The Architectural Design of Healthcare Service with Big-Data Storing Mechanism
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2014, Vol 16, Issue 5
Abstract
Abstract: Healthcare is the diagnosis, treatment, and prevention of disease, illness, injury, and other physical and mental impairments in human beings. Healthcare is delivered by practitioners in allied health, dentistry, midwifery-obstetrics, medicine, nursing, optometry, pharmacy, psychology and other care providers. In healthcare service to provide better performance to identify some diseases like blood pressure, skin cancer, diabetes etc. with the sensor devices those are connected with home server by using wireless sensor or wired network policies. The size of data sets being collected and analyzed in the industry for healthcare business intelligence is growing rapidly. In healthcare service case we have to concern about massive data services. To store and process huge amount of unstructured data by using traditional database system is so difficult. To alleviate this drawback we can use Hadoop architecture that has functionality to store and process huge amount of unstructured data. Hadoop Distributed file system (HDFS) can store and the Hadoop MapReduce framework process huge amount of unstructured data that enables easy development of scalable parallel applications. This paper’s main motivation is to ensure better data transmission, data reliability and massive data processing with High Availability (HA) based network storage solution. So, in this paper we proposed MapReduce Agent (MRA) to process Big-Data and also proposed iSCSI Protocol adapted Network Attached Storage (NAS) system for healthcare service.
Authors and Affiliations
Md. Salahuddin , Shaikh Muhammad Allayear , Sung Soon Park
Keywords
Related Articles
- EP ID EP152803
- DOI -
- Views 99
- Downloads 0
A New Approach for Improving Performance of Intrusion Detection System over MANET
A Mobile Ad-hoc Network (MANET) is one of the busy and public networks; Because of this the network suffers from the problems of different kind of attacks. In such attacks some malicious nodes are present that fa...
A Novel Approach for Workload Optimization and ImprovingSecurity in Cloud Computing Environments
Abstract: This paper discusses a propose cloud infrastructure that combines On-Demand allocation ofresources with improved utilization, opportunistic provisioning of cycles from idle cloud nodes to otherprocesses.B...
Review on Comment Volume Prediction
Abstract: In this paper we present the concept of social media and its various functional building blocks. Social media has become an ubiquitous part of social networking and content sharing. Social media make use of mob...
Enhanced Data Sharing over Mobile Ad Hoc Network Based on non-Selfish Exposure
A Mobile ad hoc network is a peer-to-peer multihop wireless network. MANETs are key to nomadic computing. Mobile units can set up spontaneous local networks and can remove the need for fixed network infrastructure, eithe...
Channel Fading Detection in Manets with Hand off Strategy
In wireless mobile ad hoc networks (MANETs), packet transmission is impaired by radio link fluctuations. This paper proposes a novel channel adaptive routing protocol which extends the Ad hoc OnDemand Multipath D...