An initial proposal for data-aware resource analysis of orchestrations with applications to proactive monitoring

Ivanović, Dragan and Carro Liñares, Manuel and Hermenegildo, Manuel V. (2009). An initial proposal for data-aware resource analysis of orchestrations with applications to proactive monitoring. Monografía (Technical Report). Facultad de Informática (UPM), Madrid, España.

Description

Title: An initial proposal for data-aware resource analysis of orchestrations with applications to proactive monitoring
Author/s:
  • Ivanović, Dragan
  • Carro Liñares, Manuel
  • Hermenegildo, Manuel V.
Item Type: Monograph (Technical Report)
Date: November 2009
Subjects:
Freetext Keywords: Service orchestrations; Resource analysis, Data-Awareness; Monitoring
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

Several activities in service oriented computing, such as monitoring, automatic composition, and adaptation, can benefit from knowing ahead of time future properties of a given service composition. In this paper we focus on how statically inferred cost functions on input data, which represent safe upper and lower bounds for different cost measures, can be used to predict some runtime QoSrelated values (to, e.g., validate compositions at design time) and to compare actual and predicted resource usage at run-time in order to take adaptive actions if needed. In our approach a BPEL-like orchestration is expressed in an intermediate language which is in turn automatically translated into a logic program. Cost and resource analysis tools are applied to infer functions which, depending on the contents of some initial incoming message, return safe upper and lower bounds of some resource usage measure.

More information

Item ID: 55459
DC Identifier: http://oa.upm.es/55459/
OAI Identifier: oai:oa.upm.es:55459
Official URL: http://www.cliplab.org/papers/ivanovic09-res-anal-orch-tr.pdf
Deposited by: Biblioteca Facultad de Informatica
Deposited on: 17 Jun 2019 09:43
Last Modified: 17 Jun 2019 09:43
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