Abstract
AbstractThe Internet of Things (IoT) presents a novel computing architecture for data management: a distributed, highly dynamic, and heterogeneous environment of massive scale. Applications for the IoT introduce new challenges for integrating the concepts of fog and cloud computing as well as sensor networks in one unified environment. In this paper, we present early approaches that address parts of the overall problem space. All approaches are incorporated into NebulaStream (NES), our novel data processing platform that addresses the heterogeneity, unreliability, and scalability challenges of the IoT and thus provides efficient data management for future applications.
Funder
Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Publisher
Springer Science and Business Media LLC
Subject
General Earth and Planetary Sciences,General Environmental Science
Reference74 articles.
1. Reinsel D et al (2018) Data age 2025: The digitization of the world from edge to core. https://www.seagate.com/files/www-content/our-story/trends/files/idc-seagate-dataage-whitepaper.pdf. Zugegriffen: 15. Dez. 2019
2. Hung M (2017) Leading the iot, gartner insights on how to lead in a connected world (Gartner Research)
3. Gavriilidis H et al (2020) Scaling a public transport monitoring system to internet of things infrastructures. In: EDBT
4. Grulich PM, Zukunft O (2017) Bringing big data into the car: Does it scale? In: Innovate-Data, IEEE
5. Miorandi D, Sicari S, De Pellegrini F, Chlamtac I (2012) Internet of things: Vision, applications and research challenges. Ad Hoc Netw 10:1497–1516. https://doi.org/10.1016/j.adhoc.2012.02.016
Cited by
3 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. AquaLang: A Dataflow Programming Language;Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems;2024-06-24
2. Towards FAIR Data Stream Processing Ecosystems;Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems;2024-06-24
3. Application and Research of IoT Architecture for End-Net-Cloud Edge Computing;Electronics;2022-12-20