Memorias de investigación
Ponencias en congresos:
Towards QoS Prediction Based on Composition Structure Analysis and Probabilistic Environment Models
Año:2013

Áreas de investigación
  • Ciencias de la computación y tecnología informática

Datos
Descripción
Complex software systems are usually built by composing numerous components, including external services. The quality of service (QoS) is essential for determining the usability of such systems, and depends both on the structure of the composition and on the QoS of its components. Since the QoS of each component is usually determined with uncertainty and varies from one invocation to another, the composite system also exhibits stochastic QoS behavior. We propose an approach for computing probability distributions of the composite system QoS attributes based on known probability distributions of the component QoS attributes and the composition structure. The approach is experimentally evaluated using a prototype analyzer tool and a real-world service-based example, by comparing the predicted probability distributions for the composition QoS with the actual distribution of QoS values from repeated actual executions.
Internacional
Si
Nombre congreso
5th International Workshop on Principles of Engineering Service-Oriented Systems
Tipo de participación
960
Lugar del congreso
San Francisco, EEUU
Revisores
Si
ISBN o ISSN
DOI
10.1109/PESOS.2013.6635972
Fecha inicio congreso
26/05/2013
Fecha fin congreso
26/05/2013
Desde la página
11
Hasta la página
20
Título de las actas
PESOS 2013 Proceedings

Esta actividad pertenece a memorias de investigación

Participantes

Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Computación lógica, Lenguajes, Implementación y Paralelismo (CLIP)