is still an open issue as to how the QoS
+ availability is determined for broadcast multiple access links (e.g.,
+ Ethernet). A related problem is the reservation of resources over
+ such links. Solutions to these problems are just emerging [GPSS98].
+
+ Similar problems arise when a router is connected to a large non-
+ broadcast multiple access network, such as ATM. In this case, if the
+ destination of a flow is outside the ATM network, the router may have
+ multiple egress choices. Furthermore, the QoS availability on the ATM
+ paths to each egress point may be different. The issues then are,
+
+ o how does a router determine all the egress choices across the
+ ATM network?
+ o how does it determine what QoS is available over the path to
+ each egress point?, and
+ o what QoS value does the router advertise for the ATM link.
+
+ Typically, IP routing over ATM (e.g., NHRP) allows the selection of a
+ single egress point in the ATM network, and the procedure does not
+ incorporate any knowledge of the QoS required over the path. An
+ approach like I-PNNI [IPNNI] would be helpful here, although it
+ introduces some complexity.
+
+ An additional problem with resource reservation is how to determine
+ what resources have already been allocated to a multicast flow. The
+ availability of this information during path computation improves the
+ chances of finding a path to add a new receiver to a multicast flow.
+ QOSPF [ZSSC97] handles this problem by letting routers broadcast
+ reserved resource information to other routers in their area.
+
+
+
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+
+ Alternate path routing [ZES97] deals with this issue by using probe
+ messages to find a path with sufficient resources. Path QoS
+ Computation (PQC) method, proposed in [GOA97], propagates bandwidth
+ allocation information in RSVP PATH messages. A router receiving the
+ PATH message gets an indication of the resource allocation only on
+ those links in the path to itself from the source. Allocation for
+ the same flow on other remote branches of the multicast tree is not
+ available. Thus, the PQC method may not be sufficient to find
+ feasible QoS-accommodating paths to all receivers.
+
+3.5 Granularity of Routing Decision
+
+ Routing in the Internet is currently based only on the destination
+ address of a packet. Many multicast routing protocols require
+ routing based on the source AND destination of a packet. The
+ Integrated Services architecture and RSVP allow QoS determination for
+ an individual flow between a source and a destination. This set of
+ routing granularities presents a problem for QoS routing solutions.
+
+ If routing based only on destination address is considered, then an
+ intermediate router will route all flows between different sources
+ and a given destination along the same path. This is acceptable if
+ the path has adequate capacity but a problem arises if there are
+ multiple flows to a destination that exceed the capacity of the link.
+
+ One version of QOSPF [ZSSC97] determines QoS routes based on source
+ and destination address. This implies that all traffic between a
+ given source and destination, regardless of the flow, will travel
+ down the same route. Again, the route must have capacity for all the
+ QoS traffic for the source/destination pair. The amount of routing
+ state also increases since the routing tables must include
+ source/destination pairs instead of just the destination.
+
+ The best granularity is found when routing is based on individual
+ flows but this incurs a tremendous cost in terms of the routing
+ state. Each QoS flow can be routed separately between any source and
+ destination. PQC [GOA97] and alternate path routing [ZES97], are
+ examples of solutions which operate at the flow level.
+
+ Both source/destination and flow-based routing may be susceptible to
+ packet looping under hop-by-hop forwarding. Suppose a node along a
+ flow or source/destination-based path loses the state information for
+ the flow. Also suppose that the flow-based route is different from
+ the regular destination-based route. The potential then exists for a
+ routing loop to form when the node forwards a packet belonging to the
+ flow using its destination-based routing table to a node that occurs
+
+
+
+
+
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+
+ earlier on the flow-based path. This is because the latter node may
+ use its flow-based routing table to forward the packet again to the
+ former and this can go on indefinitely.
+
+3.6 Metrics and Path Computation
+
+3.6.1 Metric Selection and Representation
+
+ There are some considerations in defining suitable link and node
+ metrics [WC96]. First, the metrics must represent the basic network
+ properties of interest. Such metrics include residual bandwidth,
+ delay and jitter. Since the flow QoS requirements have to be mapped
+ onto path metrics, the metrics define the types of QoS guarantees the
+ network can support. Alternatively, QoS-based routing cannot support
+ QoS requirements that cannot be meaningfully mapped onto a reasonable
+ combination of path metrics. Second, path computation based on a
+ metric or a combination of metrics must not be too complex as to
+ render them impractical. In this regard, it is worthwhile to note
+ that path computation based on certain combinations of metrics (e.g.,
+ delay and jitter) is theoretically hard. Thus, the allowable
+ combinations of metrics must be determined while taking into account
+ the complexity of computing paths based on these metrics and the QoS
+ needs of flows. A common strategy to allow flexible combinations of
+ metrics while at the same time reduce the path computation complexity
+ is to utilize "sequential filtering". Under this approach, a
+ combination of metrics is ordered in some fashion, reflecting the
+ importance of different metrics (e.g., cost followed by delay, etc.).
+ Paths based on the primary metric are computed first (using a simple
+ algorithm, e.g., shortest path) and a subset of them are eliminated
+ based on the secondary metric and so forth until a single path is
+ found. This is an approximation technique and it trades off global
+ optimality for path computation simplicity (The filtering technique
+ may be simpler, depending on the set of metrics used. For example,
+ with bandwidth and cost as metrics, it is possible to first eliminate
+ the set of links that do not have the requested bandwidth and then
+ compute the least cost path using the remaining links.)
+
+ Now, once suitable link and node metrics are defined, a uniform
+ representation of them is required across independent domains -
+ employing possibly different routing schemes - in order to derive
+ path metrics consistently (path metrics are obtained by the
+ composition of link and node metrics). Encoding of the maximum,
+ minimum, range, and granularity of the metrics are needed. Also, the
+ definitions of comparison and accumulation operators are required. In
+ addition, suitable triggers must be defined for indicating a
+ significant change from a minor change. The former will cause a
+ routing update to be generated. The stability of the QoS routes would
+
+
+
+
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+RFC 2386 A Framework for QoS-based Routing August 1998
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+
+ depend on the ability to control the generation of updates. With
+ interdomain routing, it is essential to obtain a fairly stable view
+ of the interconnection among the ASs.
+
+3.6.2 Metric Hierarchy
+
+ A hierarchy can be defined among various classes of service based on
+ the degree to which traffic from one class can potentially degrade
+ service of traffic from lower classes that traverse the same link. In
+ this hierarchy, guaranteed constant bit rate traffic is at the top
+ and "best-effort" datagram traffic at the bottom. Classes providing
+ service higher in the hierarchy impact classes providing service in
+ lower levels. The same situation is not true in the other direction.
+ For example, a datagram flow cannot affect a real-time service. Thus,
+ it may be necessary to distribute and update different metrics for
+ each type of service in the worst case. But, several advantages
+ result by identifying a single default metric. For example, one
+ could derive a single metric combining the availability of datagram
+ and real-time service over a common substrate.
+
+3.6.3 Datagram Flows
+
+ A delay-sensitive metric is probably the most obvious type of metric
+ suitable for datagram flows. However, it requires careful analysis to
+ avoid instabilities and to reduce storage and bandwidth requirements.
+ For example, a recursive filtering technique based on a simple and
+ efficient weighted averaging algorithm [NC94] could be used. This
+ filter is used to stabilize the metric. While it is adequate for
+ smoothing most loading patterns, it will not distinguish between
+ patterns consisting of regular bursts of traffic and random loading.
+ Among other stabilizing tools, is a minimum time between updates that
+ can help filter out high-frequency oscillations.
