Andhra Pradesh State Council of Higher Education B.Sc. Computer Science/Information Technology (IT) Syllabus CBCS w.e.f.2015-2016 (Modified in April 2016) Structure of Computer Science/Information Technology (IT) Syllabus UNIT-IV HADOOP ECOSYSTEM AND YARN :Hadoop ecosystem components - Schedulers - Fair and Capacity, Hadoop 2.0 New Features- NameNode High Availability, HDFS Federation, MRv2, YARN, Running MRv1 in YARN. UNIT-V HIVE AND HIVEQL, Architecture and Installation, Comparison with Traditional Database, HiveQL - Querying Data - Sorting And Aggregating, Map Reduce Scripts, Joins & Subqueries, HBase concepts- Advanced Usage, Schema Design, Advance Indexing - PIG, Zookeeper - how it helps in monitoring a cluster, HBase uses Zookeeper and how to Build Applications with Zookeeper. Reference Boris lublinsky, Kevin t. Smith, Alexey Yakubovich, Hadoop “Professional Solutions”, Wiley, ISBN: 9788126551071, 2015. Chris Eaton, Dirk deroos et al. , Big data McGraw Hill, 2012. “Understanding ”, Tom White, The definitive Guide” , O Reilly 2012. “HADOOP: Vignesh Prajapati, Data Analytics with R and Haoop”, Packet Publishing 2013. “Big Tom Plunkett, Macdonald et al, Big Data Handbook”, Oracle Press, “Oracle 2014. Jy Liebowitz, Data and Business analytics”,CRC press, 2013. “Big Student Activity: Collect real time data and justify how it has become Big Data Reduce the dimensionality of a big data using your own map reducer Page 35 of 50
Andhra Pradesh State Council of Higher Education B.Sc. Computer Science/Information Technology (IT) Syllabus CBCS w.e.f.2015-2016 (Modified in April 2016) Structure of Computer Science/Information Technology (IT) Syllabus UNIT-IV HADOOP ECOSYSTEM AND YARN :Hadoop ecosystem components - Schedulers - Fair and Capacity, Hadoop 2.0 New Features- NameNode High Availability, HDFS Federation, MRv2, YARN, Running MRv1 in YARN. UNIT-V HIVE AND HIVEQL, Architecture and Installation, Comparison with Traditional Database, HiveQL - Querying Data - Sorting And Aggregating, Map Reduce Scripts, Joins & Subqueries, HBase concepts- Advanced Usage, Schema Design, Advance Indexing - PIG, Zookeeper - how it helps in monitoring a cluster, HBase uses Zookeeper and how to Build Applications with Zookeeper. Reference Boris lublinsky, Kevin t. Smith, Alexey Yakubovich, “Professional Hadoop Solutions”, Wiley, ISBN: 9788126551071, 2015. Chris Eaton, Dirk deroos et al. , “Understanding Big data ”, McGraw Hill, 2012. Tom White, “HADOOP: The definitive Guide” , O Reilly 2012. Vignesh Prajapati, “Big Data Analytics with R and Haoop”, Packet Publishing 2013. Tom Plunkett, Macdonald et al, “Oracle Big Data Handbook”, Oracle Press, 2014. Jy Liebowitz, “Big Data and Business analytics”,CRC press, 2013. Student Activity: Collect real time data and justify how it has become Big Data Reduce the dimensionality of a big data using your own map reducer Page 35 of 50
BSc_Comp_SCi_IT_syllabus_final.docx