Secure sharing of patient health records in Jelastic cloud provides the more benefits to the data owners and end users. We know that building a specialized data center's is very difficult task and maintenance cost also very high. Sharing the PHR Application in the third party server raises the security and privacy risks. In this paper we introduce ABE highly secure encryption algorithm for providing the security and good privacy policies to the PHR information, which is stored in the cloud server. Not only this, for providing the Scalability, Load balancing and for easy maintenance to the application, we are deploying the Personal health record's application into Jelastic cloud by the use of Servint server. Nginx is the Load balancer to provide the load balance to our PHR application. Jelastic cloud is successfully providing the both Horizontal and Vertical Scaling to our PHR Application. © 2017 IEEE.