Cloud Based Fuzzy Healthcare System

Abstract With the amelioration of sensor automation, big data analytics has become a new paradigm for large scale information processing. Real-time analytics are required for accessing and processing big data expeditiously. Large infected population and high health care costs along with the increased Information and communication technology, led to the development of the health monitoring systems. This paper aims towards the development of a novel cloud based health care system where the Wireless Body Area Networks aggregate the data to the personal server that encompasses STORM, the real-time computation system and the Fuzzy inference system. They are hosted on a private cloud, thereby ensure security and scalability. The stream analytics are performed on the obtained physiological data, where non-critical data are ousted and those critical data are stored and a notification is send to the physician or caregivers. Hence real time analytics along with the cloud assist to improvise the effectiveness of our healthcare system and quality of life through prompt medical assistance.

[1]  Abdulkadir Sengür,et al.  Effective diagnosis of heart disease through neural networks ensembles , 2009, Expert Syst. Appl..

[2]  Anne-Marie Déplanche,et al.  STORM a simulation tool for real-time multiprocessor scheduling evaluation , 2009, 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010).

[3]  Mohamed Adel Serhani,et al.  Novel Cloud and SOA-Based Framework for E-Health Monitoring Using Wireless Biosensors , 2014, IEEE Journal of Biomedical and Health Informatics.

[4]  Rajkumar Buyya,et al.  An autonomic cloud environment for hosting ECG data analysis services , 2012, Future Gener. Comput. Syst..

[5]  Parneet Kaur,et al.  Fuzzy Based Analysis of Proposed Model for Physical Health Standard Based on Association Rule Mining Techniques , 2012 .

[6]  Craig Gentry,et al.  Fully homomorphic encryption using ideal lattices , 2009, STOC '09.

[7]  Jorge Werner,et al.  A Cloud Computing Solution for Patient's Data Collection in Health Care Institutions , 2010, 2010 Second International Conference on eHealth, Telemedicine, and Social Medicine.

[8]  Maruti Limkar,et al.  Real Time Health Monitoring Using GPRS Technology , 2012 .

[9]  Joel J. P. C. Rodrigues,et al.  Real-time query processing optimization for cloud-based wireless body area networks , 2014, Inf. Sci..

[10]  Manisha Barman,et al.  A Fuzzy Rule Base System for the Diagnosis of Heart Disease , 2012 .

[11]  Radha Poovendran,et al.  Minimizing Energy Consumption in Body Sensor Networks via Convex Optimization , 2010, 2010 International Conference on Body Sensor Networks.