Towards Big Data in Education: the case at the Open University of the Netherlands

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Abstract

This chapter describes the architecture for an enterprise level big data infrastructure at the Open University of the Netherlands. This infrastructure aims to capture dispersed data from various heterogeneous data sources into a single ledger of immutable data, which allow the development of so called ‘smart services’. Four major requirements for this infrastructure are derived: scalability, availability, reliability and flexibility. These requirements together with the sheer size of the ledger lead to an architecture that is horizontal scalable by using distributed data systems . Next, the Lambda and Kappa reference architectures are discussed as they both meet the requirements. However, the authors argue that the Kappa architecture is more appealing due to a reduced complexity by using a single technology stack. Finally the resulting architecture is outlined in detail.
Original languageEnglish
Title of host publicationFrontiers of Cyberlearning
Subtitle of host publicationEmerging Technologies for Teachingand Learning
EditorsM. Spector, V. Kumar, A. Essa, Y.-M. Huang, R. Koper, R. Tortorella, T.-W. Chang, Y. Li, Z. Zhang
PublisherSpringer
Chapter7
Pages125-143
ISBN (Electronic)978-981-13-0650-1
ISBN (Print)978-981-13-0649-5
DOIs
Publication statusPublished - 5 Oct 2018

Publication series

NameLecture Notes in Educational Technology
ISSN (Print)2196-4963
ISSN (Electronic)2196-4971

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Scalability
Data acquisition
Education
Availability
Industry
Big data

Keywords

  • data science
  • big data
  • education
  • arcihtecture

Cite this

Vogten, H., & Koper, R. (2018). Towards Big Data in Education: the case at the Open University of the Netherlands. In M. Spector, V. Kumar, A. Essa, Y-M. Huang, R. Koper, R. Tortorella, T-W. Chang, Y. Li, ... Z. Zhang (Eds.), Frontiers of Cyberlearning: Emerging Technologies for Teachingand Learning (pp. 125-143). (Lecture Notes in Educational Technology). Springer. https://doi.org/10.1007/978-981-13-0650-1_7
Vogten, Hubert ; Koper, Rob. / Towards Big Data in Education: the case at the Open University of the Netherlands. Frontiers of Cyberlearning: Emerging Technologies for Teachingand Learning. editor / M. Spector ; V. Kumar ; A. Essa ; Y.-M. Huang ; R. Koper ; R. Tortorella ; T.-W. Chang ; Y. Li ; Z. Zhang. Springer, 2018. pp. 125-143 (Lecture Notes in Educational Technology).
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Vogten, H & Koper, R 2018, Towards Big Data in Education: the case at the Open University of the Netherlands. in M Spector, V Kumar, A Essa, Y-M Huang, R Koper, R Tortorella, T-W Chang, Y Li & Z Zhang (eds), Frontiers of Cyberlearning: Emerging Technologies for Teachingand Learning. Lecture Notes in Educational Technology, Springer, pp. 125-143. https://doi.org/10.1007/978-981-13-0650-1_7

Towards Big Data in Education: the case at the Open University of the Netherlands. / Vogten, Hubert; Koper, Rob.

Frontiers of Cyberlearning: Emerging Technologies for Teachingand Learning. ed. / M. Spector; V. Kumar; A. Essa; Y.-M. Huang; R. Koper; R. Tortorella; T.-W. Chang; Y. Li; Z. Zhang. Springer, 2018. p. 125-143 (Lecture Notes in Educational Technology).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

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Vogten H, Koper R. Towards Big Data in Education: the case at the Open University of the Netherlands. In Spector M, Kumar V, Essa A, Huang Y-M, Koper R, Tortorella R, Chang T-W, Li Y, Zhang Z, editors, Frontiers of Cyberlearning: Emerging Technologies for Teachingand Learning. Springer. 2018. p. 125-143. (Lecture Notes in Educational Technology). https://doi.org/10.1007/978-981-13-0650-1_7