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WoT2Pod: An Architecture enabling an Edge-to-Cloud Continuum

Published: 22 March 2024 Publication History

Abstract

We present WoT2Pod, an architecture that provides a uniform API for data access and control of IoT devices at the edge and in the cloud, creating a seamless continuum between these environments. The uniform API is based on Resource Description Framework (RDF) graphs, Linked Data Platform (LDP) containers, and HTTP. The API is created by a middleware that uses the Web of Things to interact with devices, maps collected IoT data to RDF, provides the most recent data at the edge, and stores data for long-term storage and sharing with third parties in a Solid Pod in the cloud layer. We establish a formalism and derive equations for predicting latency, and use them to evaluate different polling and pushing-based methods for exchanging data between components. Our results underscore that interactions at the edge are consistently faster than those in the cloud, with data access 65% faster and device control 70% faster. We found that a strategy that relies entirely on pushing data provides the most optimal latency results.

References

[1]
Jakob Beetz and André Borrmann. 2018. Benefits and limitations of linked data approaches for road modeling and data exchange. In Advanced Computing Strategies for Engineering: 25th EG-ICE International Workshop 2018, Lausanne, Switzerland, June 10-13, 2018, Proceedings, Part II 25. Springer, 245–261.
[2]
Pieter Bonte and Femke Ongenae. 2023. Towards Cascading Reasoning for Generic Edge Processing. (2023).
[3]
John Byabazaire, Gregory O’Hare, and Declan Delaney. 2020. Using trust as a measure to derive data quality in data shared IoT deployments. In 2020 29th International Conference on Computer Communications and Networks (ICCCN). IEEE, 1–9.
[4]
Hongming Cai, Boyi Xu, Lihong Jiang, and Athanasios V Vasilakos. 2016. IoT-based big data storage systems in cloud computing: perspectives and challenges. IEEE Internet of Things Journal 4, 1 (2016), 75–87.
[5]
Andrea Cimmino, Michael McCool, Farshid Tavakolizadeh, and Kunihiko Toumura. 2023. Web of Things (WoT) Discovery. https://www.w3.org/TR/wot-discovery/.
[6]
Michele De Donno, Koen Tange, and Nicola Dragoni. 2019. Foundations and evolution of modern computing paradigms: Cloud, iot, edge, and fog. Ieee Access 7 (2019), 150936–150948.
[7]
Wesley Eddy. 2022. Transmission Control Protocol (TCP). RFC 9293. https://doi.org/10.17487/RFC9293
[8]
Michael Freund, Rene Dorsch, and Andreas Harth. 2022. Applying the Web of Things Abstraction to Bluetooth Low Energy Communication. arXiv preprint arXiv:2211.12934 (2022).
[9]
Michael Freund, Justus Fries, Thomas Wehr, and Andreas Harth. 2023. Generating Visual Programming Blocks based on Semantics in W3C Thing Descriptions. (2023).
[10]
Justus Fries, Michael Freund, and Andreas Harth. 2023. A Solid Architecture for Machine Data Exchange with Access Control. (2023).
[11]
Mian Guo, Lei Li, and Quansheng Guan. 2019. Energy-efficient and delay-guaranteed workload allocation in IoT-edge-cloud computing systems. IEEE Access 7 (2019), 78685–78697.
[12]
Jonni Hanski, Pieter Heyvaert, Ben De Meester, Ruben Taelman, and Ruben Verborgh. 2023. Distributed Social Benefit Allocation using Reasoning over Personal Data in Solid. (2023).
[13]
Daniel Henselmann, Karina Kolinsky, Sebastian Schmid, Daniel Schraudner, Andreas Both, and Andreas Harth. 2022. Solid Proof of Concept in an Enterprise Loan Request Use Case. (2022).
[14]
Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d’Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, 2021. Knowledge graphs. ACM Computing Surveys (CSUR) 54, 4 (2021), 1–37.
[15]
Michael Jacoby and Thomas Usländer. 2020. Digital twin and internet of things—Current standards landscape. Applied Sciences 10, 18 (2020), 6519.
[16]
Sebastian Kaebisch, Michael McCool, Ege Korkan, Takuki Kamiya, Victor Charpenay, and Matthias Kovatsch. 2023. Web of Things (WoT) Thing Description 1.1. https://www.w3.org/TR/wot-thing-description/.
[17]
Michael Lagally, Ryuichi Matsukura, Michael McCool, Kunihiko Toumura, Kazuo Kajimoto, Toru Kawaguchi, and Matthias Kovatsch. 2023. Web of Things (WoT) Architecture 1.1. https://www.w3.org/TR/wot-architecture/.
[18]
Mark Nottingham. 2017. Web Linking. RFC 8288. https://doi.org/10.17487/RFC8288
[19]
Mahda Noura, Mohammed Atiquzzaman, and Martin Gaedke. 2019. Interoperability in internet of things: Taxonomies and open challenges. Mobile networks and applications 24 (2019), 796–809.
[20]
Mahda Noura, Sebastian Heil, and Martin Gaedke. 2019. Webifying heterogenous internet of things devices. In Web Engineering: 19th International Conference, ICWE 2019, Daejeon, South Korea, June 11–14, 2019, Proceedings 19. Springer, 509–513.
[21]
Axel Polleres, Aidan Hogan, Renaud Delbru, and Jürgen Umbrich. 2013. RDFS and OWL reasoning for linked data. In Reasoning Web International Summer School. Springer, 91–149.
[22]
Andrei Vlad Sambra, Essam Mansour, Sandro Hawke, Maged Zereba, Nicola Greco, Abdurrahman Ghanem, Dmitri Zagidulin, Ashraf Aboulnaga, and Tim Berners-Lee. 2016. Solid: a platform for decentralized social applications based on linked data. MIT CSAIL & Qatar Computing Research Institute, Tech. Rep. (2016).
[23]
Lidong Wang. 2017. Heterogeneous data and big data analytics. Automatic Control and Information Sciences 3, 1 (2017), 8–15.
[24]
John Wise, Alexandra Grebe de Barron, Andrea Splendiani, Beeta Balali-Mood, Drashtti Vasant, Eric Little, Gaspare Mellino, Ian Harrow, Ian Smith, Jan Taubert, 2019. Implementation and relevance of FAIR data principles in biopharmaceutical R&D. Drug discovery today 24, 4 (2019), 933–938.

