Open AccessImplementation of cost effective hierarchical Hadoop cluster–a case study for education
Author(s) -
Niranjan Chakravarthy,
N. Sudhakar,
E. Sreenivasa Reddy
Publication year - 2018
Publication title -
international journal of engineering and technology
Language(s) - English
Resource type - Journals
ISSN - 2227-524X
DOI - 10.14419/ijet.v7i2.21.12174
Subject(s) - computer science , scalability , information and communications technology , variety (cybernetics) , multimedia , software , resource (disambiguation) , process (computing) , desk , big data , world wide web , government (linguistics) , architecture , knowledge management , data science , database , computer network , operating system , artificial intelligence , art , visual arts , linguistics , philosophy
To equip the younger generation of the province with computing skills and provide them access to a wide variety of modern educational resources such as multimedia based on educational content in government schools and colleges to set a strong foundation at an early stage of their education. Educational Media help to empower educational institutions by altering the way of using Information Communication Technology (ICT). To put this into practice, several challenges need to be addressed. It requires a scalable technological architecture and algorithms to form a cluster in which effective resource sharing like CPU, Memory among multiple nodes, tools to monitor, assess and evaluate data under hierarchical Hadoop cluster is needed. By analyzing text, audios, videos information, Periodic reports will be generated to assist the students, teachers and Government. In this case, a software framework is required to process big data stored in hierarchical nodes. As the architecture of Hadoop, an open source software framework doesn't support processing the data stored in hierarchical nodes. This case study proposes the Hierarchical Hadoop cluster to alter the way of using ICT. The proposed work helps in monitoring, reporting the usage of ICT and also acts a help desk to address the issues of the educational institutions. This establishes a novel communication media by generating reports on text, audio, video information based on analysis.