+
+3.6.4 Real-time Flows
+
+ In real-time quality-of-service, delay variation is generally more
+ critical than delay as long as the delay is not too high. Clearly,
+ voice-based applications cannot tolerate more than a certain level of
+ delay. The condition of varying delays may be expected to a greater
+ degree in a shared medium environment with datagrams, than in a
+ network implemented over a switched substrate. Routing a real-time
+ flow therefore reduces to an exercise in allocating the required
+ network resources while minimizing fragmentation of bandwidth. The
+ resulting situation is a bandwidth-limited minimum hop path from a
+ source to the destination. In other words, the router performs an
+ ordered search through paths of increasing hop count until it finds
+ one that meets all the bandwidth needs of the flow. To reduce
+ contention and the probability of false probes (due to inaccuracy in
+
+
+
+Crawley, et. al. Informational [Page 10]
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+
+ route tables), the router could select a path randomly from a
+ "window" of paths which meet the needs of the flow and satisfy one of
+ three additional criteria: best-fit, first-fit or worst-fit. Note
+ that there is a similarity between the allocation of bandwidth and
+ the allocation of memory in a multiprocessing system. First-fit seems
+ to be appropriate for a system with a high real-time flow arrival
+ rates; and worst-fit is ideal for real-time flows with high holding
+ times. This rather nonintuitive result was shown in [NC94].
+
+3.6.5 Path Properties
+
+ Path computation by itself is merely a search technique, e.g.,
+ Shortest Path First (SPF) is a search technique based on dynamic
+ programming. The usefulness of the paths computed depends to a large
+ extent on the metrics used in evaluating the cost of a path with
+ respect to a flow.
+
+ Each link considered by the path computation engine must be evaluated
+ against the requirements of the flow, i.e., the cost of providing the
+ services required by the flow must be estimated with respect to the
+ capabilities of the link. This requires a uniform method of combining
+ features such as delay, bandwidth, priority and other service
+ features. Furthermore, the costs must reflect the lost opportunity
+ of using each link after routing the flow.
+
+3.6.6 Performance Objectives
+
+ One common objective during path computation is to improve the total
+ network throughput. In this regard, merely routing a flow on any
+ path that accommodates its QoS requirement is not a good strategy. In
+ fact, this corresponds to uncontrolled alternate routing [SD95] and
+ may adversely impact performance at higher traffic loads. It is
+ therefore necessary to consider the total resource allocation for a
+ flow along a path, in relation to available resources, to determine
+ whether or not the flow should be routed on the path. Such a
+ mechanism is referred to in this document as "higher level admission
+ control". The goal of this is to ensure that the "cost" incurred by
+ the network in routing a flow with a given QoS is never more than the
+ revenue gained. The routing cost in this regard may be the lost
+ revenue in potentially blocking other flows that contend for the same
+ resources. The formulation of the higher level admission control
+ strategy, with suitable administrative hooks and with fairness to all
+ flows desiring entry to the network, is an issue. The fairness
+ problem arises because flows with smaller reservations tend to be
+ more successfully routed than flows with large reservations, for a
+ given engineered capacity. To guarantee a certain level of
+
+
+
+
+
+Crawley, et. al. Informational [Page 11]
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+
+
+ acceptance rate for "larger" flows, without over-engineering the
+ network, requires a fair higher level admission control mechanism.
+ The application of higher level admission control to multicast
+ routing is discussed later.
+
+3.7 Administrative Control
+
+ There are several administrative control issues. First, within an AS
+ employing state-dependent routing, administrative control of routing
+ behavior may be necessary. One example discussed earlier was higher
+ level admission control. Some others are described in this section.
+ Second, the control of interdomain routing based on policy is an
+ issue. The discussion of interdomain routing is defered to Section
+ 5.
+
+ Two areas that need administrative control, in addition to
+ appropriate routing mechanisms, are handling flow priority with
+ preemption, and resource allocation for multiple service classes.
+
+3.7.1 Flow Priorities and Preemption
+
+ If there are critical flows that must be accorded higher priority
+ than other types of flows, a mechanism must be implemented in the
+ network to recognize flow priorities. There are two aspects to
+ prioritizing flows. First, there must be a policy to decide how
+ different users are allowed to set priorities for flows they
+ originate. The network must be able to verify that a given flow is
+ allowed to claim a priority level signaled for it. Second, the
+ routing scheme must ensure that a path with the requested QoS will be
+ found for a flow with a probability that increases with the priority
+ of the flow. In other words, for a given network load, a high
+ priority flow should be more likely to get a certain QoS from the
+ network than a lower priority flow requesting the same QoS. Routing
+ procedures for flow prioritization can be complex. Identification
+ and evaluation of different procedures are areas that require
+ investigation.
+
+3.7.2 Resource Control
+
+ If there are multiple service classes, it is necessary to engineer a
+ network to carry the forecasted traffic demands of each class. To do
+ this, router and link resources may be logically partitioned among
+ various service classes. It is desirable to have dynamic partitioning
+ whereby unused resources in various partitions are dynamically
+ shifted to other partitions on demand [ACFH92]. Dynamic sharing,
+ however, must be done in a controlled fashion in order to prevent
+ traffic under some service class from taking up more resources than
+
+
+
+
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+
+
+ what was engineered for it for prolonged periods of time. The design
+ of such a resource sharing scheme, and its incorporation into the
+ QoS-based routing scheme are significant issues.
+
+3.8 QoS-Based Routing for Multicast Flows
+
+ QoS-based multicast routing is an important problem, especially if
+ the notion of higher level admission control is included. The
+ dynamism in the receiver set allowed by IP multicast, and receiver
+ heterogeneity add to the problem. With straightforward implementation
+ of distributed heuristic algorithms for multicast path computation
+ [W88, C91], the difficulty is essentially one of scalability. To
+ accommodate QoS, multicast path computation at a router must have
+ knowledge of not only the id of subnets where group members are
+ present, but also the identity of branches in the existing tree. In
+ other words, routers must keep flow-specific state information. Also,
+ computing optimal shared trees based on the shared reservation style
+ [BZBH97], may require new algorithms. Multicast routing is discussed
+ in some detail in Section 6.
+
+3.9 Routing Overheads
+
+ The overheads incurred by a routing scheme depend on the type of the
+ routing scheme, as well as the implementation. There are three types
+ of overheads to be considered: computation, storage and
+ communication. It is necessary to understand the implications of
+ choosing a routing mechanism in terms of these overheads.
+
+ For example, considering link state routing, the choice of the update
+ propagation mechanism is important since network state is dynamic and
+ changes relatively frequently. Specifically, a flooding mechanism
+ would result in many unnecessary message transmissions and
+ processing. Alternative techniques, such as tree-based forwarding
+ [R96], have to be considered. A related issue is the quantization of
+ state information to prevent frequent updating of dynamic state.
+ While coarse quantization reduces updating overheads, it may affect
+ the performance of the routing scheme. The tradeoff has to be
+ carefully evaluated. QoS-based routing incurs certain overheads
+ during flow establishment, for example, computing a source route.
+ Whether this overhead is disproportionate compared to the length of
+ the sessions is an issue. In general, techniques for the minimization
+ of routing-related overheads during flow establishment must be
+ investigated. Approaches that are useful include pre-computation of
+ routes, caching recently used routes, and TOS routing based on hints
+ in packets (e.g., the TOS field).
+
+
+
+
+
+
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+
+
+3.10 Scaling by Hierarchical Aggregation
+
+ QoS-based routing should be scalable, and hierarchical aggregation is
+ a common technique for scaling (e.g., [PNNI96]). But this introduces
+ problems with regard to the accuracy of the aggregated state
+ information [L95]. Also, the aggregation of paths under multiple
+ constraints is difficult. One of the difficulties is the risk of
+ accepting a flow based on inaccurate information, but not being able
+ to support the QoS requirements of flow because the capabilities of
+ the actual paths that are aggregated are not known during route
+ computation. Performance impacts of aggregating path metric
+ information must therefore be understood. A way to compensate for
+ inaccuracies is to use crankback, i.e., dynamic search for alternate
+ paths as a flow is being routed. But crankback increases the time to
+ set up a flow, and may adversely affect the performance of the
+ routing scheme under some circumstances. Thus, crankback must be used
+ judiciously, if at all, along with a higher level admission control
+ mechanism.
