A visual programming framework for distributed Internet of Things centric complex event processing. (March 2019)
- Record Type:
- Journal Article
- Title:
- A visual programming framework for distributed Internet of Things centric complex event processing. (March 2019)
- Main Title:
- A visual programming framework for distributed Internet of Things centric complex event processing
- Authors:
- Gökalp, Mert Onuralp
Koçyiğit, Altan
Eren, P. Erhan - Abstract:
- Abstract: Complex Event Processing (CEP) is a promising approach for real-time processing of big-data streams originating from Internet of Things (IoT) devices. Even though scalability and flexibility are key issues for IoT applications, current studies are mostly based on centralized solutions and restrictive query languages. Moreover, development, deployment and operation of big-data applications require significant amount of technical expertise. Hence, a framework that provides a higher abstraction level programming model and a streamlined execution environment is essential to facilitate widespread user adoption. In this paper, we propose a data-flow based visual programming model that enables development of big-data applications in IoT domain even by users who have limited or no experience in big-data technologies. A scalable CEP engine is also devised to execute the applications developed using this language. A prototype is implemented by using the state-of-the-art big-data and real-time stream processing technologies to evaluate the applicability and usability of the framework.
- Is Part Of:
- Computers & electrical engineering. Volume 74(2019)
- Journal:
- Computers & electrical engineering
- Issue:
- Volume 74(2019)
- Issue Display:
- Volume 74, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 74
- Issue:
- 2019
- Issue Sort Value:
- 2019-0074-2019-0000
- Page Start:
- 581
- Page End:
- 604
- Publication Date:
- 2019-03
- Subjects:
- Complex event processing -- Big data -- Internet of things -- Visual programming -- Stream processing -- Distributed processing
Computer engineering -- Periodicals
Electrical engineering -- Periodicals
Electrical engineering -- Data processing -- Periodicals
Ordinateurs -- Conception et construction -- Périodiques
Électrotechnique -- Périodiques
Électrotechnique -- Informatique -- Périodiques
Computer engineering
Electrical engineering
Electrical engineering -- Data processing
Periodicals
Electronic journals
621.302854 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00457906/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compeleceng.2018.02.007 ↗
- Languages:
- English
- ISSNs:
- 0045-7906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.680000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 9623.xml