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IBM P2090-038 Exam Syllabus Topics:

SectionObjectives
Topic 1: Security and Performance- Performance tuning
  • 1. Cluster optimization techniques
    • 2. Resource management and workload balancing
      - Security management
      • 1. Data security considerations in Hadoop environment
        • 2. Authentication and authorization in BigInsights
          Topic 2: Data Processing and Analytics- Analytics tools
          • 1. Big SQL usage and optimization
            • 2. Text analytics and BigInsights tools
              - Data ingestion and processing
              • 1. Data loading mechanisms
                • 2. Batch vs streaming processing concepts
                  Topic 3: Big Data and Hadoop Fundamentals- BigInsights platform overview
                  • 1. Core components of IBM InfoSphere BigInsights
                    • 2. Cluster architecture and deployment model
                      - Hadoop ecosystem concepts
                      • 1. HDFS architecture and components
                        • 2. MapReduce processing model
                          Topic 4: Installation and Configuration- System setup
                          • 1. Installation prerequisites and environment setup
                            • 2. Cluster node configuration
                              - Administration tools
                              • 1. Service monitoring and maintenance
                                • 2. BigInsights management console usage

                                  IBM InfoSphere BigInsights Technical Mastery Test v2 Sample Questions:

                                  1. What is the InfoSphere BigInsights Credential Store?

                                  A) The InfoSphere BigInsights credentials store is a designated folder in the local file system (not HDFS) that stores the authorities and privileges for all users in the BigInsights environment.
                                  B) The InfoSphere BigInsights credentials store is a designated file defined by an environment variable that stores the authorities and privileges for all users in the BigInsights environment.
                                  C) The InfoSphere BigInsights credentials store is a table stored in the HBase relational database that stores passwords, tokens, and other potentially sensitive information.
                                  D) The InfoSphere BigInsights credentials store is a designated folder on the distributed file system (DFS) that stores passwords, tokens, and other potentially sensitive information.


                                  2. Which of the following options is CORRECT in regards of Text Analytics component?

                                  A) The Text Analytics component is a programming model for processing large data sets, and the name of an implementation of the model by Google. Text Analytics is typically used to do distributed computing on clusters of computers.
                                  B) The Text Analytics component extracts information from unstructured and semi-structured data. By using its components, enterprises can analyze large volumes of text and produce annotated documents that provide valuable insights into unconventionally stored data.
                                  C) Jaql is the language for developing text analytics extractors in the InfoSphere BigInsights Text Analytics system. A Jaql extractor is a program written in Jaql that extracts structured information from unstructured or semi-structured text.
                                  D) The Text Analytics component only extracts information from structured data stored in a relational database.


                                  3. Which of the following options is NOT CORRECT?

                                  A) 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.
                                  B) Big data solutions are ideal for iterative and exploratory analysis when business measures on data are not predetermined.
                                  C) Big data solutions are ideal for Online Transaction Processing (OLTP) environments.
                                  D) Big data solutions are ideal for analyzing not only raw structured data, but semi structured and unstructured data from a wide variety ofsources.


                                  4. What is the difference between Hadoop MapReduce and IBM Adaptive MapReduce feature available in InfoSphere BigInsights?

                                  A) Hadoop MapReduce is optimized for operating on small files or splits, while IBM Adaptive MapReduce is optimized for operating on large files stored in individual blocks.
                                  B) Hadoop Map Reduce is optimized for operating on small files or splits, while IBM Adaptive MapReduce is optimized for operating on largepartitioned files.
                                  C) Hadoop MapReduce is optimized for operating on large files, while IBM Adaptive MapReduce is configurable to operate optimized on large or small files or splits
                                  D) Hadoop MapReduce is optimized for operating on small partitioned tables stored in the HBase component, while IBM? Adaptive MapReduceis optimized for operating on large partitioned files.


                                  Solutions:

                                  Question # 1
                                  Answer: D
                                  Question # 2
                                  Answer: B
                                  Question # 3
                                  Answer: C
                                  Question # 4
                                  Answer: C

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