Cloud computing
Security management
Integrated approach
None of the mentioned above
A. Cloud computing
Heterogeneous
Storage
Network
None of the mentioned above
Data ingestion and data mining
Data warehouse and data storage
Data aggregation and data mining
All of the mentioned above
Intrinsic
Extrinsic
Both A and B
None of the mentioned above
HBase
HDFS
Hive
Mapreduce
Translating voice to text for mobile phone messaging
Investment portfolio development
Weather forecasts
All of the mentioned above
Includes multiple formats and types of data
Includes structured data in the form of financial transactions,
Includes semi-structured data in the form of emails and unstructured data in the form of images
All of the mentioned above
Apache Hadoop
Apache Spark
Apache Kafka
Apache Pytarch
Data can arrive at fast speed
Enormous datasets can accumulate within very short periods of time
Velocity of data translates into the amount of time it takes for the data to be processed
All of the mentioned above
Account data
Historical data
Financial data
None of the mentioned above
Predictive models
Descriptive models
Decision models
All of the mentioned above
Quality or fidelity of data
Large size of the data that cannot be process
Small size of the data that can easily process
All of the mentioned above
Spark
HBase
Hive
Pig
Big Data ingestion pipeline is divided into different layers
Each layer performs a particular function
Both A and B
None of the mentioned above
Analyzes data
Data storage
Data ingestion
None of the mentioned above
$HIVE_HOME/bin/hive
$HIVE/bin/
$HIVE_HOME/hive
All of the mentioned above
Hive
HBase
Analysis and reporting
All of the mentioned above
C#
C
Java
None of the mentioned above
Primary data
Secondary data
Quantitative data
Qualitative data
Primary Index
Secondary Index
Complex Index
None of the mentioned above
Robust and Scalable
Affordable and Cost Effective
Adaptive and Flexible
All of the mentioned above
TYPE-1 Hypervisor
TYPE- 2 Hypervisor
Both A and B
None of the mentioned above
TYPE-1 Hypervisor
TYPE- 2 Hypervisor
Both A and B
None of the mentioned above
Show functions
Describe function
Both A and B
None of the mentioned above
Reducer
Mapper
File system
All of these
Query
Statement
Function
None of the mentioned above
High availability through built-in replication and failover
Management tooling for automation, monitoring, and backup
Fully elastic database as a service with built-in best practices
All of the mentioned above
Cost Reduction
Time Reductions
Smarter Business Decisions
All of the mentioned above
Default location of Hadoop configuration is in $HADOOP /conf/ HOME
If $HADOOP HOME is specified, Sqoop will utilise the default installation location
default location of Hadoop configuration is in $HADOOP HOME/conf/
Sqoop command-line tool serves as a wrapper for the bin/hadoop script that is included with Hadoop as a base.
Mapreduce
Spark
Hive
All of the mentioned above
Processing of data
User friendly representation
Both A and B
None of the mentioned above