Agent-based MapReduce Processing in IoT

Ichiro Satoh

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Paper

Agent-based MapReduce Processing in IoT

Topics: Distributed Problem Solving; Mobile Agents; Task Planning and Execution

In Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, 250-257, 2016 , Rome, Italy

Author: Ichiro Satoh

Affiliation: National Institute of Informatics, Japan

Keyword(s): IoT, Mobile Agent, MapReduce Processing.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Distributed Problem Solving ; Mobile Agents ; Task Planning and Execution

Abstract: This paper presents an agent-based framework for processing data at nodes on the Internet of Things (IoT). The framework is based on MapReduce processing, where the MapReduce processing and its clones are popular but inherently have been designed for high-performance server clusters. It aims at enabling data to be processed at nodes on IoT. The key idea behind it is to deploy programs for data processing at the nodes that contain the target data as a map step by using the duplication and migration of agents and to execute the programs with the local data. It aggregates the results of the programs to certain nodes as a reduce step. We describe the architecture and implementation of the framework, its basic performance, and its application are also described here.

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Paper citation in several formats:

Satoh, I. (2016). Agent-based MapReduce Processing in IoT. In Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-172-4; ISSN 2184-433X, SciTePress, pages 250-257. DOI: 10.5220/0005802102500257

@conference{icaart16,
author={Ichiro Satoh.},
title={Agent-based MapReduce Processing in IoT},
booktitle={Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2016},
pages={250-257},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005802102500257},
isbn={978-989-758-172-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Agent-based MapReduce Processing in IoT
SN - 978-989-758-172-4
IS - 2184-433X
AU - Satoh, I.
PY - 2016
SP - 250
EP - 257
DO - 10.5220/0005802102500257
PB - SciTePress