CPSC 440 Q&A 7

Descriptive Analytics

Allowing users to dive deeper into the view of data with online analytical processing (OLAP) is an important part of:

Veracity and Value

Although volume, variety, and velocity are considered the initial three v dimensions, two additional Vs of big data were added and include:

Neo4j

An organization that requires a graph database that is highly scalable would select the ________ database management system.

Norm

An organization using HDFS realizes that hardware failure is a(n):

Wide-column

Apache Cassandra is a leading producer of ________ NoSQL database management systems.

Predictive Analytics

Application of statistical and computational methods to predict data events is:

True

Big data databases tend to sacrifice consistency for availability. (T/F)

True

Data in HDFS files cannot be updated. (T/F)

Descriptive, Predictive, Prescriptive

What are the three main types of analytics?

True

YARN, also called MapReduce 2.0, is like a traffic cop that controls the allocation of resources in a system. (T/F)

Pig

________ is an important scripting language to help reduce the complexity of MapReduce.

False

Hadoop is considered a relational database management system. (T/F)

True

Hive creates MapReduce jobs and executes them on a Hadoop Cluster. (T/F)

Apache

Hive is a(n) ________ data warehouse software.

Large number of slaves

It is true that in an HDFS cluster the DataNodes are the:

Single Master Server.

It is true that in an HDFS cluster the NameNode is the:

True

JSON is commonly used in conjunction with the 'document store' NoSQL database model. (T/F)

True

MapReduce is an algorithm for massive parallel processing utilized by Hadoop. (T/F)

Flexibility

NoSQL focuses on:

Sharding

NoSQL systems enable automated ________ to allow distribution of the data among multiple nodes to allow servers to operate independently on the data located on it.

Wide-column Store

The NoSQL model that incorporates 'column families' is called a: