Allocation of Heterogeneous Resources of an IoT Device to Flexible Services
Angelakis, Vangelis ; Avgouleas, Ioannis ; Pappas, Nikolaos ; Fitzgerald, Emma LU
and Yuan, Di
(2016)
In IEEE Internet of Things Journal
3(5).
p.691-700
- Abstract
- Internet of Things (IoT) devices can be equipped with multiple heterogeneous network interfaces. An overwhelmingly large amount of services may demand some or all of these interfaces’ available resources. Herein, we present a precise mathematical formulation of assigning services to interfaces with heterogeneous resources in one or more rounds. For reasonable instance sizes, the presented formulation produces optimal solutions for this computationally hard problem. We prove the NP-Completeness of the problem and develop two algorithms to approximate the optimal solution for big instance sizes. The first algorithm allocates the most demanding service requirements
first, considering the average cost of interfaces resources. The... (More) - Internet of Things (IoT) devices can be equipped with multiple heterogeneous network interfaces. An overwhelmingly large amount of services may demand some or all of these interfaces’ available resources. Herein, we present a precise mathematical formulation of assigning services to interfaces with heterogeneous resources in one or more rounds. For reasonable instance sizes, the presented formulation produces optimal solutions for this computationally hard problem. We prove the NP-Completeness of the problem and develop two algorithms to approximate the optimal solution for big instance sizes. The first algorithm allocates the most demanding service requirements
first, considering the average cost of interfaces resources. The second one calculates the demanding resource shares and allocates the most demanding of them first by choosing randomly among
equally demanding shares. Finally, we provide simulation results giving insight into services splitting over different interfaces for both cases. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/8862778
- author
- Angelakis, Vangelis
; Avgouleas, Ioannis
; Pappas, Nikolaos
; Fitzgerald, Emma
LU
and Yuan, Di
- organization
- publishing date
- 2016-10
- type
- Contribution to journal
- publication status
- published
- subject
- in
- IEEE Internet of Things Journal
- volume
- 3
- issue
- 5
- pages
- 10 pages
- publisher
- IEEE - Institute of Electrical and Electronics Engineers Inc.
- external identifiers
-
- scopus:84987811259
- wos:000393047800006
- ISSN
- 2327-4662
- DOI
- 10.1109/JIOT.2016.2535163
- project
- ELLIIT LU P01: WP2 Networking solutions
- language
- English
- LU publication?
- yes
- id
- a588ce5d-3058-492d-8d51-8aab46400b4c (old id 8862778)
- date added to LUP
- 2016-04-04 09:38:43
- date last changed
- 2022-05-09 06:01:47
@article{a588ce5d-3058-492d-8d51-8aab46400b4c,
abstract = {{Internet of Things (IoT) devices can be equipped with multiple heterogeneous network interfaces. An overwhelmingly large amount of services may demand some or all of these interfaces’ available resources. Herein, we present a precise mathematical formulation of assigning services to interfaces with heterogeneous resources in one or more rounds. For reasonable instance sizes, the presented formulation produces optimal solutions for this computationally hard problem. We prove the NP-Completeness of the problem and develop two algorithms to approximate the optimal solution for big instance sizes. The first algorithm allocates the most demanding service requirements<br/><br>
first, considering the average cost of interfaces resources. The second one calculates the demanding resource shares and allocates the most demanding of them first by choosing randomly among<br/><br>
equally demanding shares. Finally, we provide simulation results giving insight into services splitting over different interfaces for both cases.}},
author = {{Angelakis, Vangelis and Avgouleas, Ioannis and Pappas, Nikolaos and Fitzgerald, Emma and Yuan, Di}},
issn = {{2327-4662}},
language = {{eng}},
number = {{5}},
pages = {{691--700}},
publisher = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}},
series = {{IEEE Internet of Things Journal}},
title = {{Allocation of Heterogeneous Resources of an IoT Device to Flexible Services}},
url = {{http://dx.doi.org/10.1109/JIOT.2016.2535163}},
doi = {{10.1109/JIOT.2016.2535163}},
volume = {{3}},
year = {{2016}},
}