NebulaStream: Complex Analytics Beyond the Cloud

Zeuch, Steffen, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, and Volker Mark.

The International Workshop on Very Large Internet of Things (VLIoT 2020) | September 2020

Abstract:

The arising Internet of Things (IoT) will require significant changes to current stream processing engines (SPEs) to enable large-scale IoT applications. In this paper, we present challenges and opportunities for an IoT data management system to enable complex analytics beyond the cloud. As one of the most important upcoming IoT applications, we focus on the vision of a smart city. The goal of this paper is to bridge the gap between the requirements of upcoming IoT applications and the supported features of an IoT data management system. To this end, we outline how state-of-the-art SPEs have to change to exploit the new capabilities of the IoT and showcase how we tackle IoT challenges in our own system, NebulaStream. This paper lays the foundation for a new type of system that leverages the IoT to enable large-scale applications over millions of IoT devices in highly dynamic and geo-distributed environments.

Talk:

Bibtex:

 
@article{zeuch2020vloitnebulastream,
  title={NebulaStream: Complex analytics beyond the cloud},
  author={Zeuch, Steffen and Zacharatou, Eleni Tzirita and Zhang, Shuhao and Chatziliadis, Xenofon and Chaudhary, Ankit and Del Monte, Bonaventura and Giouroukis, Dimitrios and Grulich, Philipp M and Ziehn, Ariane and Mark, Volker},
  journal={The International Workshop on Very Large Internet of Things (VLIoT 2020)},
  year={2020},
  publisher={VLIOT}
}

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