Syllabus Hadoop and Big Data,old Question papers, Answers, important Question HADOOP AND BIG DATA R13 Regulation B.Tech JNTUK-kakinada Syllabus download
Syllabus ,Hadoop and Big Data,old Question papers, Answers, important Question HADOOP AND BIG DATA, R13 Regulation, B.Tech , JNTUK,Syllabus, download,
Hadoop and Big Data Syllabus R13 Regulation unit wise
Unit-I
Data structures in Java:
- Linked List
- Stacks
- Queues
- Sets
- Maps
Generics:
- Generic classes and Type parameters
- Implementing Generic Types
- Generic Methods
- Wrapper Classes
- Concept of Serialization
Unit-II
Working with Big Data:
- Google File System
- Hadoop Distributed File System (HDFS) – Building blocks of Hadoop(Namenode, Datanode, Secondary Namenode, JobTracker, TaskTracker)
- Introducing and Configuring Hadoop cluster (Local,Pseudo-distributed mode,Fully Distributed mode)
- Configuring XML files
Unit-III
Writing MapReduce Programs:
- A Weather Dataset
- Understanding Hadoop API for MapReduce Framework (Old and New)
Basic programs of Hadoop MapReduce:
- Driver code
- Mapper Code
- Reducer Code
- Combiner
- Partitioner
Unit-IV
Hadoop I/O:
- The Writable Interface
- WritableComparable and comparators
Writable Classes:
- Writable wrappers for Java primitives
- Text
- BytesWritable
- NullWritable
- ObjectWritable and GenericWritable
- Writable collections
Implementing a Custom Writable:
- Implementing a RawComparator for speed
- Custom comparators
Unit-V
Pig:
- Hadoop Programming Made Easier Admiring the Pig Architecture
- Going with the Pig Latin Application Flow
- Working through the ABCs of Pig Latin
- Evaluating Local and Distributed Modes of Running Pig Scripts
- Checking out the Pig Script Interfaces
- Scripting with Pig Latin
Unit-VI
Applying Structure to Hadoop Data with Hive:
- Saying Hello to Hive
- Seeing How the Hive is Put Together
- Examining the Hive Clients
- Working with Hive Data Types
- Creating and Managing Databases and Tables
- Seeing How the Hive Data Manipulation Language Works,
- Querying and Analyzing Data
Reference Books
- Big Java 4th Edition, Cay Horstmann, Wiley John Wiley & Sons, INC
- Hadoop: The Definitive Guide by Tom White, 3rd Edition, O’reilly Hadoop in Action by Chuck Lam, MANNING Publ.
- Hadoop for Dummies by Dirk deRoos, Paul C.Zikopoulos, Roman B.Melnyk,Bruce Brown, Rafael Coss
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