Analysis of sensor middleware using big data as a cloud computing utility. (2017)
- Record Type:
- Journal Article
- Title:
- Analysis of sensor middleware using big data as a cloud computing utility. (2017)
- Main Title:
- Analysis of sensor middleware using big data as a cloud computing utility
- Authors:
- Chandrasekaran, Srimathi
Natarajan, Rajesh
Mohan, Subaji - Abstract:
- This paper aims at implementing an efficient sensor middleware for maintaining and managing big data and analysing the efficiency of such a sensor middleware. The work focused on designing of sensor middleware and performance analysis of the sensor middleware. The Hadoop framework, which was used as a sensor middleware, was responsible for maintaining and managing the distributed sensor environment. A prominent monitoring tool such as Zabbix was used to monitor the Hadoop processes and provide alerts for custom trigger events. Performance analysis for the sensor middleware such as Hadoop was done using tools such as collectl and colplot. Performance analysis of Hadoop cluster was performed using an evaluation metric such as total runtime of the job. A brief discussion on the Hadoop tuning tool such as starfish, that makes the Hadoop cluster efficient through configuration changes, is also presented.
- Is Part Of:
- International journal of information and communication technology. Volume 11:Number 1(2017)
- Journal:
- International journal of information and communication technology
- Issue:
- Volume 11:Number 1(2017)
- Issue Display:
- Volume 11, Issue 1 (2017)
- Year:
- 2017
- Volume:
- 11
- Issue:
- 1
- Issue Sort Value:
- 2017-0011-0001-0000
- Page Start:
- 62
- Page End:
- 80
- Publication Date:
- 2017
- Subjects:
- sensor middleware -- Hadoop -- big data -- monitoring -- performance analysis -- tuning
Information technology -- Periodicals
Computer science -- Periodicals
Telecommunication -- Periodicals
004.05 - Journal URLs:
- http://www.inderscience.com/browse/index.php?journalID=193 ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1466-6642
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 8957.xml