Cited By

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  • (2024)From 5G-Advanced to 6G in 2030: New Services, 3GPP Advances, and Enabling TechnologiesIEEE Access10.1109/ACCESS.2024.339636112(63238-63270)Online publication date: 2024
  • (2024)SaVeWoT: Scripting and Verifying Web of Things Systems and Their Effects on the Physical WorldKI 2024: Advances in Artificial Intelligence10.1007/978-3-031-70893-0_8(99-113)Online publication date: 25-Sep-2024

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Information

Published In

cover image ACM Other conferences
IoT '23: Proceedings of the 13th International Conference on the Internet of Things
November 2023
299 pages
ISBN:9798400708541
DOI:10.1145/3627050
This work is licensed under a Creative Commons Attribution-NoDerivatives International 4.0 License.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 March 2024

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Author Tags

  1. Architecture
  2. Internet of Things
  3. Solid Project
  4. Web of Things

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  • Research-article
  • Research
  • Refereed limited

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  • Bayerisches Verbundforschungsprogramm (BayVFP) des Freistaates Bayern

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IoT 2023

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Overall Acceptance Rate 28 of 84 submissions, 33%

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Cited By

View all
  • (2024)From 5G-Advanced to 6G in 2030: New Services, 3GPP Advances, and Enabling TechnologiesIEEE Access10.1109/ACCESS.2024.339636112(63238-63270)Online publication date: 2024
  • (2024)SaVeWoT: Scripting and Verifying Web of Things Systems and Their Effects on the Physical WorldKI 2024: Advances in Artificial Intelligence10.1007/978-3-031-70893-0_8(99-113)Online publication date: 25-Sep-2024

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