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Authors: Eric Kübler and Mirjam Minor

Affiliation: Goethe University, Germany

Keyword(s): Cloud Management, Case-based Reasoning, Intelligent Cloud Provisioning.

Abstract: Resource provisioning is an important issue of cloud computing. Most of the recent cloud solutions implement a simple way with static thresholds to provide resources. Some more sophisticated approaches consider the cloud provisioning problem a multi-dimensional optimization approach. However, the calculation effort for solving optimization problems is significant. An intelligent resource provisioning with a reduced calculation effort requires smart cloud management methods. In this position paper, we propose a case-based reasoning approach for cloud management. A case records a problem situation in cloud management and its solution. We introduce a case model and a retrieval method for previously solved problem cases with the aim to reuse their re-configuration actions for a recent problem situation. The case model uses the container notion correlated with QoS problems. We present a novel, composite similarity function that allows to compare a recent problem situation with the cases f rom the past. During retrieval, the similarity function creates a ranking of the cases according to their relevance to the current problem situation. Further, we describe the prototypical implementation of the core elements of our case based-reasoning concept. The plausiblility of the retrieval approach has been tested by means of sample cases with simulated data. (More)

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Paper citation in several formats:
Kübler, E. and Minor, M. (2016). Towards a Case-based Reasoning Approach for Cloud Provisioning. In Proceedings of the 6th International Conference on Cloud Computing and Services Science - Volume 2: CLOSER; ISBN 978-989-758-182-3; ISSN 2184-5042, SciTePress, pages 290-295. DOI: 10.5220/0005911702900295

@conference{closer16,
author={Eric Kübler. and Mirjam Minor.},
title={Towards a Case-based Reasoning Approach for Cloud Provisioning},
booktitle={Proceedings of the 6th International Conference on Cloud Computing and Services Science - Volume 2: CLOSER},
year={2016},
pages={290-295},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005911702900295},
isbn={978-989-758-182-3},
issn={2184-5042},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Cloud Computing and Services Science - Volume 2: CLOSER
TI - Towards a Case-based Reasoning Approach for Cloud Provisioning
SN - 978-989-758-182-3
IS - 2184-5042
AU - Kübler, E.
AU - Minor, M.
PY - 2016
SP - 290
EP - 295
DO - 10.5220/0005911702900295
PB - SciTePress

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