Quotation Breskovic, Ivan, Haas, Christian, Caton, Simon, Brandic, Ivona. 2011. Towards Self-Awareness in Cloud Markets: A Monitoring Methodology. In IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing, Hrsg. DASC 2011, 81-88. Sydney, NSW: None.


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Abstract

Currently, the Cloud landscape is a fragmented, static and shapeless market that hinders the paradigm's ability to fulfil its promise of ubiquitious computing on tap and as a commodity. In this paper, we present our vision of an autonomic self-aware Cloud market platform, and argue that autonomic market platforms for Clouds can step up to the challenge of today's status quo. As our first steps towards achieving this vision, we present a market monitoring methodology, which includes a series of realistic market goals, sets of extractable metrics from a market platform and how to map (i.e. combine and transform) metrics to access goal performance such that autonomic adaption of the market could be undertaken. We have extended a known market simulator for distributed infrastructures (GridSim) with relevant sensors. To demonstrate the usefulness of our approach, we simulate a sudden cease in demand for goods in our market platform.

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Publication's profile

Status of publication Published
Affiliation External
Type of publication Contribution to conference proceedings
Language English
Title Towards Self-Awareness in Cloud Markets: A Monitoring Methodology
Title of whole publication IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing
Editor DASC 2011
Page from 81
Page to 88
Location Sydney, NSW
Year 2011
ISBN 978-0-7695-4612-4
URL https://ieeexplore.ieee.org/document/6118357
Open Access N

Associations

People
Haas, Christian (Details)
External
Brandic, Ivona (TU Vienna, Austria)
Breskovic, Ivan (TU Vienna, Austria)
Caton, Simon (University College Dublin, Ireland)
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