de Louvain An understanding of the topological structure of the Internet is needed for quite a number of networking tasks, e.g., making decisions about peering relationships, choice of upstream providers, inter-domain traffic engineering. One essential component of these tasks is the ability to predict routes in the Internet. However, the Internet is composed of a large number of independent autonomous systems (ASes) resulting in complex interactions, and until now no model of the Internet has succeeded in producing predictions of acceptable accuracy. We demonstrate that there are two limitations of prior models: (i) they have all assumed that an Autonomous System (AS) is an atomic structure — it is not, and (ii) models have tended to oversimplify the relationships between ASes. Our approach uses multiple quasi-routers to capture route diversity within the ASes, and is deliberately agnostic regarding the types of relationships between ASes. The resulting model ensures that its routing is consistent with the observed routes. Exploiting a large number of observation points, we show that our model provides accurate predictions for unobserved routes, a first step towards developing structural models of the Internet that enable real applications.

This paper presents a new publicly available dataset from GANT, the European Research and Educational Network. This dataset consists of traffic matrices built using full IGP routing information, sampled Netflow data and BGP routing information of the GANT network, one per 15 minutes interval for several months. Potential benefits of publicly available traffic matrices comprise improving our understanding of real traffic matrices, their dynamics, and to make possible the benchmarking of intradomain traffic engineering methods.

We present path splicing, a new routing primitive that allows network paths to be constructed by combining multiple routing trees (“slices”) to each destination over a single network topology. Path splicing allows traffic to switch trees at any hop en route to the destination. End systems can change the path on which traffic is forwarded by changing a small number of additional bits in the packet header. We evaluate path splicing for intradomain routing using slices generated from perturbed link weights and find that splicing achieves reliability that approaches the best possible using a small number of slices, for only a small increase in latency and no adverse effects on traffic in the network. In the case of interdomain routing, where splicing derives multiple trees from edges in alternate backup routes, path splicing achieves near-optimal reliability and can provide significant benefits even when only a fraction of ASes deploy it. We also describe several other applications of path splicing, as well as various possible deployment paths.

The distributed nature of the Internet makes it difficult for a single service provider to troubleshoot the disruptions experienced by its customers. We propose NetDiagnoser, a troubleshooting algorithm to identify the location of failures in an internetwork environment. First, we adapt the wellknown Boolean tomography technique to work in this environment. Then, we significantly extend this technique to improve the diagnosis accuracy in the presence of multiple link failures, logical failures (for instance, misconfigurations of route export filters), and incomplete topology inference. In particular, NetDiagnoser takes advantage of rerouted paths, routing messages collected at one provider’s network and Looking Glass servers. We evaluate each feature of Net-Diagnoser separately using C-BGP simulations on realistic topologies. Our results show that NetDiagnoser can successfully identify a small set of links, which almost always includes the actually failed/misconfigured links.

Many large ISP networks today rely on route-reflection [1] to allow their iBGP to scale. Route-reflection was officially introduced to limit the number of iBGP sessions, compared to the 2 sessions required by an iBGP fullmesh. Besides its impact on the number of iBGP sessions, route-reflection has consequences on the diversity of the routes known to the routers inside an AS. In this paper, we quantify the diversity of the BGP routes inside a tier-1 network.

Routing policies are typically partitioned into a few classes that capture the most common practices in use today [1]. Unfortunately, it is known that the reality of routing policies [2] and peering relationships is far more complex than those few classes [1,3]. We take the next step of searching for the appropriate granularity at which policies should be modeled. For this purpose, we study how and where to configure per-prefix policies in an AS-level model of the Internet, such that the selected paths in the model are consistent with those observed in BGP data from multiple vantage points. By comparing business relationships with per-prefix filters, we investigate the role and limitations of business relationships as a model for policies. We observe that popular locations for filtering correspond to valleys where no path should be propagated according to inferred business relationships. This result reinforces the validity of the valley-free property used for business relationships inference. However, given the sometimes large path diversity ASs have, business relationships do not contain enough information to decide which path will be chosen as the best. To model how individual ASs choose their best paths, we introduce a new abstraction: next-hop atoms. Next-hop atoms capture the different sets of neighboring ASs an AS uses for its best routes. We show that a large fraction of next-hop atoms correspond to per-neighbor path choices. A non-negligible fraction of path choices, however, correspond to hot-potato routing and tie-breaking within the BGP decision process, very detailed aspects of Internet routing.

Abstract. MultiProtocol Label Switching (MPLS) is used today inside most large Service Provider (SP) networks. In this paper, we analyze the establishment of interdomain MPLS LSPs with QoS constraints. These LSPs cross diverse SP networks that may belong to different companies. We show that using the standard BGP route for the establishment of such LSPs is not sufficient. We propose two path establishment techniques that rely on RSVP-TE and make use of Path Computation Elements (PCEs). Our simulations show that these techniques increase the number of constrained MPLS LSPs that can be established across domain boundaries. 1

external destinations are distributed on iBGP sessions. This traditionally required the establishment of a full-mesh of iBGP sessions in the network. A common practice is now to make use of Route Reflectors (RR). Such a practice is more scalable in the number of iBGP sessions to be configured in a SP network. However, it has been shown that RRs have a negative impact on the diversity of routes available in the network. This is an important issue as routers may not be able to quickly use an alternate route in case of a route failure. In this paper we tackle the problem of route diversity in a Service Provider network composed of RRs. We propose an algorithm to design iBGP session topologies with improved route diversity. We rely on an initial route reflection topology. Our algorithm proposes the addition of a few iBGP sessions to some border routers of the domain. These border routers receive a large number of external routes for which routers lack diversity. We show by means of simulations that our algorithm meets its goals. In the resulting topologies, each BGP router knows at least two different ways to reach distant destinations. This is ensured as long as a prefix advertisement is received at different nodes at the border of the AS. Secondly, we observe that the number of iBGP sessions required to achieve this goal is significantly below the number of sessions required in the case of a full-mesh. Finally, the remaining lack of route diversity after the use of our design algorithm indicates that new external peering sessions should be established. In this case, our algorithm shows that diversity cannot be reached for some prefixes independently of the iBGP topology, with the current external peering sessions. I.

Abstract—The Internet community has not reached a consensus on an appropriate topological model for evaluating the performance of inter-domain routing protocols. Using the current Internet topology is not realistic, since its size is prohibitively large for, say, a packet-level BGP simulation. Furthermore, routing policies, which play a critical role in inter-domain routing, are often ignored in many simulation studies. In this paper, we address this issue by designing an algorithm to generate small-scale, realistic, and policy-aware topologies. We propose HBR, a network sampling method, which produces topologies that preserve the fundamental properties of the Internet graph, including, in particular, its hierarchical structure. Our approach provides a long-term solution to the difficult problem of AS-level routing evaluations: it can be used to generate small realistic topologies in the future, starting from any newer or more complete Internet instance. I.

Abstract—Interdomain routes change over time, and it is impressive to observe up to which extent. Routes may change many times in the same day and sometimes in the same hour or minute. Such changes are caused by several types of events, e.g., a routing policy variation in an ISP, a router reboot, or a link fault. In this paper we do a step towards the identification of the cause of route changes, a problem that is attracting increasing attention from both researchers and network administrators. Namely, we propose a methodology for analyzing a given BGP route change in order to, at least partially, locate the event that triggered the change. The methodology is supported by a publicly available on-line service. I.