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Authors: Carlos Lübbe and Bernhard Mitschang

Affiliation: University of Stuttgart, Germany

Keyword(s): Load-balancing, Spatial Cache, Spatial Data Processing, Peer-to-Peer System.

Related Ontology Subjects/Areas/Topics: Data Engineering ; Data Management and Quality ; Data Structures and Data Management Algorithms ; Database Architecture and Performance ; Databases and Data Security ; Databases and Information Systems Integration ; Enterprise Information Systems ; Large Scale Databases ; Mobile Data Management

Abstract: An increasing demand for geographic data compels data providers to handle an enormous amount of range queries at their data tier. In answer to this, frequently used data can be cached in a distributed main memory store in which the load is balanced among multiple cache nodes. To make appropriate load-balancing decisions, several key-indicators such as expected and actual workload as well as data skew can be used. In this work, we make use of an abstract mathematical model to consolidate these indicators. Moreover, we propose a multi-level load-balancing algorithm which considers the different indicators in separate stages. Our evaluation shows that our multi-level approach significantly improves the resource utilization in comparison to existing technology.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Lübbe, C. and Mitschang, B. (2013). An Elastic Cache Infrastructure through Multi-level Load-balancing. In Proceedings of the 2nd International Conference on Data Technologies and Applications - DATA; ISBN 978-989-8565-67-9; ISSN 2184-285X, SciTePress, pages 183-190. DOI: 10.5220/0004486001830190

@conference{data13,
author={Carlos Lübbe. and Bernhard Mitschang.},
title={An Elastic Cache Infrastructure through Multi-level Load-balancing},
booktitle={Proceedings of the 2nd International Conference on Data Technologies and Applications - DATA},
year={2013},
pages={183-190},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004486001830190},
isbn={978-989-8565-67-9},
issn={2184-285X},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Data Technologies and Applications - DATA
TI - An Elastic Cache Infrastructure through Multi-level Load-balancing
SN - 978-989-8565-67-9
IS - 2184-285X
AU - Lübbe, C.
AU - Mitschang, B.
PY - 2013
SP - 183
EP - 190
DO - 10.5220/0004486001830190
PB - SciTePress

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