Flexible Allocation of Heterogeneous Resources to Services on an IoT Device

In the Internet of Things (IoT), devices and gateways may be equipped with multiple, heterogeneous network interfaces which should be utilized by a large number of services. In this work, we model the problem of assigning services' resource demands to a device's heterogeneous interfaces an...

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Hauptverfasser: Angelakis, Vangelis, Avgouleas, Ioannis, Pappas, Nikolaos, Yuan, Di
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Sprache:eng
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Zusammenfassung:In the Internet of Things (IoT), devices and gateways may be equipped with multiple, heterogeneous network interfaces which should be utilized by a large number of services. In this work, we model the problem of assigning services' resource demands to a device's heterogeneous interfaces and give a Mixed Integer Linear Program (MILP) formulation for it. For meaningful instance sizes the MILP model gives optimal solutions to the presented computationally-hard problem. We provide insightful results discussing the properties of the derived solutions with respect to the splitting of services to different interfaces.
DOI:10.48550/arxiv.1504.03218