+
+4. INTRADOMAIN ROUTING REQUIREMENTS
+
+ At the intradomain level, the objective is to allow as much latitude
+ as possible in addressing the QoS-based routing issues. Indeed, there
+ are many ideas about how QoS-based routing services can be
+ provisioned within ASs. These range from on-demand path computation
+ based on current state information, to statically provisioned paths
+ supporting a few service classes.
+
+ Another aspect that might invite differing solutions is performance
+ optimization. Based on the technique used for this, intradomain
+ routing could be very sophisticated or rather simple. Finally, the
+ service classes supported, as well as the specific QoS engineered for
+ a service class, could differ from AS to AS. For instance, some ASs
+ may not support guaranteed service, while others may. Also, some ASs
+ supporting the service may be engineered for a better delay bound
+ than others. Thus, it requires considerable thought to determine the
+ high level requirements for intradomain routing that both supports
+ the overall view of QoS-based routing in the Internet and allows
+ maximum autonomy in developing solutions.
+
+ Our view is that certain minimum requirements must be satisfied by
+ intradomain routing in order to be qualified as "QoS-based" routing.
+ These are:
+
+ - The routing scheme must route a flow along a path that can
+ accommodate its QoS requirements, or indicate that the flow cannot
+ be admitted with the QoS currently being requested.
+
+
+
+
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+
+ - The routing scheme must indicate disruptions to the current route
+ of a flow due to topological changes.
+
+ - The routing scheme must accommodate best-effort flows without any
+ resource reservation requirements. That is, present best effort
+ applications and protocol stacks need not have to change to run in
+ a domain employing QoS-based routing.
+
+ - The routing scheme may optionally support QoS-based multicasting
+ with receiver heterogeneity and shared reservation styles.
+
+ In addition, the following capabilities are also recommended:
+
+ - Capabilities to optimize resource usage.
+
+ - Implementation of higher level admission control procedures to
+ limit the overall resource utilization by individual flows.
+
+ Further requirements along these lines may be specified. The
+ requirements should capture the consensus view of QoS-based routing,
+ but should not preclude particular approaches (e.g., TOS-based
+ routing) from being implemented. Thus, the intradomain requirements
+ are expected to be rather broad.
+
+5. INTERDOMAIN ROUTING
+
+ The fundamental requirement on interdomain QoS-based routing is
+ scalability. This implies that interdomain routing cannot be based
+ on highly dynamic network state information. Rather, such routing
+ must be aided by sound network engineering and relatively sparse
+ information exchange between independent routing domains. This
+ approach has the advantage that it can be realized by straightforward
+ extensions of the present Internet interdomain routing model. A
+ number of issues, however, need to be addressed to achieve this, as
+ discussed below.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
+
+5.1 Interdomain QoS-Based Routing Model
+
+ The interdomain QoS-based routing model is depicted below:
+
+ AS1 AS2 AS3
+ ___________ _____________ ____________
+ | | | | | |
+ | B------B B----B |
+ | | | | | |
+ -----B----- B------------- --B---------
+ \ / /
+ \ / /
+ ____B_____B____ _________B______
+ | | | |
+ | B-------B |
+ | | | |
+ | B-------B |
+ --------------- ----------------
+ AS4 AS5
+
+ Here, ASs exchange standardized routing information via border nodes
+ B. Under this model, each AS can itself consist of a set of
+ interconnected ASs, with standardized routing interaction. Thus, the
+ interdomain routing model is hierarchical. Also, each lowest level
+ AS employs an intradomain QoS-based routing scheme (proprietary or
+ standardized by intradomain routing efforts such as QOSPF). Given
+ this structure, some questions that arise are:
+
+ - What information is exchanged between ASs?
+
+ - What routing capabilities does the information exchange lead to?
+ (E.g., source routing, on-demand path computation, etc.)
+
+ - How is the external routing information represented within an AS?
+
+ - How are interdomain paths computed?
+
+ - What sort of policy controls may be exerted on interdomain path
+ computation and flow routing?, and
+
+ - How is interdomain QoS-based multicast routing accomplished?
+
+ At a high level, the answers to these questions depend on the routing
+ paradigm. Specifically, considering link state routing, the
+ information exchanged between domains would consist of an abstract
+ representation of the domains in the form of logical nodes and links,
+ along with metrics that quantify their properties and resource
+ availability. The hierarchical structure of the ASs may be handled
+
+
+
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+
+
+ by a hierarchical link state representation, with appropriate metric
+ aggregation.
+
+ Link state routing may not necessarily be advantageous for
+ interdomain routing for the following reasons:
+
+ - One advantage of intradomain link state routing is that it would
+ allow fairly detailed link state information be used to compute
+ paths on demand for flows requiring QoS. The state and metric
+ aggregation used in interdomain routing, on the other hand, erodes
+ this property to a great degree.
+
+ - The usefulness of keeping track of the abstract topology and
+ metrics of a remote domain, or the interconnection between remote
+ domains is not obvious. This is especially the case when the remote
+ topology and metric encoding are lossy.
+
+ - ASs may not want to advertise any details of their internal
+ topology or resource availability.
+
+ - Scalability in interdomain routing can be achieved only if
+ information exchange between domains is relatively infrequent.
+ Thus, it seems practical to limit information flow between domains
+ as much as possible.
+
+ Compact information flow allows the implementation QoS-enhanced
+ versions of existing interdomain protocols such as BGP-4. We look at
+ the interdomain routing issues in this context.
+
+5.2 Interdomain Information Flow
+
+ The information flow between routing domains must enable certain
+ basic functions:
+
+ 1. Determination of reachability to various destinations
+
+ 2. Loop-free flow routes
+
+ 3. Address aggregation whenever possible
+
+ 4. Determination of the QoS that will be supported on the path to a
+ destination. The QoS information should be relatively static,
+ determined from the engineered topology and capacity of an AS
+ rather than ephemeral fluctuations in traffic load through the
+ AS. Ideally, the QoS supported in a transit AS should be allowed
+ to vary significantly only under exceptional circumstances, such
+ as failures or focused overload.
+
+
+
+
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+
+
+ 5. Determination, optionally, of multiple paths for a given
+ destination, based on service classes.
+
+ 6. Expression of routing policies, including monetary cost, as a
+ function of flow parameters, usage and administrative factors.
+
+ Items 1-3 are already part of existing interdomain routing. Item 5 is
+ also a straightfoward extension of the current model. The main
+ problem areas are therefore items 4 and 6.
+
+ The QoS of an end-to-end path is obtained by composing the QoS
+ available in each transit AS. Thus, border routers must first
+ determine what the locally available QoS is in order to advertise
+ routes to both internal and external destinations. The determination
+ of local "AS metrics" (corresponding to link metrics in the
+ intradomain case) should not be subject to too much dynamism. Thus,
+ the issue is how to define such metrics and what triggers an
+ occasional change that results in re-advertisements of routes.
+
+ The approach suggested in this document is not to compute paths based
+ on residual or instantaneous values of AS metics (which can be
+ dynamic), but utilize only the QoS capabilities engineered for
+ aggregate transit flows. Such engineering may be based on the
+ knowledge of traffic to be expected from each neighboring ASs and the
+ corresponding QOS needs. This information may be obtained based on
+ contracts agreed upon prior to the provisioning of services. The AS
+ metric then corresponds to the QoS capabilities of the "virtual path"
+ engineered through the AS (for transit traffic) and a different
+ metric may be used for different neighbors. This is illustrated in
+ the following figure.
+
+ AS1 AS2 AS3
+ ___________ _____________ ____________
+ | | | | | |
+ | B------B1 B2----B |
+ | | | | | |
+ -----B----- B3------------ --B---------
+ \ /
+ \ /
+ ____B_____B____
+ | |
+ | |
+ | |
+ | |
+ ---------------
+ AS4
+
+
+
+
+
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+
+
+ Here, B1 may utilize an AS metric specific for AS1 when computing
+ path metrics to be advertised to AS1. This metric is based on the
+ resources engineered in AS2 for transit traffic from AS1. Similarly,
+ B3 may utilize a different metric when computing path metrics to be
+ advertised to AS4. Now, it is assumed that as long as traffic flow
+ into AS2 from AS1 or AS4 does not exceed the engineered values, these
+ path metrics would hold. Excess traffic due to transient
+ fluctuations, however, may be handled as best effort or marked with a
+ discard bit.
