Write following: 1. Data Node. 2. Cluster 3. Big Table 4. HBase 5. Task Tracker 6. HFDS 7. Constant Hashing
[7 marks]Do as directed: 1. State the phases of Big Data Analytics life cycle. 2. Write any three differences between traditional BI and Big Data BI.
[4 marks]What is Big Data? List and explain characteristics of big data with example.
[7 marks]1. Differentiate between
[6 marks]RDBMS and HADOOP (ii)Parallel data processing and distributed data processing 2. Define NoSQL. 01
[ marks]Describe the Speed, Consistency and Volume (SCV). why only two out of the three SCV properties are simultaneously supportable.
[7 marks]Discuss A/B Testing, Correlation and Regression using suitable example.
[7 marks]What is Business Architecture? Explain how Big Data is related to it at various levels of the organization.
[7 marks]State and explain the types of data analysis in brief.
[7 marks]What is MongoDB? Explain how MongoDB achieves horizontal scaling
[7 marks]Explain CAP and BASE theorem in detail
[7 marks]What is MapReduce? Write a Mapper and Reducer function for word count
[7 marks]Explain HBase architecture in detail.
[7 marks]Explain how to access data from MongoDB, Hbase and Redis databases
[7 marks]Explain mongoimport, mongoexport and mongodump utility.
[7 marks]Explain any 7 commands of Hbase with example
[7 marks]Illustrate Classification and Clustering techniques
[7 marks]How Sharding and Replication can be combined benefit fault tolerance, availability and scalability?
[7 marks]