Abstract
Autonomic networks present a fundamental shift in the design philosophy of networks and systems. Thus far, research has focused on addressing the self-management properties. In this book chapter, we illuminate two important issues in autonomic networks that are seldom addressed: knowledge management and self-stabilization. Through in-depth discussion on their concepts, challenges, and relevant works, we show that exploration in these issues is not only necessary but also critical to the success of autonomic networks.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
M. Alavi and D. Leidner, in Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues, MIS Quaterly, vol. 25, no. 1, pp. 107–136, JSTOR, 2001.
E. Altman, T. Basar, T. Jimenez and N. Shimkin, in Competitive Routing in Networks With Polynomial Cost, IEEE INFOCOM, 2000.
R. Anthony, in Emergence: a Paradigm for Robust and Scalable Distributed Applications, IEEE 1st International Conference on Autonomic Computing, May 2004.
H. Arora, B. Mishra and T. Raghu, in Autonomic–Computing Approach to Secure Knowledge Management: A Game–Theoretic Analysis, IEEE Transactions on Systems, Man and Cybernetics, Part A, vol. 36, no. 3, pp. 107–136, JSTOR, 2001.
R. Banner and A. Orda, in Bottleneck Routing Games in Communication Networks, IEEE INFOCOM, April 2006.
S. Chien and A. Sinclair, in Convergence to Approximate Nash Equilibria in Congestion Games, ACM–SIAM Symposium on Discrete Algorithms (SODA), 2007.
G. Christodoulou, V. Mirrokni and A. Sidiropoulos, in Convergence and approximation in potential games, Symposium on Theoretical Aspects in Computer Science (STACS), 2006.
D. Clark, C. Partridge, C. Ramming and J. Wroclawski, in A Knowledge Plane for the Internet, ACM SIGCOMM, 2003.
C. Daskalakis, P. Goldberg and C. Papadimitriou, in The Complexity of Computing a Nash Equilibrium, 38th ACM Symposium on Theory of Computing (STOC), 2006.
E.W. Dijkstra, in Self–Stabilization In Spite of Distributed Control, Communications of the ACM, vol. 17, no. 11, pp. 643–644, 1974.
S. Dobson, S. Denazis, A. Fernandez, D. Gaiti, E. Gelenbe, F. Massacci, N. Paddy, F. Saffre, N. Schmidt and F. Zambonelli, in A Survey of Autonomic Communications, ACM Transactions on Autonomous and Adaptive Systems (TAAS), vol. 1, no. 2, pp. 223–259, 2006.
S. Dolev, in Self–Stabilization, The MIT Press, March 2000.
A. Fabbrikant, C. Papadimitriou and K. Talwar, in The Complexity of Pure Nash Equilibria, 36th ACM Symposium on Theory of Computing (STOC), 2004.
M. Goemans, V. Mirrokni and A. Vetta, in Sink Equilibria and Convergence, 46th IEEE Symposium on Foundations of Computer Science (FOCS), 2005.
Y. Gong, M. Lu, G. Wang and K. Zhou, in Research on Process Knowledge Management Based on Ontology, Proceedings of International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM), 2007.
M. Hellerstein, A. Jain, S. Ratnasamy and D. Wetherall, in A Wakeup Call for Internet Monitoring System: The Case for Distributed Triggers, Proceedings of the Third Workshop on Hot Topics in Networks (HotNets–III), 2004.
R. Huebsche, J. Hellerstein, N. Lanham, B. Loo, S. Shenker and I. Stoica, in Querying the Internet With PIER, Proceedings of the International Conference on Very Large Data Bases (VLDB), 2003.
IBM, in Autonomic Computing Architecture: A Blueprint for Managing Complex Computing Environments, IBM and Autonomic Computing, October 2002.
B. Jennings, S. van der Meer, S. Balasubramaniam, D. Botvich, M. Foghlu, W. Donnelly and J. Strassner, in Towards Autonomic Management of Communication Networks, IEEE Communications Magazine, vol. 45, no. 10, pp. 112–121, 2007.
Y. Kalfoglou, T. Menzies, K. Althoff and E. Motta, in Meta–Knowledge in Systems Design: Pannacea or Undelivered Promise?, The Knowledge Engineering Review, vol. 15, no. 4, pp. 381–404, 2000.
J. Kenney, D. Lewis, D. O’Sullivan, A. Roelens, V. Wade, A. Boran and R. Richardson, in Runtime Semantic Interoperability for Gathering Ontology–based Network Context, Proceedings of the 10th IEEE/IFIP Network Operations and Management Symposium (NOMS), 2006.
E. Koutsoupias and C. Papadimitriou, in Worst–Case Equilibria, Symposium on Theoretical Aspects in Computer Science (STACS), 1999.
