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| Section | Objectives |
|---|---|
| Development and Programming | - Integration with external systems - Scripting and automation in Hadoop environment - Developing applications using BigInsights tools |
| Data Processing and Analytics | - Analytical tool usage and reporting - Data ingestion and processing workflows - Big SQL and query processing |
| IBM BigInsights Overview | - BigInsights architecture and ecosystem - Hadoop ecosystem integration concepts - Core components and services |
| Cluster Installation and Configuration | - Cluster setup and configuration steps - System tuning and optimization - Installation planning and prerequisites |
| Administration and Maintenance | - Monitoring and performance management - Troubleshooting and issue resolution - Security and access control |
Question 1
What is Big SQL?
A. Big SQL is a feature in Streams that allows for real time analysis of data via standard SQL syntax.
B. Big SQL is a feature in BigInsights that allows for native SQL query access for Hadoop, providing full ANSI SQL 92 compliance and standardSQL syntax such as joins, for data contained in a variety of formats such as structured Hive tables, Hbase tables, or csv and other delimitedfiles in HDFS.
C. Big SQL is a feature in Data Explorer that allows for indexing of data from SQL sources such as data warehouses.
D. Big SQL is a feature in BigInsights that provides a SQL like interface to data contained in Hbase tables only. Other data sources in HDFS mustbe accessed via other means such as HiveQL.
Question 2
How do big data solutions interact with the existing enterprise infrastructure?
A. Big data solutions must substitute the existing enterprise infrastructure; therefore there is no interaction between them.
B. Big data solutions works in parallel and together with the existing enterprise infrastructure, where pre-existing connectors are used to integrate big data technologies together with other enterprise solutions.
C. Big data solutions must be isolated into a separate virtualized environment optimized for sequential workloads, so that it does not interact with existing infrastructure.
D. Big data solutions are only plug-ins and additions to existing data warehouses, and therefore cannot work with any other enterprise infrastructure.
Question 3
Which of the following options is NOT CORRECT?
A. Big data solutions are ideal for Online Transaction Processing (OLTP) environments.
B. Big data solutions are ideal when all, or most, of the data needs to be analyzed versus a sample of the data; or a sampling of data isn nearlyBig data solutions are ideal when all, or most, of the data needs to be analyzed versus a sample of the data; or a sampling of data isn? nearlyas effective as a larger set of data from which to derive analysis.
C. Big data solutions are ideal for analyzing not only raw structured data, but semi structured and unstructured data from a wide variety ofsources.
D. Big data solutions are ideal for iterative and exploratory analysis when business measures on data are not predetermined.
Question 4
What is a major difference between HDFS and GPFS-FPO?
A. Unlike HDFS, GPFS-FPO is a kernel level, POSIX compliant file system that allows for standard applications to also use the storage area marked for Hadoop use. Like HDFS, GPFSFPO also has an issue with the meta data name node service which may be a single point of failure.
B. Unlike HDFS, GPFS-FPO is a kernel level, POSIX compliant, and highly available file system that allows for standard applications to also use the storage area marked for Hadoop use.
C. There is no difference, as GPFS-FPO is the new open source standard version for the Hadoop file system.
D. There is no difference, GPFS-FPO is just IBM version of HDFS in BigInsights.
Solutions:
| Question 1 Answer: B | Question 2 Answer: B | Question 3 Answer: A | Question 4 Answer: B |
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