+
+ Thus, this model is different from the intradomain model, where end
+ nodes pick a path dynamically based on the QoS needs of the flow to
+ be routed. Here, paths within ASs are engineered based on presumed,
+ measured or declared traffic and QoS requirements. Under this model,
+ an AS can contract for routes via multiple transit ASs with different
+ QoS requirements. For instance, AS4 above can use both AS1 and AS2 as
+ transits for same or different destinations. Also, a QoS contract
+ between one AS and another may generate another contract between the
+ second and a third AS and so forth.
+
+ An issue is what triggers the recomputation of path metrics within an
+ AS. Failures or other events that prevent engineered resource
+ allocation should certainly trigger recomputation. Recomputation
+ should not be triggered in response to arrival of flows within the
+ engineered limit.
+
+5.3 Path Computation
+
+ Path computation for an external destination at a border node is
+ based on reachability, path metrics and local policies of selection.
+ If there are multiple selection criteria (e.g., delay, bandwidth,
+ cost, etc.), mutiple alternaives may have to be maintained as well as
+ propagated by border nodes. Selection of a path from among many
+ alternatives would depend on the QoS requests of flows, as well as
+ policies. Path computation may also utilze any heuristics for
+ optimizing resource usage.
+
+5.4 Flow Aggregation
+
+ An important issue in interdomain routing is the amount of flow state
+ to be processed by transit ASs. Reducing the flow state by
+ aggregation techniques must therefore be seriously considered. Flow
+ aggregation means that transit traffic through an AS is classified
+ into a few aggregated streams rather than being routed at the
+ individual flow level. For example, an entry border router may
+ classify various transit flows entering an AS into a few coarse
+ categories, based on the egress node and QoS requirements of the
+ flows. Then, the aggregated stream for a given traffic class may be
+
+
+
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+
+
+ routed as a single flow inside the AS to the exit border router. This
+ router may then present individual flows to different neighboring ASs
+ and the process repeats at each entry border router. Under this
+ scenario, it is essential that entry border routers keep track of the
+ resource requirements for each transit flow and apply admission
+ control to determine whether the aggregate requirement from any
+ neighbor exceeds the engineered limit. If so, some policy must be
+ invoked to deal with the excess traffic. Otherwise, it may be assumed
+ that aggregated flows are routed over paths that have adequate
+ resources to guarantee QoS for the member flows. Finally, it is
+ possible that entry border routers at a transit AS may prefer not to
+ aggregate flows if finer grain routing within the AS may be more
+ efficient (e.g., to aid load balancing within the AS).
+
+5.5 Path Cost Determination
+
+ It is hoped that the integrated services Internet architecture would
+ allow providers to charge for IP flows based on their QoS
+ requirements. A QoS-based routing architecture can aid in
+ distributing information on expected costs of routing flows to
+ various destinations via different domains. Clearly, from a
+ provider's point of view, there is a cost incurred in guaranteeing
+ QoS to flows. This cost could be a function of several parameters,
+ some related to flow parameters, others based on policy. From a
+ user's point of view, the consequence of requesting a particular QoS
+ for a flow is the cost incurred, and hence the selection of providers
+ may be based on cost. A routing scheme can aid a provider in
+ distributing the costs in routing to various destinations, as a
+ function of several parameters, to other providers or to end users.
+ In the interdomain routing model described earlier, the costs to a
+ destination will change as routing updates are passed through a
+ transit domain. One of the goals of the routing scheme should be to
+ maintain a uniform semantics for cost values (or functions) as they
+ are handled by intermediate domains. As an example, consider the cost
+ function generated by border node B1 in domain A and passed to node
+ B2 in domain B below. The routing update may be injected into domain
+ B by B2 and finally passed to B4 in domain C by router B3. Domain B
+ may interpret the cost value received from domain A in any way it
+ wants, for instance, adding a locally significant component to it.
+ But when this cost value is passed to domain C, the meaning of it
+ must be what domain A intended, plus the incremental cost of
+ transiting domain B, but not what domain B uses internally.
+
+
+
+
+
+
+
+
+
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+
+
+ Domain A Domain B Domain C
+ ____________ ___________ ____________
+ | | | | | |
+ | B1------B2 B3---B4 |
+ | | | | | |
+ ------------ ----------- ------------
+
+ A problem with charging for a flow is the determination of the cost
+ when the QoS promised for the flow was not actually delivered.
+ Clearly, when a flow is routed via multiple domains, it must be
+ determined whether each domain delivers the QoS it declares possible
+ for traffic through it.
+
+6. QOS-BASED MULTICAST ROUTING
+
+ The goals of QoS-based multicast routing are as follows:
+
+ - Scalability to large groups with dynamic membership
+
+ - Robustness in the presence of topological changes
+
+ - Support for receiver-initiated, heterogeneous reservations
+
+ - Support for shared reservation styles, and
+
+ - Support for "global" admission control, i.e., administrative
+ control of resource consumption by the multicast flow.
+
+ The RSVP multicast flow model is as follows. The sender of a
+ multicast flow advertises the traffic characteristics periodically to
+ the receivers. On receipt of an advertisement, a receiver may
+ generate a message to reserve resources along the flow path from the
+ sender. Receiver reservations may be heterogeneous. Other multicast
+ models may be considered.
+
+ The multicast routing scheme attempts to determine a path from the
+ sender to each receiver that can accommodate the requested
+ reservation. The routing scheme may attempt to maximize network
+ resource utilization by minimizing the total bandwidth allocated to
+ the multicast flow, or by optimizing some other measure.
+
+6.1 Scalability, Robustness and Heterogeneity
+
+ When addressing scalability, two aspects must be considered:
+
+ 1. The overheads associated with receiver discovery. This overhead
+ is incurred when determining the multicast tree for forwarding
+ best-effort sender traffic characterization to receivers.
+
+
+
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+
+
+ 2. The overheads associated with QoS-based multicast path
+ computation. This overhead is incurred when flow-specific
+ state information has to be collected by a router to determine
+ QoS-accommodating paths to a receiver.
+
+ Depending on the multicast routing scheme, one or both of these
+ aspects become important. For instance, under the present RSVP model,
+ reservations are established on the same path over which sender
+ traffic characterizations are sent, and hence there is no path
+ computation overhead. On the other hand, under the proposed QOSPF
+ model [ZSSC97] of multicast source routing, receiver discovery
+ overheads are incurred by MOSPF [M94] receiver location broadcasts,
+ and additional path computation overheads are incurred due to the
+ need to keep track of existing flow paths. Scaling of QoS-based
+ multicast depends on both these scaling issues. However, scalable
+ best-effort multicasting is really not in the domain of QoS-based
+ routing work (solutions for this are being devised by the IDMR WG
+ [BCF94, DEFV94]). QoS-based multicast routing may build on these
+ solutions to achieve overall scalability.
+
+ There are several options for QoS-based multicast routing. Multicast
+ source routing is one under which multicast trees are computed by the
+ first-hop router from the source, based on sender traffic
+ advertisements. The advantage of this is that it blends nicely with
+ the present RSVP signaling model. Also, this scheme works well when
+ receiver reservations are homogeneous and the same as the maximum
+ reservation derived from sender advertisement. The disadvantages of
+ this scheme are the extra effort needed to accommodate heterogeneous
+ reservations and the difficulties in optimizing resource allocation
+ based on shared reservations.
+
+ In these regards, a receiver-oriented multicast routing model seems
+ to have some advantage over multicast source routing. Under this
+ model:
+
+ 1. Sender traffic advertisements are multicast over a best-effort
+ tree which can be different from the QoS-accommodating tree for
+ sender data.
+
+ 2. Receiver discovery overheads are minimized by utilizing a
+ scalable scheme (e.g., PIM, CBT), to multicast sender traffic
+ characterization.
