Predictive Monitoring
by
Osama Sammodi
—
last modified
Apr 26, 2012 09:01
—
filed under:
KnowledgeModel
Definitions
| Term: Predictive Monitoring |
Domain: Cross-cutting issues | ||||
|---|---|---|---|---|---|
| Engineering and Design (KM-ED) |
Adaptation and Monitoring (KM-AM) |
Quality Definition, Negotiation and
Assurance (KM-QA) |
Generic (domain independent) |
||
| D o m a i n : L a y e r s |
Business Process Management (KM-BPM) |
||||
| Service Composition and
Coordination (KM-SC) |
|||||
| Service Infrastructure (KM-SI) |
|||||
| Generic (domain independent) |
Predictive monitoring aims at detecting QoS deviations
ahead of time by e.g. feeding the monitoring data to a forecasting
model of the future behavior [Ivanovic et al. 2010a,b], [Ivanovic et
al. 2011]. Related to Online
Testing and
Runtime Monitoring and Analysis of Influential Factors of Business
Process Performance. |
||||
Competencies
- UPM: Static Analysis, Resource Analysis; http://clip.dia.fi.upm.es ; Dragan Ivanovic,Manuel Hermenegildo, Manuel Carro
References
- [Ivanovic et al. 2010a] Ivanovic, D., Carro, M., & Hermenegildo, M. (2010). An Initial Proposal for Data-Aware Resource Analysis of Orchestrations with Applications to Predictive Monitoring. International Workshops, ICSOC/ServiceWave 2009, Revised Selected Papers. Lecture Notes in Computer Science, Vol. 6275, (6275). Springer.
- [Ivanovic et al. 2010b] Ivanović, D., Carro, M., & Hermenegildo, M. (2010). Towards Data-Aware QoS-Driven Adaptation for Service Orchestrations. In Proceedings of the 2010 IEEE International Conference on Web Services (ICWS 2010), Miami, FL, USA, 5-10 July 2010. IEEE.
- [Ivanovic et al. 2011] Ivanović, D., Carro, M., & Hermenegildo, M. (2011). Constraint-Based Runtime Prediction of SLA Violations in Service Orchestrations. In G. Kappel, H. Motahari, & Z. Maamar (Eds.), Service-Oriented Computing – ICSOC 2011. Lecture Notes in Computer Science, Vol. 7084. Springer.
