• Jayshree
• Prof.Harsha R. Vyawahare

Structured data, typically, is predefined data. Semi-structured and unstructured data are not predefined data that includes documents, emails, social media posts, images, videos, etc. Digital world is growing very fast and become more complex in the volume (terabyte to petabyte), variety (structured and un-structured and hybrid), velocity (high speed in growth) in nature. A vast amount of research work has been done in the multimedia area, targeting different aspects of big data analytics, such as the capture, storage, indexing, mining, and retrieval of multimedia big data. It also aims to bridge the gap between multimedia challenges and big data solutions by providing the current big data frameworks, their applications in multimedia analyses, the strengths and limitations of the existing methods, and the potential future directions in multimedia big data analytics. In this paper discuss two approaches to data integration between relational and Oracle databases: native and hybrid solutions explained on the example of integration transactional data from Oracle databases with data stored in MongoDB.

Structured data, typically, is predefined data. Semi-structured and unstructured data are not predefined data that includes documents, emails, social media posts, images, videos, etc. Digital world is growing very fast and become more complex in the volume (terabyte to petabyte), variety (structured and un-structured and hybrid), velocity (high speed in growth) in nature. A vast amount of research work has been done in the multimedia area, targeting different aspects of big data analytics, such as the capture, storage, indexing, mining, and retrieval of multimedia big data. It also aims to bridge the gap between multimedia challenges and big data solutions by providing the current big data frameworks, their applications in multimedia analyses, the strengths and limitations of the existing methods, and the potential future directions in multimedia big data analytics. In this paper discuss two approaches to data integration between relational and Oracle databases: native and hybrid solutions explained on the example of integration transactional data from Oracle databases with data stored in MongoDB.

"HYBRID APPROACH FOR MULTIMEDIA INFORMATION RETRIEVAL USING BIG DATA ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.639-644, June 2019, Available :http://www.jetir.org/papers/JETIR1907V97.pdf

"HYBRID APPROACH FOR MULTIMEDIA INFORMATION RETRIEVAL USING BIG DATA ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp639-644, June 2019, Available at : http://www.jetir.org/papers/JETIR1907V97.pdf