Engineering BE Information Technology Sem 5 December 2022 2022 Advance Data Technologies Question Paper - Mumbai University | munotes
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2022 - Advanced Data Structure And Analysis
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Questions asked in this paper
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Q2 Attempt any Three from out of remaining Five questions
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Q4 Figures at right indicates full marks Differentiate between data warehouse and data mart. 5 Explain data transformation with example Explain Nested loop join algorithm. 5 d Explain CAP theorem. Compare and contrast ACID and BASE. 5 a Explain Discretionary Access Control, Mandatory Access Control and Role- 10 Based Access Control in brief b Explain Significance of each step in ETL Process, also explain types of data extraction with examples
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Q3 Explain Sort-Merge Join and HASH Join with required number of block transfer and seek cost b Compare NOSQL data architectural patterns with examples 10 a What is general purpose of data warehouse architecture? Explain in detail data 10 warehouse architecture and draw star schema for hospital management system b What is big data? Explain in detail types and characteristics of big data. 10 10 marks
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Q5 a Consider a data warehouse storing sales details of various products sold at different stores, and the time of the sales. For this example analyze the following OLAP operations 1)slice 2)dice 3)rollup 4)drill down 5)pivot b Explain Primary Horizontal, Derived Horizontal and Vertical Fragmentation 49 with example. Comment on Completeness, Reconstruction and Disjointness 10 marks
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Q6 Write Short Note on: a Snowflake schema with example 10 b Temporal and Spatial Databases 10 F701C2E2C5BE928BFEF5A43EA75C4B72
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