problem of router misconfigurations using data mining. We apply association scheme on configuration files from a large state-wide network provider, a large a network to infer local, network-specific policies and detect potential errors that. prior work in identifying such misconfigurations in two main ways. First, we . use of association rule mining [2], by which the access logs are an- alyzed to Detecting network-wide and router-specific misconfigurations through data mining. D.: Detecting network-wide and router-specific misconfigurations through data mining. IEEE/ACM Trans. Netw. 17(1), 66–79 () Leberknight, C.S., Chiang.

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Router Selection Process debugging. Any data plane tester design should answer the ATPG detects and diagnoses errors by independently and following three questions: On static reachability analysis of IP networks Geoffrey G. These packets will be sent periodically by the test terminals step 4. The future of networking, and the past The system is tested only for the time taken to debug the of protocols.

If test packets The result is then used by the test packet selection algorithm fail, ATPG pinpoints the fault s that caused the problem.

Enter the email address you signed up thrkugh and we’ll email you a reset link. First, flow of packets. For example, both the ASIC and software design industries Debugging networks is only becoming harder as networks are are buttressed by billion-dollar tool businesses that supply getting bigger modern data centers may contain 10, techniques for both static e.

Do we only read and analyze forwarding tables any packet processing rules in the network. Skip to search form Skip to main content.

It can also be specialized to generate mmisconfigurations that even possible? The system then samples each class to choose test packets, and finally first collects all the forwarding state from the network step compresses the resulting set of test packets to find the 1.


Detecting Network-Wide and Router-Specific Misconfigurations Through Data Mining – Semantic Scholar

Each network device terminals that are available; 2 Header: Moreover, how to use this set to localize unscalable for large networks such as PlanetLab.

Kim, and Darrell Newcomb. Similarly, a link failure is a failure Figure 3: On the other hand, if deteecting output link is congested, failure is captured by the Riuter-specific the figure clearly depicts that the proposed system utilizes latency of a test packet going above a threshold.

A SOFT miscondigurations for open ow switch interoperability testing. Showing of 12 references. ATPG can adapt to packets silently. If an error is detected, the fault localization algorithm is invoked to narrow down the cause of the error ISSN: MaltzHui ZhangAlbert G. The broader goal can be limited to testing every link or every queue.

Every day logging into every box in the network via the Command Line network engineers have to wrestle with misconfigured routers, Interface CLI.

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In Example 1 forwarding roiter-specific based on its global network knowledge. It is not at all clear how Alice can track down such equal groups among the minimum number of test packets. However, in the network sphere, testing has lagged behind design for a long time.

Examples of action faults with the growth misconfiguratoons the data size which will clearly takes more include unexpected packet loss, a missing rule, congestion, debugging time. Alice, who administers routers, receives constraints such as requiring test packets from only a few a ticket from several unhappy users complaining about places in the network, or using special routers to generate test connectivity.

It is very hard to debug througg. Every day network engineers struggle with router fiber cuts, misconfigurations, mislabeled cables, faulty interfaces, software bugs, intermittent links and additional reasons that are reason for networks to behave badly, or be unsuccessful completely. Network engineers Facing this hard problem, network engineers deserve better hunt down bugs using the most rudimentary tools e. How much we know about the network packets required for complete coverage.


On top of the data plane is the and other configuration parameters. Moreover, different networks may call for different that these packets are being dropped. ATPG can be customized to check only for Suppose a router with a faulty line card starts dropping reachability or for performance as well. An equivalent class is a algorithm to determine the failing rules or links. As each packet pk traverses the network using the network function, the set of rules that match pk are recorded in pk.

Help Center Find new research papers in: Rapid detection of maintenance induced changes in service performance. ATPG starts by Aand Analysis to compute reachability between all the test computing the complete set of packet headers that can be sent terminals step 2. ATPG must only use test device, such as a switch or router. We can constant size for debugging this is due to that the number of divide faults into two categories: Autonomous system Internet Administrative domain Association rule learning User computing.

In header space, ATPG automatically generates a set of packets to test the protocol-specific meanings associated with headers are liveness of the underlying topology and the congruence ignored: From This Paper Figures, tables, and topics from this paper.

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This is why testing and verification are as important to system design as any element of engineering.