D. Lewis, J. Kenney, D. O’Sullivan and S. Guo, in Towards a Managed Extensible Control Plane for Knowledge–Based Networking, Lecture Notes in Computer Science, vol. 4269/2006, 2006.
J. Lopez de Vergara, V. Villagra, J. Asensio and J. Berrocal, in Ontologies: Giving Semantics to Network Management Models, IEEE Network, vol. 17, no. 3, pp. 15–21, 2003.
J. Lopez de Vergara, V. Villagra and J. Berrocal, in Applying the Web Ontology Language to Management Information, IEEE Communications Magazine, vol. 42, no. 7, pp. 68–74, 2004.
H. Madhyastha, T. Isdal, M. Piatek, C. Dixon, T. Anderson and A. Krishnamurthy, in iPlane: An Information Plane for Distributed Services, Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI), 2006.
M. May, M. Siekkinen, V. Goebel, T. Plagemann and R. Chaparadza, in Monitoring as First Class Citizen in an Autonomic Network Universe, Proceedings of the Workshop on Technologies for Situated and Autonomic Communications (SAC), 2007.
T. Menzies, K. Althoff, Y. Kalfoglou and E. Motta, in Issues with Meta–Knowledge, International Journal on Software Engineering and Knowledge Engineering (SEKE), vol. 10, no. 4, pp. 549–555, 2000.
I. Milchtaich, in Congestion Games With Player–Specific Payoff Functions, Games and Economic Behavior, vol. 13, pp. 111–124, 1996.
D. Monderer and L. Shapley, in Potential Games, Games and Economics Behavior, vol. 14, pp. 124–143, 1996.
R. Mortier and E. Kiciman, in Autonomic Network Management: Some Pragmatic Considerations, Proceedings of the SIGCOMM Workshop on Internet Network Management (INM’06), September 2006.
M. Mulvenna, F. Zambonelli, K. Curran and C. Nugent, in Knowledge Networks, Lecture Notes in Computer Science, vol. 3854/2006, 2006.
A. Orda, R. Rom and N. Shimkin, in Competitive Routing in Multiuser Communication Networks, IEEE/ACM Transactions on Networking, vol. 1, no. 5, pp. 510–522, October 1993.
M. Osborne and A. Rubinstein, in A Course in Game Theory, The MIT Press, July 1994.
A. Peddemors, I. Niemegeers, H. Eertink and J. de Heer, in A System Persepctive on Cognition for Autonomic Computing and Communication, Proceedings of the International Workshop on Database and Expert Systems Applications (DEXA), 2005.
C. Papadimitriou, in Algorithms, Games and the Internet, 33rd ACM Symposium on Theory of Computing (STOC), 2001.
R. Rosenthal, in A Class of Games Possessing Pure-Strategy Nash Equilibria, International Journal of Game Theory, vol. 2, pp. 65–67, 1973.
M. Schneider, in Self–Stabilization, ACM Computing Surveys, vol. 25, no. 1, p.45–67, 1993.
Smaha, in Haystack: an Intrusion Detection System, Aerospace Computer Security Applications Conference, 1988.
M. Smith, C. Welty and D. McGuinness, Eds., in OWL Web Ontology Language Overview, Available online at http://www.w3.org/TR/owl-features/, 1990.
R. Sterritt and M. Hinchey, in Why Computer–Based Systems Should be Autonomic, IEEE 12th International Conference and Workshops on the Engineering of Computer–Based Systems, April 2005.
J. Strassner, in Knowledge Management Issues for Autonomic Systems, Proceedings of the International Workshop on Database and Expert Systems Applications (DEXA), 2005.
R. Van Renesse, K. Birman and W. Vogels, in Astrolabe: A Robust and Scalable Technology for Distributed System Monotoring, Managmenet and Data Mining, ACM Transactions on Computer Systems, vol. 21, no. 2, pp. 164–206, 2003.
M. Wawrzoniak, L. Peterson and T. Roscoe, in Sophia: An Information Plane for Networked Systems, ACM SIGCOMM Computer Communication Review, vol. 34, no. 1, pp. 15–20, 2004.
J. Werfel and R. Nagpal, in Extended Stigmergy in Collective Construction, IEEE Intelligent Systems, vol. 21, no. 2, pp. 20–28, 2006.
P. Yalagandula and M. Dahlin, in A Scalable Distributed Information Management System, ACM SIGCOMM, 2004.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag US
About this chapter
Cite this chapter
Boutaba, R., Xiao, J., Zhang, Q. (2009). Toward Autonomic Networks: Knowledge Management and Self-Stabilization. In: Zhang, Y., Yang, L., Denko, M. (eds) Autonomic Computing and Networking. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-89828-5_10
Download citation
DOI: https://doi.org/10.1007/978-0-387-89828-5_10
Published:
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-89827-8
Online ISBN: 978-0-387-89828-5
eBook Packages: EngineeringEngineering (R0)