People have started using social networking as a place where they can communicate with whomever they wish, irrespective of their residences. It is a must to have a protected, reliable, authenticated, robust and secured framework by taking all the aspects that could encompass the overall functioning of the social network in a superior way. Social networking has to provide security features to build a reliable architectural framework that will form a foundation stone in creating an application, which facilitates the security aspects and ensures the privacy of the application users. The present work intents to create an architectural framework named RAEF (Reliable Application Embedded Framework) supporting the Online Social Network (OSN) application "Frenzie" that could embed a safer authentication scheme in terms of user authentication without password. Additionally, biometric based authentication scheme and an overlay architecture coined as Frenzy Cloud are used to reduce the load and to address the scalability issue.