DocumentCode
2248037
Title
Big Data service engine (BISE): Integration of Big Data technologies for human centric wellness data
Author
Idris, Muhammad ; Hussain, Shujaat ; Ahmad, Mahmood ; Sungyoung Lee
Author_Institution
Dept. of Comput. Eng., Kyung Hee Univ., Yongin, South Korea
fYear
2015
fDate
9-11 Feb. 2015
Firstpage
244
Lastpage
248
Abstract
The advancement in new technologies and their data generation at substantial rate gave birth to the Big Data and requires a robust platform to capture, retrieve, store, and process it. Data generated by Human centric services and applications such as sensors, healthcare applications, social networks, and smart-phones need to be collected and processed to provide in-depth knowledge. In this paper, we propose Hadoop Distributed File System (HDFS) as convergence platform where all these multi-structured data is stored and use Hadoop No-SQL solutions to build warehouse for applications real time access to the data. We manage users clinical, personalized, and feedback data to provide clinical, physical, social, and mental health monitoring platform. We implement a Big Data service engine which provides storage services to health monitoring systems and analytics services to visualize and monitor clinical information, physical activities and emotions performed by the users. Our prototype system successfully integrates various technology platforms and provide centralized health monitoring system.
Keywords
Big Data; convergence; data handling; health care; medical information systems; parallel processing; BISE; HDFS; Hadoop No-SQL solutions; Hadoop distributed file system; big data service engine; big data technologies; centralized health monitoring system; clinical information monitoring; clinical information visualization; data capture; data generation; data processing; data retrieval; data storage; feedback data; human centric services; human centric wellness data; mental health monitoring platform; personalized data; physical activities; physical monitoring platform; social health monitoring platform; Big data; Data visualization; Emotion recognition; Engines; Medical services; Monitoring; Sensors; BigData; Cloud; Hadoop; Healthcare; MapReduce;
fLanguage
English
Publisher
ieee
Conference_Titel
Big Data and Smart Computing (BigComp), 2015 International Conference on
Conference_Location
Jeju
Type
conf
DOI
10.1109/35021BIGCOMP.2015.7072838
Filename
7072838
Link To Document