+
+ 3. Each receiver-side router independently computes a QoS-
+ accommodating path from the source, based on the receiver
+ reservation. This path can be computed based on unicast routing
+ information only, or with additional multicast flow-specific
+ state information. In any case, multicast path computation is
+
+
+
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+
+
+ broken up into multiple, concurrent nunicast path computations.
+
+ 4. Routers processing unicast reserve messages from receivers
+ aggregate resource reservations from multiple receivers.
+
+ Flow-specific state information may be limited in Step 3 to achieve
+ scalability [RN98]. In general, limiting flow-specific information in
+ making multicast routing decisions is important in any routing model.
+ The advantages of this model are the ease with which heterogeneous
+ reservations can be accommodated, and the ability to handle shared
+ reservations. The disadvantages are the incompatibility with the
+ present RSVP signaling model, and the need to rely on reverse paths
+ when link state routing is not used. Both multicast source routing
+ and the receiver-oriented routing model described above utilize per-
+ source trees to route multicast flows. Another possibility is the
+ utilization of shared, per-group trees for routing flows. The
+ computation and usage of such trees require further work.
+
+ Finally, scalability at the interdomain level may be achieved if
+ QoS-based multicast paths are computed independently in each domain.
+ This principle is illustrated by the QOSPF multicast source routing
+ scheme which allows independent path computation in different OSPF
+ areas. It is easy to incorporate this idea in the receiver-oriented
+ model also. An evaluation of multicast routing strategies must take
+ into account the relative advantages and disadvantages of various
+ approaches, in terms of scalability features and functionality
+ supported.
+
+6.2 Multicast Admission Control
+
+ Higher level admission control, as defined for unicast, prevents
+ excessive resource consumption by flows when traffic load is high.
+ Such an admission control strategy must be applied to multicast flows
+ when the flow path computation is receiver-oriented or sender-
+ oriented. In essence, a router computing a path for a receiver must
+ determine whether the incremental resource allocation for the
+ receiver is excessive under some administratively determined
+ admission control policy. Other admission control criteria, based on
+ the total resource consumption of a tree may be defined.
+
+7. QOS-BASED ROUTING AND RESOURCE RESERVATION PROTOCOLS
+
+ There must clearly be a well-defined interface between routing and
+ resource reservation protocols. The nature of this interface, and the
+ interaction between routing and resource reservation has to be
+ determined carefully to avoid incompatibilities. The importance of
+ this can be readily illustrated in the case of RSVP.
+
+
+
+
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+
+
+ RSVP has been designed to operate independent of the underlying
+ routing scheme. Under this model, RSVP PATH messages establish the
+ reverse path for RESV messages. In essence, this model is not
+ compatible with QoS-based routing schemes that compute paths after
+ receiver reservations are received. While this incompatibility can be
+ resolved in a simple manner for unicast flows, multicast with
+ heterogeneous receiver requirements is a more difficult case. For
+ this, reconciliation between RSVP and QoS-based routing models is
+ necessary. Such a reconciliation, however, may require some changes
+ to the RSVP model depending on the QoS-based routing model [ZES97,
+ ZSSC97, GOA97]. On the other hand, QoS-based routing schemes may be
+ designed with RSVP compatibility as a necessary goal. How this
+ affects scalability and other performance measures must be
+ considered.
+
+8. SECURITY CONSIDERATIONS
+
+ Security issues that arise with routing in general are about
+ maintaining the integrity of the routing protocol in the presence of
+ unintentional or malicious introduction of information that may lead
+ to protocol failure [P88]. QoS-based routing requires additional
+ security measures both to validate QoS requests for flows and to
+ prevent resource-depletion type of threats that can arise when flows
+ are allowed to make arbitratry resource requests along various paths
+ in the network. Excessive resource consumption by an errant flow
+ results in denial of resources to legitimate flows. While these
+ situations may be prevented by setting up proper policy constraints,
+ charging models and policing at various points in the network, the
+ formalization of such protection requires work [BCCH94].
+
+9. RELATED WORK
+
+ "Adaptive" routing, based on network state, has a long history,
+ especially in circuit-switched networks. Such routing has also been
+ implemented in early datagram and virtual circuit packet networks.
+ More recently, this type of routing has been the subject of study in
+ the context of ATM networks, where the traffic characteristics and
+ topology are substantially different from those of circuit-switched
+ networks [MMR96]. It is instructive to review the adaptive routing
+ methodologies, both to understand the problems encountered and
+ possible solutions.
+
+ Fundamentally, there are two aspects to adaptive, network state-
+ dependent routing:
+
+ 1. Measuring and gathering network state information, and
+ 2. Computing routes based on the available information.
+
+
+
+
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+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ Depending on how these two steps are implemented, a variety of
+ routing techniques are possible. These differ in the following
+ respects:
+
+ - what state information is used
+ - whether local or global state is used
+ - what triggers the propagation of state information
+ - whether routes are computed in a distributed or centralized manner
+ - whether routes are computed on-demand, pre-computed, or in a
+ hybrid manner
+ - what optimization criteria, if any, are used in computing routes
+ - whether source routing or hop by hop routing is used, and
+ - how alternate route choices are explored
+
+ It should be noted that most of the adaptive routing work has focused
+ on unicast routing. Multicast routing is one of the areas that would
+ be prominent with Internet QoS-based routing. We treat this
+ separately, and the following review considers only unicast routing.
+ This review is not exhaustive, but gives a brief overview of some of
+ the approaches.
+
+9.1 Optimization Criteria
+
+ The most common optimization criteria used in adaptive routing is
+ throughput maximization or delay minimization. A general formulation
+ of the optimization problem is the one in which the network revenue
+ is maximized, given that there is a cost associated with routing a
+ flow over a given path [MMR96, K88]. In general, global optimization
+ solutions are difficult to implement, and they rely on a number of
+ assumptions on the characteristics of the traffic being routed
+ [MMR96]. Thus, the practical approach has been to treat the routing
+ of each flow (VC, circuit or packet stream to a given destination)
+ independently of the routing of other flows. Many such routing
+ schemes have been implemented.
+
+9.2 Circuit Switched Networks
+
+ Many adaptive routing concepts have been proposed for circuit-
+ switched networks. An example of a simple adaptive routing scheme is
+ sequential alternate routing [T88]. This is a hop-by-hop
+ destination-based routing scheme where only local state information
+ is utilized. Under this scheme, a routing table is computed for each
+ node, which lists multiple output link choices for each destination.
+ When a call set-up request is received by a node, it tries each
+ output link choice in sequence, until it finds one that can
+ accommodate the call. Resources are reserved on this link, and the
+ call set-up is forwarded to the next node. The set-up either reaches
+ the destination, or is blocked at some node. In the latter case, the
+
+
+
+Crawley, et. al. Informational [Page 25]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ set-up can be cranked back to the previous node or a failure
+ declared. Crankback allows the previous node to try an alternate
+ path. The routing table under this scheme can be computed in a
+ centralized or distributed manner, based only on the topology of the
+ network. For instance, a k-shortest-path algorithm can be used to
+ determine k alternate paths from a node with distinct initial links
+ [T88]. Some mechanism must be implemented during path computation or
+ call set-up to prevent looping.
+
+ Performance studies of this scheme illustrate some of the pitfalls of
+ alternate routing in general, and crankback in particular [A84, M86,
+ YS87]. Specifically, alternate routing improves the throughput when
+ traffic load is relatively light, but adversely affects the
+ performance when traffic load is heavy. Crankback could further
+ degrade the performance under these conditions. In general,
+ uncontrolled alternate routing (with or without crankback) can be
+ harmful in a heavily utilized network, since circuits tend to be
+ routed along longer paths thereby utilizing more capacity. This is an
+ obvious, but important result that applies to QoS-based Internet
+ routing also.
