Journal
INFORMATION SCIENCES
Volume 480, Issue -, Pages 222-236Publisher
ELSEVIER SCIENCE INC
DOI: 10.1016/j.ins.2018.12.046
Keywords
Internet of things; Edge analytics; Smart objects; Computational negotiation; Smart decision making
Categories
Funding
- National Research Foundation of Korea (NRF) - Korea government (MSIP) [NRF-2017R1A4A1015675]
Ask authors/readers for more resources
In this paper, we propose a computational negotiation approach on Internet of Things (IoT) system where distributed edge devices can make their own decisions for smart applications. Particularly, Artificial Intelligence (AI) techniques play an important role of edge analytics in order to adaptively improve the performance of IoT systems. In this regard, we apply several AI techniques to provide negotiation models (e.g., synchronization, competition, and cooperation) among connected objects for edge analytics. Moreover, in the context of smart city, two typical use cases on IoT applications have been presented to evaluate our proposed approach. They are i) smart traffic control and ii) smart home energy management system. (C) 2018 Elsevier Inc. All rights reserved.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available