NebulaStream: Data Management for the Internet of Things

Author:

Zeuch SteffenORCID,Chatziliadis Xenofon,Chaudhary Ankit,Giouroukis Dimitrios,Grulich Philipp M.,Nugroho Dwi Prasetyo Adi,Ziehn Ariane,Mark Volker

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

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