poster

Context-aware reconfiguration of autonomic managers in real-time control applications

Authors:

Richard J. Anthony,

Mariusz Pelc,

Witold ByrskiAuthors Info & Claims

ICAC '10: Proceedings of the 7th international conference on Autonomic computing

Pages 73 - 74

https://doi.org/10.1145/1809049.1809061

Published: 07 June 2010 Publication History

Get Access

Abstract

We consider autonomic applications to systems for which continuous perfect monitoring of state is not possible. We use Exact-State Observers (ESO) to provide enhanced information about the system state. To achieve optimal configuration of the autonomic controller itself, over a wide range of environmental operating conditions, and across a wide range of unique application domains, we implement a new architecture for dynamic supervision and control systems in which a policy-based autonomic engine automatically selects both its monitoring and actuator components to suit ambient operating conditions.

By using a suite of ESOs tuned for different tradeoffs between real-time responsiveness and extent of system disturbance tolerated, and a policy mechanism to contextually select the most appropriate observer at any given time, we achieve self-configuring and self-optimising behaviours whilst keeping the complexity, resource-requirements and adaptation latency low.

References

[1]

D. J. Simon. Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches. John Wiley and Sons, 2006.

Digital Library

Google Scholar

[2]

Diao, y., Xiaolei, H., Tantawi, A., Wu, H., An Adaptive Feedback Controller for SIP Server Memory Overload Protection, proc. ACM/IEEE Intl. Conf. Automatic Computing, Barcelona, Spain, pp 23--32, 2009.

Digital Library

Google Scholar

[3]

Zhao y., Tan, Y., Gong Z., Gu, X., Wamboldt, M., Self-Correlating Predictive Information Tracking for Large-Scale production Systems, proc. ACM/IEEE Intl. Conf. Automatic Computing, Barcelona, Spain, pp 33--42, 2009.

Digital Library

Google Scholar

[4]

Byrski W., Integral Description of the Optimal State Observers, Proc. II European Control Conference, vol.4, 1993, p.1832, Groningen, Netherland.

Google Scholar

[5]

Byrski W., Optimal State Observers with Moving and Expanding Observation Window, Proc. IASTED, XII Intl. Conf. Modelling & Simulation, Innsbruck, Austria, 1993, p.68

Google Scholar

[6]

Byrski W., Pelc M., Multi-observer approach for the best state reconstruction in finite time, 17th IMACS world congress: Scientific computation, applied mathematics and simulation, Paris, France, July 11--15, 2005.

Google Scholar

[7]

Anthony R, Policy-centric integration and dynamic composition of autonomic computing techniques, 4th Intl. Conf. Autonomic Computing (ICAC), FL, USA, June 2007, IEEE Computer Society.

Digital Library

Google Scholar

[8]

R. J. Anthony, D. Chen, M. Törngren, D. Scholle, M. Sanfridson, A. Rettberg, T. Naseer, M. Persson, L. Feng, Autonomic Middleware for Automotive Embedded Systems, chapter 7 in (A. Vasilakos, M. Parashar, S. Karnouskos, W. Pedrycz, editors) Autonomic Communication, pp. 169--210, Springer, September 2009.

Google Scholar

[9]

R. Anthony, A versatile policy toolkit supporting run-time policy reconfiguration, Cluster Computing: The Journal of Networks, Software Tools and Applications, pp.287--298, Springer, (11), 2008.

Digital Library

Google Scholar

Cited By

View all

Bureš THnětynka PPlášil FŠkoda DKofroň JAl Ali RGerostathopoulos I(2022)Targeting uncertainty in smart CPS by confidence-based logicJournal of Systems and Software10.1016/j.jss.2021.111065181:COnline publication date: 22-Apr-2022
https://dl.acm.org/doi/10.1016/j.jss.2021.111065
Zavala EFranch XMarco JBerger C(2020)HAFLoopFuture Generation Computer Systems10.1016/j.future.2019.12.026105:C(607-630)Online publication date: 1-Apr-2020
https://dl.acm.org/doi/10.1016/j.future.2019.12.026
Zolubak MPelc MKawala-Janik AStanislawski R(2017)An expert system for pre-diagnostics screening using neurofeedback signals2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR)10.1109/MMAR.2017.8046902(636-641)Online publication date: Aug-2017
https://doi.org/10.1109/MMAR.2017.8046902
Show More Cited By

Index Terms

Context-aware reconfiguration of autonomic managers in real-time control applications
1. Software and its engineering
  1. Software organization and properties
    1. Software system structures
      1. Software architectures

Recommendations

Toward Formalized Autonomic Networking

Autonomic systems were first described in 2001. Over the last couple of years, autonomics has gained a lot attention in both academia and industry. After the initial interest, the basic concepts of autonomics remain extremely promising in the area of ...
Autonomic management of mobile and wireless networks
Telecommunication Economics

Autonomic management is receiving intense interest from academia and industry, aiming to simplify and automate network management operations. Autonomic management or self-management capabilities aim to vanish inside devices, relieving both managers and ...
Retrofitting networked applications to add autonomic reconfiguration

To reduce user maintenance is an important goal for applications that must dynamically adapt based on their environments. There are many existing popular applications that lack support for this autonomic reconfiguration, but that are beginning to be ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

ICAC '10: Proceedings of the 7th international conference on Autonomic computing

June 2010

246 pages

ISBN:9781450300742

DOI:10.1145/1809049

General Chair:
Manish Parashar
Rutgers University, USA
,
Program Chairs:
Renato Figueiredo
University of Florida, USA
,
Emre Kıcıman
Microsoft Research, USA

In-Cooperation

IEEE
University of Arizona: University of Arizona

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 June 2010

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Author Tags

Qualifiers

Poster

Conference

ICAC '10

Sponsor:

SIGARCH

ICAC '10: 7th International Conference on Autonomic Computing

June 7 - 11, 2010

DC, Washington, USA

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

4
Total Citations
View Citations
218
Total Downloads

Downloads (Last 12 months)1
Downloads (Last 6 weeks)0

Reflects downloads up to 14 Dec 2024

Other Metrics

View Author Metrics

Citations

Cited By

View all

Bureš THnětynka PPlášil FŠkoda DKofroň JAl Ali RGerostathopoulos I(2022)Targeting uncertainty in smart CPS by confidence-based logicJournal of Systems and Software10.1016/j.jss.2021.111065181:COnline publication date: 22-Apr-2022
https://dl.acm.org/doi/10.1016/j.jss.2021.111065
Zavala EFranch XMarco JBerger C(2020)HAFLoopFuture Generation Computer Systems10.1016/j.future.2019.12.026105:C(607-630)Online publication date: 1-Apr-2020
https://dl.acm.org/doi/10.1016/j.future.2019.12.026
Zolubak MPelc MKawala-Janik AStanislawski R(2017)An expert system for pre-diagnostics screening using neurofeedback signals2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR)10.1109/MMAR.2017.8046902(636-641)Online publication date: Aug-2017
https://doi.org/10.1109/MMAR.2017.8046902
Batyuk LScheel CCamtepe SAlbayrak SMüller-Schloer CSchmeck HUngerer T(2011)Context-aware device self-configuration using self-organizing mapsProceedings of the 2011 workshop on Organic computing10.1145/1998642.1998647(13-22)Online publication date: 18-Jun-2011
https://dl.acm.org/doi/10.1145/1998642.1998647

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Cited By

Index Terms

Recommendations

Toward Formalized Autonomic Networking

Autonomic management of mobile and wireless networks

Retrofitting networked applications to add autonomic reconfiguration