Optimal processing node discovery algorithm for distributed computing in IoT

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Title: Optimal processing node discovery algorithm for distributed computing in IoT
Author(s): Kolcun, R
Boyle, D
McCann, JA
Item Type: Conference Paper
Abstract: © 2015 IEEE.The number of Internet-connected sensing and control devices is growing. Some anticipate them to number in excess of 212 billion by 2020. Inherently, these devices generate continuous data streams, many of which need to be stored and processed. Traditional approaches, whereby all data are shipped to the cloud, may not continue to be effective as cloud infrastructure may not be able to handle myriads of data streams and their associated storage and processing needs. Using cloud infrastructure alone for data processing significantly increases latency, and contributes to unnecessary energy inefficiencies, including potentially unnecessary data transmission in constrained wireless networks, and on cloud computing facilities increasingly known to be significant consumers of energy. In this paper we present a distributed platform for wireless sensor networks which allows computation to be shifted from the cloud into the network. This reduces the traffic in the sensor network, intermediate networks, and cloud infrastructure. The platform is fully distributed, allowing every node in a homogeneous network to accept continuous queries from a user, find all nodes satisfying the users query, find an optimal node (Fermat-Weber point) in the network upon which to process the query, and provide the result to the user. Our results show that the number of required messages can be decreased up to 49% and processing latency by 42% in comparison with state-of-the-art approaches, including Innet.
Publication Date: 26-Oct-2015
Date of Acceptance: 26-Oct-2015
URI: http://hdl.handle.net/10044/1/37002
DOI: http://dx.doi.org/10.1109/IOT.2015.7356550
ISBN: 978-1-4673-8056-0
Publisher: IEEE
Start Page: 72
End Page: 79
Journal / Book Title: Proceedings of the 5th International Conference on the Internet of Things
Copyright Statement: © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor/Funder: Engineering & Physical Science Research Council (EPSRC)
Intel Corporation (UK) Ltd
European Institute of Innovation and Technology - EIT
Funder's Grant Number: EP/I038837/1
PO #3000922346
.
Conference Name: 5th International Conference on the Internet of Things
Publication Status: Published
Start Date: 2015-10-26
Finish Date: 2015-10-28
Conference Place: Seoul, South Korea
Appears in Collections:Faculty of Engineering
Computing



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