+
+ The problem with alternate routing is that both direct routed (i.e.,
+ over shortest paths) and alternate routed calls compete for the same
+ resource. At higher loads, allocating these resources to alternate
+ routed calls result in the displacement of direct routed calls and
+ hence the alternate routing of these calls. Therefore, many
+ approaches have been proposed to limit the flow of alternate routed
+ calls under high traffic loads. These schemes are designed for the
+ fully-connected logical topology of long distance telephone networks
+ (i.e., there is a logical link between every pair of nodes). In this
+ topology, direct routed calls always traverse a 1-hop path to the
+ destination and alternate routed calls traverse at most a 2-hop path.
+
+ "Trunk reservation" is a scheme whereby on each link a certain
+ bandwidth is reserved for direct routed calls [MS91]. Alternate
+ routed calls are allowed on a trunk as long as the remaining trunk
+ bandwidth is greater than the reserved capacity. Thus, alternate
+ routed calls cannot totally displace direct routed calls on a trunk.
+ This strategy has been shown to be very effective in preventing the
+ adverse effects of alternate routing.
+
+ "Dynamic alternate routing" (DAR) is a strategy whereby alternate
+ routing is controlled by limiting the number of choices, in addition
+ to trunk reservation [MS91]. Under DAR, the source first attempts to
+ use the direct link to the destination. When blocked, the source
+ attempts to alternate route the call via a pre-selected neighbor. If
+ the call is still blocked, a different neighbor is selected for
+ alternate routing to this destination in the future. The present call
+
+
+
+Crawley, et. al. Informational [Page 26]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ is dropped. DAR thus requires only local state information. Also, it
+ "learns" of good alternate paths by random sampling and sticks to
+ them as long as possible.
+
+ More recent circuit-switched routing schemes utilize global state to
+ select routes for calls. An example is AT&T's Real-Time Network
+ Routing (RTNR) scheme [ACFH92]. Unlike schemes like DAR, RTNR handles
+ multiple classes of service, including voice and data at fixed rates.
+ RTNR utilizes a sophisticated per-class trunk reservation mechanism
+ with dynamic bandwidth sharing between classes. Also, when alternate
+ routing a call, RTNR utilizes the loading on all trunks in the
+ network to select a path. Because of the fully-connected topology,
+ disseminating status information is simple under RTNR; each node
+ simply exchanges status information directly with all others.
+
+ From the point of view of designing QoS-based Internet routing
+ schemes, there is much to be learned from circuit-switched routing.
+ For example, alternate routing and its control, and dynamic resource
+ sharing among different classes of traffic. It is, however, not
+ simple to apply some of the results to a general topology network
+ with heterogeneous multirate traffic. Work in the area of ATM network
+ routing described next illustrates this.
+
+9.3 ATM Networks
+
+ The VC routing problem in ATM networks presents issues similar to
+ that encountered in circuit-switched networks. Not surprisingly, some
+ extensions of circuit-switched routing have been proposed. The goal
+ of these routing schemes is to achieve higher throughput as compared
+ to traditional shortest-path routing. The flows considered usually
+ have a single QoS requirement, i.e., bandwidth.
+
+ The first idea is to extend alternate routing with trunk reservation
+ to general topologies [SD95]. Under this scheme, a distance vector
+ routing protocol is used to build routing tables at each node with
+ multiple choices of increasing hop count to each destination. A VC
+ set-up is first routed along the primary ("direct") path. If
+ sufficient resources are not available along this path, alternate
+ paths are tried in the order of increasing hop count. A flag in the
+ VC set-up message indicates primary or alternate routing, and
+ bandwidth on links along an alternate path is allocated subject to
+ trunk reservation. The trunk reservation values are determined based
+ on some assumptions on traffic characteristics. Because the scheme
+ works only for a single data rate, the practical utility of it is
+ limited.
+
+ The next idea is to import the notion of controlled alternate routing
+ into traditional link state QoS-based routing [GKR96]. To do this,
+
+
+
+Crawley, et. al. Informational [Page 27]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ first each VC is associated with a maximum permissible routing cost.
+ This cost can be set based on expected revenues in carrying the VC or
+ simply based on the length of the shortest path to the destination.
+ Each link is associated with a metric that increases exponentially
+ with its utilization. A switch computing a path for a VC simply
+ determines a least-cost feasible path based on the link metric and
+ the VC's QoS requirement. The VC is admitted if the cost of the path
+ is less than or equal to the maximum permissible routing cost. This
+ routing scheme thus limits the extent of "detour" a VC experiences,
+ thus preventing excessive resource consumption. This is a practical
+ scheme and the basic idea can be extended to hierarchical routing.
+ But the performance of this scheme has not been analyzed thoroughly.
+ A similar notion of admission control based on the connection route
+ was also incorporated in a routing scheme presented in [ACG92].
+
+ Considering the ATM Forum PNNI protocol [PNNI96], a partial list of
+ its stated characteristics are as follows:
+
+ o Scales to very large networks
+ o Supports hierarchical routing
+ o Supports QoS
+ o Uses source routed connection setup
+ o Supports multiple metrics and attributes
+ o Provides dynamic routing
+
+ The PNNI specification is sub-divided into two protocols: a signaling
+ and a routing protocol. The PNNI signaling protocol is used to
+ establish point-to-point and point to multipoint connections and
+ supports source routing, crankback and alternate routing. PNNI source
+ routing allows loop free paths. Also, it allows each implementation
+ to use its own path computation algorithm. Furthermore, source
+ routing is expected to support incremental deployment of future
+ enhancements such as policy routing.
+
+ The PNNI routing protocol is a dynamic, hierarchical link state
+ protocol that propagates topology information by flooding it through
+ the network. The topology information is the set of resources (e.g.,
+ nodes, links and addresses) which define the network. Resources are
+ qualified by defined sets of metrics and attributes (delay, available
+ bandwidth, jitter, etc.) which are grouped by supported traffic
+ class. Since some of the metrics used will change frequently, e.g.,
+ available bandwidth, threshold algorithms are used to determine if
+ the change in a metric or attribute is significant enough to require
+ propagation of updated information. Other features include, auto
+ configuration of the routing hierarchy, connection admission control
+ (as part of path calculation) and aggregation and summarization of
+ topology and reachability information.
+
+
+
+
+Crawley, et. al. Informational [Page 28]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ Despite its functionality, the PNNI routing protocol does not address
+ the issues of multicast routing, policy routing and control of
+ alternate routing. A problem in general with link state QoS-based
+ routing is that of efficient broadcasting of state information. While
+ flooding is a reasonable choice with static link metrics it may
+ impact the performance adversely with dynamic metrics.
+
+ Finally, Integrated PNNI [I-PNNI] has been designed from the start to
+ take advantage of the QoS Routing capabilities that are available in
+ PNNI and integrate them with routing for layer 3. This would provide
+ an integrated layer 2 and layer 3 routing protocol for networks that
+ include PNNI in the ATM core. The I-PNNI specification has been
+ under development in the ATM Forum and, at this time, has not yet
+ incorporated QoS routing mechanisms for layer 3.
+
+9.4 Packet Networks
+
+ Early attempts at adaptive routing in packet networks had the
+ objective of delay minimization by dynamically adapting to network
+ congestion. Alternate routing based on k-shortest path tables, with
+ route selection based on some local measure (e.g., shortest output
+ queue) has been described [R76, YS81]. The original ARPAnet routing
+ scheme was a distance vector protocol with delay-based cost metric
+ [MW77]. Such a scheme was shown to be prone to route oscillations
+ [B82]. For this and other reasons, a link state delay-based routing
+ scheme was later developed for the ARPAnet [MRR80]. This scheme
+ demonstrated a number of techniques such as triggered updates,
+ flooding, etc., which are being used in OSPF and PNNI routing today.
+ Although none of these schemes can be called QoS-based routing
+ schemes, they had features that are relevant to QoS-based routing.
