A CBR MAC/FAC Approach for Cloud Management

Eric Kübler, Miriam Herold, Mirjam Minor

2019

Abstract

In modern working world, efficiency is important. This includes the execution of workflows. Cloud computing offers is costumers, pay as you go pricing models which can be used to improve the cost efficiency of workflows execution. To benefit form this pricing model, a smart cloud management concept to assign tasks to cloud resources is required. Simple solutions struggle with over-, and under-provisioning problems or lack the needed flexibility. In this paper we present our CBR approach with MAC/FAC similarity function and experiments for task placements in cloud computing. Therefore we implemented a prototype and compared the results with the results of human experts.

Paper Citation

in Harvard Style

Kübler E., Herold M. and Minor M. (2019). A CBR MAC/FAC Approach for Cloud Management. In Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 3: KMIS; ISBN 978-989-758-382-7, SciTePress, pages 120-129. DOI: 10.5220/0008165001200129

in Bibtex Style

@conference{kmis19,
author={Eric Kübler and Miriam Herold and Mirjam Minor},
title={A CBR MAC/FAC Approach for Cloud Management},
booktitle={Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 3: KMIS},
year={2019},
pages={120-129},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008165001200129},
isbn={978-989-758-382-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 3: KMIS
TI - A CBR MAC/FAC Approach for Cloud Management
SN - 978-989-758-382-7
AU - Kübler E.
AU - Herold M.
AU - Minor M.
PY - 2019
SP - 120
EP - 129
DO - 10.5220/0008165001200129
PB - SciTePress