Exploring the impact of inaccuracy and imprecision of QoS assumptions on proactive constraint-based QoS prediction for service orchestrations

ICSE Workshop on Principles of Engineering Service Oriented Systems

Volumn , Issue , 2012, Pages 29-35

  Ivanović, Dragan ^a   Carro, Manuel ^a   Hermenegildo, Manuel ^b  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

^b IMDEA SOFTWARE INSTITUTE   (Spain)

Author keywords

Constraints; Experimental validation; Prediction; Quality of prediction; Quality of service; Service orchestration

Indexed keywords

ACCURATE PREDICTION; CONSTRAINT-BASED; CONSTRAINTS; EXPERIMENTAL VALIDATIONS; FAILURE PREDICTION; LOWER BOUNDS; PREDICTION QUALITY; QUALITY OF PREDICTIONS; SERVICE LEVEL AGREEMENTS; SERVICE ORCHESTRATION; UPPER BOUND;

FORECASTING;

QUALITY OF SERVICE;

EID: 84865146061     PISSN: 21567921     EISSN: 2156793X     Source Type: Conference Proceeding    
DOI: 10.1109/PESOS.2012.6225936     Document Type: Conference Paper

References (11)

1. D. Ivanović, M. Carro, and M. Hermenegildo, "Constraint-Based Runtime Prediction of SLA Violations in Service Orchestrations," in Service-Oriented Computing - ICSOC 2011, ser. LNCS, G. Kappel, H. Motahari, and Z. Maamar, Eds., no. 7084. Springer Verlag, December 2011, pp. 62-76, best paper award.
2. R. Dechter, Constraint Processing. Morgan Kauffman Publishers, 2003.
3. P. Leitner, A. Michlmayr, F. Rosenberg, and S. Dustdar, "Monitoring, prediction and prevention of sla violations in composite services," in ICWS. IEEE Computer Society, 2010, pp. 369-376.
4. P. Leitner, B. Wetzstein, F. Rosenberg, A. Michlmayr, S. Dustdar, and F. Leymann, "Runtime prediction of service level agreement violations for composite services," in ICSOC/ServiceWave Workshops, ser. Lecture Notes in Computer Science, A. Dan, F. Gittler, and F. Toumani, Eds., vol. 6275, 2009, pp. 176-186.
5. A. Metzger, O. Sammodi, K. Pohl, and M. Rzepka, "Towards pro-active adaptation with confidence: Augmenting service monitoring with online testing," in Proceedings of the ICSE 2010 Workshop on Software Engineering for Adaptive and Self-managing Systems (SEAMS 10), Cape Town, South Africa, 2010.
6. O. Sammodi, A. Metzger, X. Franch, M. Oriol, J. Marco, and K. Pohl, "Usage-based online testing for proactive adaptation of service-based applications," in COMPSAC 2011 - The Computed World: Software Beyond the Digital Society. IEEE Computer Society, 2011.
7. E. Schmieders and A. Metzger, "Preventing performance violations of service compositions using assumption-based runtime verification," in ServiceWave 2011, ser. LNCS, A. Zisman, I. Llorente, S. M., A. W., and V. J., Eds. Springer, 2011.
8. E. Schmieders, A. Micsik, M. Oriol, K. Mahbub, and R. Kazhamiakin, "Combining SLA prediction and cross layer adaptation for preventing SLA violations," in 2nd Workshop on Software Services: Cloud Computing and Applications based on Software Services, 2011.
9. P. Leitner,W. Hummer, and S. Dustdar, "Cost-based optimization of service compositions," IEEE Transactions on Services Computing, vol. 99, no. PrePrints, 2011.
10. F. Salfner, M. Lenk, and M. Malek, "A survey of online failure prediction methods," ACM Comput. Surv., vol. 42, no. 3, 2010.
11. K. R. Apt and M. G. Wallace, Constraint Logic Programming Using ECLIPSE. Cambridge University Press, 2007.