+
+ IBM's System Network Architecture (SNA) introduced the concept of
+ Class of Service (COS)-based routing [A79, GM79]. There were several
+ classes of service: interactive, batch, and network control. In
+ addition, users could define other classes. When starting a data
+ session an application or device would request a COS. Routing would
+ then map the COS into a statically configured route which marked a
+ path across the physical network. Since SNA is connection oriented,
+ a session was set up along this path and the application's or
+ device's data would traverse this path for the life of the session.
+ Initially, the service delivered to a session was based on the
+ network engineering and current state of network congestion. Later,
+ transmission priority was added to subarea SNA. Transmission
+ priority allowed more important traffic (e.g. interactive) to proceed
+ before less time-critical traffic (e.g. batch) and improved link and
+ network utilization. Transmission priority of a session was based on
+ its COS.
+
+
+
+
+Crawley, et. al. Informational [Page 29]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ SNA later evolved to support multiple or alternate paths between
+ nodes. But, although assisted by network design tools, the network
+ administrator still had to statically configure routes. IBM later
+ introduced SNA's Advanced Peer to Peer Networking (APPN) [B85]. APPN
+ added new features to SNA including dynamic routing based on a link
+ state database. An application would use COS to indicate it traffic
+ requirements and APPN would calculate a path capable of meeting these
+ requirements. Each COS was mapped to a table of acceptable metrics
+ and parameters that qualified the nodes and links contained in the
+ APPN topology Database. Metrics and parameters used as part of the
+ APPN route calculation include, but are not limited to: delay, cost
+ per minute, node congestion and security. The dynamic nature of APPN
+ allowed it to route around failures and reduce network configuration.
+
+ The service delivered by APPN was still based on the network
+ engineering, transmission priority and network congestion. IBM later
+ introduced an extension to APPN, High Performance Routing
+ (HPR)[IBM97]. HPR uses a congestion avoidance algorithm called
+ adaptive rate based (ARB) congestion control. Using predictive
+ feedback methods, the ARB algorithm prevents congestion and improves
+ network utilization. Most recently, an extension to the COS table
+ has been defined so that HPR routing could recognize and take
+ advantage of ATM QoS capabilities.
+
+ Considering IP routing, both IDRP [R92] and OSPF support type of
+ service (TOS)-based routing. While the IP header has a TOS field,
+ there is no standardized way of utilizing it for TOS specification
+ and routing. It seems possible to make use of the IP TOS feature,
+ along with TOS-based routing and proper network engineering, to do
+ QoS-based routing. The emerging differentiated services model is
+ generating renewed interest in TOS support. Among the newer schemes,
+ Source Demand Routing (SDR) [ELRV96] allows on-demand path
+ computation by routers and the implementation of strict and loose
+ source routing. The Nimrod architecture [CCM96] has a number of
+ concepts built in to handle scalability and specialized path
+ computation. Recently, some work has been done on QoS-based routing
+ schemes for the integrated services Internet. For example, in [M98],
+ heuristic schemes for efficient routing of flows with bandwidth
+ and/or delay constraints is described and evaluated.
+
+9. SUMMARY AND CONCLUSIONS
+
+ In this document, a framework for QoS-based Internet routing was
+ defined. This framework adopts the traditional separation between
+ intra and interdomain routing. This approach is especially meaningful
+ in the case of QoS-based routing, since there are many views on how
+ QoS-based routing should be accomplished and many different needs.
+ The objective of this document was to encourage the development of
+
+
+
+Crawley, et. al. Informational [Page 30]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ different solution approaches for intradomain routing, subject to
+ some broad requirements, while consensus on interdomain routing is
+ achieved. To this end, the QoS-based routing issues were described,
+ and some broad intradomain routing requirements and an interdomain
+ routing model were defined. In addition, QoS-based multicast routing
+ was discussed and a detailed review of related work was presented.
+
+ The deployment of QoS-based routing across multiple administrative
+ domains requires both the development of intradomain routing schemes
+ and a standard way for them to interact via a well-defined
+ interdomain routing mechanism. This document, while outlining the
+ issues that must be addressed, did not engage in the specification of
+ the actual features of the interdomain routing scheme. This would be
+ the next step in the evolution of wide-area, multidomain QoS-based
+ routing.
+
+REFERENCES
+
+ [A79] V. Ahuja, "Routing and Flow Control in SNA", IBM Systems
+ Journal, 18 No. 2, pp. 298-314, 1979.
+
+ [A84] J. M. Akinpelu, "The Overload Performance of Engineered
+ Networks with Non-Hierarchical Routing", AT&T Technical
+ Journal, Vol. 63, pp. 1261-1281, 1984.
+
+ [ACFH92] G. R. Ash, J. S. Chen, A. E. Frey and B. D. Huang, "RealTime
+ Network Routing in a Dynamic Class-of-Service Network",
+ Proceedings of ITC 13, 1992.
+
+ [ACG92] H. Ahmadi, J. Chen, and R. Guerin, "Dynamic Routing and Call
+ Control in High-Speed Integrated Networks", Proceedings of
+ ITC-13, pp. 397-403, 1992.
+
+ [B82] D. P. Bertsekas, "Dynamic Behavior of Shortest Path Routing
+ Algorithms for Communication Networks", IEEE Trans. Auto.
+ Control, pp. 60-74, 1982.
+
+ [B85] A. E. Baratz, "SNA Networks of Small Systems", IEEE JSAC,
+ May, 1985.
+
+ [BBCD98] Black, D., Blake, S., Carlson, M., Davies, E., Wang, Z., and
+ W. Weiss, "An Architecture for Differentiated Services",
+ Work in Progress.
+
+ [BCCH94] Braden, R., Clark, D., Crocker, D., and C. Huitema, "Report
+ of IAB Workshop on Security in the Internet Architecture",
+ RFC 1636, June 1994.
+
+
+
+
+Crawley, et. al. Informational [Page 31]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ [BCF94] A. Ballardie, J. Crowcroft and P. Francis, "Core-Based
+ Trees: A Scalable Multicast Routing Protocol", Proceedings
+ of SIGCOMM `94.
+
+ [BCS94] Braden, R., Clark, D., and S. Shenker, "Integrated Services
+ in the Internet Architecture: An Overview", RFC 1633, July
+ 1994.
+
+ [BZ92] S. Bahk and M. El Zarki, "Dynamic Multi-Path Routing and How
+ it Compares with Other Dynamic Routing Algorithms for High
+ Speed Wide Area Networks", Proc. SIGCOMM `92, pp. 53-64,
+ 1992.
+
+ [BZBH97] Braden, R., Zhang, L., Berson, S., Herzog, S., and S. Jamin,
+ "Resource ReSerVation Protocol (RSVP) -- Version 1
+ Functional Spec", RFC 2205, September 1997.
+
+ [C91] C-H. Chow, "On Multicast Path Finding Algorithms",
+ Proceedings of the IEEE INFOCOM `91, pp. 1274-1283, 1991.
+
+ [CCM96] Castineyra, I., Chiappa, J., and M. Steenstrup, "The Nimrod
+ Routing Architecture", RFC 1992, August 1996.
+
+ [DEFV94] S. E. Deering, D. Estrin, D. Farinnacci, V. Jacobson, C-G.
+ Liu, and L. Wei, "An Architecture for Wide-Area Multicast
+ Routing", Technical Report, 94-565, ISI, University of
+ Southern California, 1994.
+
+ [ELRV96] Estrin, D., Li, T., Rekhter, Y., Varadhan, K., and D.
+ Zappala, "Source Demand Routing: Packet Format and
+ Forwarding Specification (Version 1)", RFC 1940, May 1996.
+
+ [GKR96] R. Gawlick, C. R. Kalmanek, and K. G. Ramakrishnan, "On-Line
+ Routing of Permanent Virtual Circuits", Computer
+ Communications, March, 1996.
+
+ [GPSS98] A. Ghanwani, J. W. Pace, V. Srinivasan, A. Smith and M.
+ Seaman, "A Framework for Providing Integrated Services over
+ Shared and Switched IEEE 802 LAN Technologies", Work in
+ Progress.
+
+ [GM79] J. P. Gray, T. B. McNeil, "SNA Multi-System Networking", IBM
+ Systems Journal, 18 No. 2, pp. 263-297, 1979.
