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A Call to Arms for Management Plane Analytics

Published: 27 October 2014 Publication History

Abstract

Over the last few decades, the networking community has developed numerous techniques for understanding how real networks behave through analyzing their data and control planes. In this paper, we call upon the community to similarly develop techniques to analyze the network management plane, that is, activities that underlie network design and operation. Such analytics can shed light on why a network behaves as observed and the relative merits of different management practices. While the management plane is often not directly observable, we argue that many relevant aspects can be inferred through data that most networks already gather (e.g., snapshots of configurations). Using preliminary analysis of such data from many large networks, we demonstrate the feasibility and the value of management plane analytics.

References

[1]
Analysis of variance. http://en.wikipedia.org/wiki/Analysis_of_variance. Retrieved 2014-07-15.
[2]
T. Benson, A. Akella, and D. Maltz. Unraveling Complexity in Network Management. In NSDI, 2009.
[3]
T. Benson, A. Akella, and A. Shaikh. Demystifying configuration challenges and trade-offs in network-based ISP services. In SIGCOMM, 2011.
[4]
C. Bird, B. Murphy, N. Nagappan, and T. Zimmermann. Empirical software engineering at microsoft research. In CSCW, 2011.
[5]
Impact evaluation. http://en.wikipedia.org/wiki/Impact_evaluation. Retrieved 2014-07-15.
[6]
CRAWDAD. http://crawdad.cs.dartmouth.edu/.
[7]
A. B. Downey. Using pathchar to estimate internet link characteristics. In SIGCOMM, 1999.
[8]
M. Jain and C. Dovrolis. End-to-end available bandwidth: Measurement methodology, dynamics, and relation with TCP throughput. In SIGCOMM, 2002.
[9]
E. Katz-Bassett, H. V. Madhyastha, J. P. John, A. Krishnamurthy, D. Wetherall, and T. Anderson. Studying black holes in the internet with hubble. In NSDI, 2008.
[10]
H. Kim, T. Benson, A. Akella, and N. Feamster. The evolution of network configuration: A tale of two campuses. In Internet Measurement Conference, 2011.
[11]
R. Mahajan, N. Spring, D. Wetherall, and T. Anderson. User-level Internet path diagnosis. In SOSP, 2003.
[12]
R. Mahajan, D. Wetherall, and T. Anderson. Understanding BGP misconfiguration. In SIGCOMM, 2002.
[13]
D. Maltz, G. Xie, J. Zhan, H. Zhang, G. Hjálmtỳsson, and A. Greenberg. Routing design in operational networks: A look from the inside. In SIGCOMM, 2004.
[14]
Nmap. http://nmap.org/.
[15]
R. Potharaju, N. Jain, and C. Nita-Rotaru. Juggling the jigsaw: Towards automated problem inference from network trouble tickets. In NSDI, 2013.
[16]
Really Awesome New Cisco ConfIg Differ (RANCID). http://www.shrubbery.net/rancid/, 2004.
[17]
N. Spring, R. Mahajan, and T. Anderson. Quantifying the causes of path inflation. In SIGCOMM, 2003.
[18]
N. Spring, R. Mahajan, D. Wetherall, and T. Anderson. Measuring ISP topologies with Rocketfuel. IEEE/ACM Transactions on Networking (ToN), 2004.
[19]
Y. Sung, S. Rao, S. Sen, and S. Leggett. Extracting Network-Wide Correlated Changes from Longitudinal Configuration Data. In PAM, 2009.
[20]
HP OpenView TrueControl Software. http://support.openview.hp.com/, 2004.

Cited By

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  • (2024)Occam: A Programming System for Reliable Network ManagementProceedings of the Nineteenth European Conference on Computer Systems10.1145/3627703.3650086(148-162)Online publication date: 22-Apr-2024
  • (2017)Biases in Data-Driven Networking, and What to Do About ThemProceedings of the 16th ACM Workshop on Hot Topics in Networks10.1145/3152434.3152448(192-198)Online publication date: 30-Nov-2017
  • (2016)RobotronProceedings of the 2016 ACM SIGCOMM Conference10.1145/2934872.2934874(426-439)Online publication date: 22-Aug-2016
  • Show More Cited By

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    cover image ACM Conferences
    HotNets-XIII: Proceedings of the 13th ACM Workshop on Hot Topics in Networks
    October 2014
    189 pages
    ISBN:9781450332569
    DOI:10.1145/2670518
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 27 October 2014

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    Author Tags

    1. analytics
    2. management plane
    3. network configuration

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    HotNets-XIII
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    HotNets-XIII: The 13th ACM Workshop on Hot Topics in Networks
    October 27 - 28, 2014
    CA, Los Angeles, USA

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    HotNets-XIII Paper Acceptance Rate 26 of 118 submissions, 22%;
    Overall Acceptance Rate 110 of 460 submissions, 24%

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    Cited By

    View all
    • (2024)Occam: A Programming System for Reliable Network ManagementProceedings of the Nineteenth European Conference on Computer Systems10.1145/3627703.3650086(148-162)Online publication date: 22-Apr-2024
    • (2017)Biases in Data-Driven Networking, and What to Do About ThemProceedings of the 16th ACM Workshop on Hot Topics in Networks10.1145/3152434.3152448(192-198)Online publication date: 30-Nov-2017
    • (2016)RobotronProceedings of the 2016 ACM SIGCOMM Conference10.1145/2934872.2934874(426-439)Online publication date: 22-Aug-2016
    • (2015)Management Plane AnalyticsProceedings of the 2015 Internet Measurement Conference10.1145/2815675.2815684(395-408)Online publication date: 28-Oct-2015

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