883 research outputs found
Long-Range Correlations and Memory in the Dynamics of Internet Interdomain Routing
Data transfer is one of the main functions of the Internet. The Internet
consists of a large number of interconnected subnetworks or domains, known as
Autonomous Systems. Due to privacy and other reasons the information about what
route to use to reach devices within other Autonomous Systems is not readily
available to any given Autonomous System. The Border Gateway Protocol is
responsible for discovering and distributing this reachability information to
all Autonomous Systems. Since the topology of the Internet is highly dynamic,
all Autonomous Systems constantly exchange and update this reachability
information in small chunks, known as routing control packets or Border Gateway
Protocol updates. Motivated by scalability and predictability issues with the
dynamics of these updates in the quickly growing Internet, we conduct a
systematic time series analysis of Border Gateway Protocol update rates. We
find that Border Gateway Protocol update time series are extremely volatile,
exhibit long-term correlations and memory effects, similar to seismic time
series, or temperature and stock market price fluctuations. The presented
statistical characterization of Border Gateway Protocol update dynamics could
serve as a ground truth for validation of existing and developing better models
of Internet interdomain routing
Fully Dynamic Single-Source Reachability in Practice: An Experimental Study
Given a directed graph and a source vertex, the fully dynamic single-source
reachability problem is to maintain the set of vertices that are reachable from
the given vertex, subject to edge deletions and insertions. It is one of the
most fundamental problems on graphs and appears directly or indirectly in many
and varied applications. While there has been theoretical work on this problem,
showing both linear conditional lower bounds for the fully dynamic problem and
insertions-only and deletions-only upper bounds beating these conditional lower
bounds, there has been no experimental study that compares the performance of
fully dynamic reachability algorithms in practice. Previous experimental
studies in this area concentrated only on the more general all-pairs
reachability or transitive closure problem and did not use real-world dynamic
graphs.
In this paper, we bridge this gap by empirically studying an extensive set of
algorithms for the single-source reachability problem in the fully dynamic
setting. In particular, we design several fully dynamic variants of well-known
approaches to obtain and maintain reachability information with respect to a
distinguished source. Moreover, we extend the existing insertions-only or
deletions-only upper bounds into fully dynamic algorithms. Even though the
worst-case time per operation of all the fully dynamic algorithms we evaluate
is at least linear in the number of edges in the graph (as is to be expected
given the conditional lower bounds) we show in our extensive experimental
evaluation that their performance differs greatly, both on generated as well as
on real-world instances
Triggered Clause Pushing for IC3
We propose an improvement of the famous IC3 algorithm for model checking
safety properties of finite state systems. We collect models computed by the
SAT-solver during the clause propagation phase of the algorithm and use them as
witnesses for why the respective clauses could not be pushed forward. It only
makes sense to recheck a particular clause for pushing when its witnessing
model falsifies a newly added clause. Since this trigger test is both
computationally cheap and sufficiently precise, we can afford to keep clauses
pushed as far as possible at all times. Experiments indicate that this strategy
considerably improves IC3's performance.Comment: 4 page
On the Design of Clean-Slate Network Control and Management Plane
We provide a design of clean-slate control and management plane for data networks using the abstraction of 4D architecture, utilizing and extending 4Dâs concept of a logically centralized Decision plane that is responsible for managing network-wide resources. In this paper, a scalable protocol and a dynamically adaptable algorithm for assigning Data plane devices to a physically distributed Decision plane are investigated, that enable a network to operate with minimal configuration and human intervention while providing optimal convergence and robustness against failures. Our work is especially relevant in the context of ISPs and large geographically dispersed enterprise networks. We also provide an extensive evaluation of our algorithm using real-world and artificially generated ISP topologies along with an experimental evaluation using ns-2 simulator
End-Site Routing Support for IPv6 Multihoming
Multihoming is currently widely used to provide fault tolerance and traffic engineering capabilities. It is expected that, as telecommunication costs decrease, its adoption will become more and more prevalent. Current multihoming support is not designed to scale up to the expected number of multihomed sites, so alternative solutions are required, especially for IPv6. In order to preserve interdomain routing scalability, the new multihoming solution has to be compatible with Provider Aggregatable addressing. However, such addressing scheme imposes the configuration of multiple prefixes in multihomed sites, which in turn causes several operational difficulties within those sites that may even result in communication failures when all the ISPs are working properly. In this paper we propose the adoption of Source Address Dependent routing within the multihomed site to overcome the identified
difficulties.Publicad
Methods and metrics for selective regression testing
In corrective software maintenance, selective regression testing includes test selection from previously-run test suites and test coverage identification. We propose three reduction-based regression test selection methods and two McCabe-based coverage identification metrics (T. McCabe, 1976). We empirically compare these methods with three other reduction- and precision-oriented methods, using 60 test problems. The comparison shows that our proposed methods yield favourable result
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