+
+ [GOA97] Y. Goto, M. Ohta and K. Araki, "Path QoS Collection for
+ Stable Hop-by-Hop QoS Routing", Proc. INET '97, June, 1997.
+
+
+
+
+
+Crawley, et. al. Informational [Page 32]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ [GKOP98] R. Guerin, S. Kamat, A. Orda, T. Przygienda, and D.
+ Williams, "QoS Routing Mechanisms and OSPF extensions", work
+ in progress, March, 1998.
+
+ [IBM97] IBM Corp, SNA APPN - High Performance Routing Architecture
+ Reference, Version 2.0, SV40-1018, February 1997.
+
+ [IPNNI] ATM Forum Technical Committee. Integrated PNNI (I-PNNI) v1.0
+ Specification. af-96-0987r1, September 1996.
+
+ [ISI81] Postel, J., "Internet Protocol", STD 5, RFC 791, September
+ 1981.
+
+ [JMW83] J. M. Jaffe, F. H. Moss, R. A. Weingarten, "SNA Routing:
+ Past, Present, and Possible Future", IBM Systems Journal,
+ pp. 417-435, 1983.
+
+ [K88] F.P. Kelly, "Routing in Circuit-Switched Networks:
+ Optimization, Shadow Prices and Decentralization", Adv.
+ Applied Prob., pp. 112-144, March, 1988.
+
+ [L95] W. C. Lee, "Topology Aggregation for Hierarchical Routing in
+ ATM Networks", ACM SIGCOMM Computer Communication Review,
+ 1995.
+
+ [M86] L. G. Mason, "On the Stability of Circuit-Switched Networks
+ with Non-hierarchical Routing", Proc. 25th Conf. On Decision
+ and Control, pp. 1345-1347, 1986.
+
+ [M98] Moy, J., "OSPF Version 2", STD 54, RFC 2328, April 1998.
+
+ [M94] Moy, J., "MOSPF: Analysis and Experience", RFC 1585, March
+ 1994.
+
+ [M98] Q. Ma, "Quality-of-Service Routing in Integrated Services
+ Networks", PhD thesis, Computer Science Department, Carnegie
+ Mellon University, 1998.
+
+ [MMR96] D. Mitra, J. Morrison, and K. G. Ramakrishnan, "ATM Network
+ Design and Optimization: A Multirate Loss Network
+ Framework", Proceedings of IEEE INFOCOM `96, 1996.
+
+ [MRR80] J. M. McQuillan, I. Richer and E. C. Rosen, "The New Routing
+ Algorithm for the ARPANET", IEEE Trans. Communications, pp.
+ 711-719, May, 1980.
+
+
+
+
+
+
+Crawley, et. al. Informational [Page 33]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ [MS91] D. Mitra and J. B. Seery, "Comparative Evaluations of
+ Randomized and Dynamic Routing Strategies for Circuit
+ Switched Networks", IEEE Trans. on Communications, pp. 102-
+ 116, January, 1991.
+
+ [MW77] J. M. McQuillan and D. C. Walden, "The ARPANET Design
+ Decisions", Computer Networks, August, 1977.
+
+ [NC94] Nair, R. and Clemmensen, D. : "Routing in Integrated
+ Services Networks", Proc. 2nd International Conference on
+ Telecom. Systems Modeling and Analysis, March 1994.
+
+ [P88] R. Perlman, "Network Layer Protocol with Byzantine
+ Robustness", Ph.D. Thesis, Dept. of EE and CS, MIT, August,
+ 1988.
+
+ [PNNI96] ATM Forum PNNI subworking group, "Private Network-Network
+ Interface Spec. v1.0 (PNNI 1.0)", afpnni-0055.00, March
+ 1996.
+
+ [R76] H. Rudin, "On Routing and "Delta Routing": A Taxonomy and
+ Performance Comparison of Techniques for Packet-Switched
+ Networks", IEEE Trans. Communications, pp. 43-59, January,
+ 1996.
+
+ [R92] Y. Rekhter, "IDRP Protocol Analysis: Storage Overhead", ACM
+ Comp. Comm. Review, April, 1992.
+
+ [R96] B. Rajagopalan, "Efficient Link State Routing", Work in
+ Progress, available from braja@ccrl.nj.nec.com.
+
+ [RN98] B. Rajagopalan and R. Nair, "Multicast Routing with Resource
+ Reservation", to appear in J. of High Speed Networks, 1998.
+
+ [SD95] S. Sibal and A. Desimone, "Controlling Alternate Routing in
+ General-Mesh Packet Flow Networks", Proceedings of ACM
+ SIGCOMM, 1995.
+
+ [SPG97] Shenker, S., Partridge, C., and R. Guerin, "Specification of
+ Guaranteed Quality of Service", RFC 2212, September 1997.
+
+ [T88] D. M. Topkis, "A k-Shortest-Path Algorithm for Adaptive
+ Routing in Communications Networks", IEEE Trans.
+ Communications, pp. 855-859, July, 1988.
+
+ [W88] B. M. Waxman, "Routing of Multipoint Connections", IEEE
+ JSAC, pp. 1617-1622, December, 1988.
+
+
+
+
+Crawley, et. al. Informational [Page 34]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+ [W97] Wroclawski, J., "Specification of the Controlled-Load Network
+ Element Service", RFC 2211, September 1997.
+
+ [WC96] Z. Wang and J. Crowcroft, "QoS Routing for Supporting
+ Resource Reservation", IEEE JSAC, September, 1996.
+
+ [YS81] T. P. Yum and M. Schwartz, "The Join-Based Queue Rule and
+ its Application to Routing in Computer Communications
+ Networks", IEEE Trans. Communications, pp. 505-511, 1981.
+
+ [YS87] T. G. Yum and M. Schwartz, "Comparison of Routing Procedures
+ for Circuit-Switched Traffic in Nonhierarchical Networks",
+ IEEE Trans. Communications, pp. 535-544, May, 1987.
+
+ [ZES97] Zappala, D., Estrin, D., and S. Shenker, "Alternate Path
+ Routing and Pinning for Interdomain Multicast Routing", USC
+ Computer Science Technical Report #97-655, USC, 1997.
+
+ [ZSSC97] Zhang, Z., Sanchez, C., Salkewicz, B., and E. Crawley, "QoS
+ Extensions to OSPF", Work in Progress.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Crawley, et. al. Informational [Page 35]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+AUTHORS' ADDRESSES
+
+ Bala Rajagopalan
+ NEC USA, C&C Research Labs
+ 4 Independence Way
+ Princeton, NJ 08540
+ U.S.A
+
+ Phone: +1-609-951-2969
+ EMail: braja@ccrl.nj.nec.com
+
+
+ Raj Nair
+ Arrowpoint
+ 235 Littleton Rd.
+ Westford, MA 01886
+ U.S.A
+
+ Phone: +1-508-692-5875, x29
+ EMail: nair@arrowpoint.com
+
+
+ Hal Sandick
+ Bay Networks, Inc.
+ 1009 Slater Rd., Suite 220
+ Durham, NC 27703
+ U.S.A
+
+ Phone: +1-919-941-1739
+ EMail: Hsandick@baynetworks.com
+
+
+ Eric S. Crawley
+ Argon Networks, Inc.
+ 25 Porter Rd.
+ Littelton, MA 01460
+ U.S.A
+
+ Phone: +1-508-486-0665
+ EMail: esc@argon.com
+
+
+
+
+
+
+
+
+
+
+
+Crawley, et. al. Informational [Page 36]
+
+RFC 2386 A Framework for QoS-based Routing August 1998
+
+
+Full Copyright Statement
+
+ Copyright (C) The Internet Society (1998). All Rights Reserved.
+
+ This document and translations of it may be copied and furnished to
+ others, and derivative works that comment on or otherwise explain it
+ or assist in its implementation may be prepared, copied, published
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+ 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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+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Crawley, et. al. Informational [Page 37]
+