Question
How does metadata contribute to effective data
management in large-scale data systems?Solution
Metadata plays a pivotal role in data management by offering detailed descriptions of data assets, allowing for seamless organization and retrieval. For example, in a library management system, metadata for books (title, author, genre, ISBN) allows users to search for and access specific resources efficiently. Similarly, in large-scale data systems, metadata aids in indexing and categorizing vast datasets, ensuring they are accessible and well-organized. Tools like database schemas, file attributes, and XML tags leverage metadata for improved data governance, making it a cornerstone of any robust data infrastructure. Why Other Options Are Incorrect: • A: Metadata describes data; it does not store raw data itself. • C: Metadata complements visualization tools; it cannot replace them. • D: Metadata supports analysis by organizing data but does not directly analyze trends. • E: Metadata describes primary data; it does not replace or substitute it in analytics.
Under AI Pragya, how many youth are to be trained in AI, ML, and data technologies?
Where did Buddha deliver his first sermon?
In December 2021, who has been appointed the brand ambassador of Uttarakhand?
SoftBank has sold 2 percent of its shares in One97 Communications, the parent firm of Paytm.After the latest sale, SoftBank’s stake in the company is ...
What does the 'Sangam: Digital Twin' initiative by the Department of Telecommunications (DoT) aim to achieve?
What is a key objective of the India-Chile Comprehensive Economic Partnership Agreement (CEPA)?
Which Indian leader died due to injuries sustained during the Anti-Simon Commission protests of 1928?
Who will chair the RBI’s 10-member ’Expert Committee on Benchmarking of its Statistics'?
Where was the 40th National Youth Basketball Championships held?
Italy won its third consecutive Davis Cup title in 2025 by defeating which country in the final?