Cooperative Self-optimisation of Network Protocol Parameters at Runtime

Sven Tomforde, Jan Kantert, Sebastian von Mammen, Jörg Hähner

Abstract

Network protocols are deployed in highly dynamic environments, but typically configured with a static setup of configurations. The Organic Network Control system (ONC) has been developed to alter protocol configurations at runtime. ONC is equipped with online learning capabilities and safety considerations. This paper presents a first TCP-based study on how this approach can be applied to end-to-end protocols and simultaneously alleviating the drawbacks of a simulation-based optimisation procedure. The paper explains the developed algorithm and demonstrates the benefit of the solution in an Omnet++ scenario.

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Paper Citation


in Harvard Style

Tomforde S., Kantert J., von Mammen S. and Hähner J. (2015). Cooperative Self-optimisation of Network Protocol Parameters at Runtime . In Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-122-9, pages 123-130. DOI: 10.5220/0005520701230130


in Bibtex Style

@conference{icinco15,
author={Sven Tomforde and Jan Kantert and Sebastian von Mammen and Jörg Hähner},
title={Cooperative Self-optimisation of Network Protocol Parameters at Runtime},
booktitle={Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2015},
pages={123-130},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005520701230130},
isbn={978-989-758-122-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Cooperative Self-optimisation of Network Protocol Parameters at Runtime
SN - 978-989-758-122-9
AU - Tomforde S.
AU - Kantert J.
AU - von Mammen S.
AU - Hähner J.
PY - 2015
SP - 123
EP - 130
DO - 10.5220/0005520701230130