Robust fuzzy CPU utilization control for dynamic workloads

Journal of Systems and Software

Volumn 83, Issue 7, 2010, Pages 1192-1204

  Basaran, Can ^a   Suzer, Mehmet H ^a   Kang, Kyoung Don ^a   Liu, Xue ^b  

^a State University of New York   (United States)

^b UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

Fuzzy control theory; Real time systems; Utilization management

Indexed keywords

APRIORI; CLOSED-LOOP; CPU UTILIZATION; FORMAL FUZZY LOGIC; NON-LINEAR DYNAMIC SYSTEMS; REAL-TIME APPLICATION; REAL-TIME KERNEL; ROBUST FUZZY; SET-POINT; SYSTEM MODELS; TRANSIENT PERFORMANCE; UTILIZATION MANAGEMENT;

COMPUTER CONTROL SYSTEMS; CONTROLLERS; DYNAMICAL SYSTEMS; FEEDBACK CONTROL; FUZZY CONTROL; FUZZY LOGIC; FUZZY SET THEORY; FUZZY SYSTEMS; MODEL PREDICTIVE CONTROL; MODEL STRUCTURES; PREDICTIVE CONTROL SYSTEMS; ROBUST CONTROL; SYSTEM THEORY; TARGET TRACKING;

REAL TIME SYSTEMS;

EID: 77953139670     PISSN: 01641212     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jss.2010.01.031     Document Type: Article

References (27)

1. Abdelzaher T.F., Stankovic J.A., Lu C., Zhang R., and Lu Y. Feedback performance control in software services. IEEE Control Systems Magazine 23 3 (2003)
2. Abeni L., Cucinotta T., Lipari G., Marzario L., and Palopoli L. QoS management through adaptive reservations. Real-Time Systems 29 2-3 (2005)
3. Amirijoo, M., Hansson, J., Son, S.H., Gunnarsson, S., 2007. Experimental evaluation of linear time-invariant models for feedback performance control in real-time system. In: Real-Time Systems, vol. 35.
4. Ȧström K.J., and Wittenmark B. Adaptive Control. second ed. (1994), Addison-Wesley
5. Buttazzo, G., Lipari, G., Abeni, L., 1998. Elastic task model for adaptive rate control. In: IEEE Real-Time Systems Symposium.
6. Carlson, R., 2002. Sandia SCADA Program High-Security SCADA LDRD Final Report. Tech. Rep., SANDIA, SANDIA Report SAND2002-0729.
7. Diao Y., Hellerstein J.L., and Parekh S. Using fuzzy control to maximize profits in service level management. IBM Systems Journal 41 3 (2002)
8. Hellerstein J.L., Diao Y., Parekh S., and Tilbury D.M. Feedback Control of Computing Systems (2004), A John Wiley and Sons, Inc., Publication
9. Karamanolis, C., Karlsson, M., Zhu, X., 2005. Designing controllable computer systems. In: USENIX Workshop on Hot Topics in Operating Systems.
10. Klir G., and Yuan B. Fuzzy Sets and Fuzzy Logic: Theory and Applications (1995), Prentice-Hall
11. Li B., and Nahrstedt K. A control-based middleware framework for quality of service adaptations. IEEE Journal on Selected Areas in Communications 17 9 (1999)
12. Liu J.W.S. Real-Time Systems (2000), Prentice-Hall
13. Loyall, J., Schantz, R., Corman, D., Paunicka, J., Fernandez, S., 2005. A distributed real-time embedded application for surveillance, detection, and tracking of time critical targets. In: The 11th IEEE Real-Time Embedded Technology and Applications Symposium.*****
14. Lu, C., Stankovic, J.A., Tao, G., Son, S.H., 2002. Feedback control real-time scheduling: framework, modeling and algorithms. In: Real-Time Systems, Special Issue on Control-Theoretical Approaches to Real-Time Computing, vol. 23.
15. Lu, Y., Saxena, A., Abdelzaher, T.F., 2002. Differentiated Caching services; a control-theoretical approach. In: The 21st International Conference on Distributed Computing Systems.
16. Lu C., Wang X., and Koutsoukos X. Feedback utilization control in distributed real-time systems with end-to-end tasks. IEEE Transactions on Parallel and Distributed Systems 16 (2005) 550-561
17. Maciejowski J. Predictive Control with Constraints (2002), Prentice-Hall
18. Mudi R.K., and Pal N.R. A self-tuning fuzzy PI controller. Fuzzy Sets and Systems 115 (2000) 327-338
19. Passino K.M., and Yurkovich S. Fuzzy Control (1998), Addison-Wesley
20. Phillips C.L., and Nagle H.T. Digital Control System Analysis and Design. third ed. (1995), Prentice-Hall
21. RTAI - the RealTime Application Interface for Linux from DIAPM. .
22. Suzer, M.H., Kang, K.D., 2008. Adaptive Fuzzy Control for Utilization Management. In: IEEE International Symposium on Object/Component/Service-Oriented Real-time Distributed Computing.
23. Wang, X., Lu, C., Koutsoukos, X., 2005. Enhancing the robustness of distributed real-time middleware via end-to-end utilization control. In: IEEE Real-Time Systems Symposium.
24. Wang X., Jia D., Lu C., and Koutsoukos X. DEUCON: decentralized end-to-end utilization control for distributed real-time systems. IEEE Transactions on Parallel and Distributed Systems 18 (2007) 996-1009
25. Wang X., Lu C., and Gill C. FCS/nORB: a feedback control real-time scheduling service for embedded ORB middleware. Microprocessors and Microsystems 32 (2008) 413-424
26. Wei J., and Xu C.-Z. eQoS: provisioning of client-perceived end-to-end QoS guarantees in web servers. IEEE Transactions on Computers 55 (2006) 1543-1556
27. Zadeh L.A. Fuzzy sets. Information and Control 8 3 (1965) 338-353