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[01/Forth/02]
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[01/Forth/02]

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Questions and Answers

Flow.BI is primarily designed for which type of deployment?

  • Cloud deployment (correct)
  • Hybrid deployment
  • Government deployment
  • On-premise deployment

    • What type of solution is Flow.BI?

  • Data storage solution
  • Big Data solution (correct)
  • Business Intelligence solution
  • Cloud computing solution

    • How many racks are required for high availability of Flow.BI?

  • Two 42U racks
  • Four 42U racks
  • Three 42U racks (correct)
  • One 42U rack

    • Flow.BI is a Big Data solution based on Massively Parallel Processing (MPP)

    <p>True</p> Signup and view all the answers

    Flow.BI is limited to government and military use cases

    <p>False</p> Signup and view all the answers

    Flow.BI is easier to manage for clients who are already in the cloud

    <p>True</p> Signup and view all the answers

    Match the following characteristics of Flow.BI with their descriptions:

    <p>Cloud Availability = Flow.BI is only available in the cloud Deployment Design = Flow.BI's design allows for on-premise deployment Use Cases = Flow.BI is limited to government and military use cases Rack Requirements = Flow.BI requires two 42U racks, three for high availability</p> Signup and view all the answers

    Match the following statements with their correct information about Flow.BI:

    <p>Client Base = Most of Flow.BI's clients are already in the cloud or moving into the cloud Primary Technology = Flow.BI is a Big Data solution based on Massively Parallel Processing (MPP) Ease of Management = Flow.BI is easier to manage for clients who are already in the cloud Deployment Limitation = Flow.BI is limited to government and military use cases</p> Signup and view all the answers

    Match the following features of Flow.BI with their associated details:

    <p>Availability = Flow.BI is only available in the cloud Deployment = Flow.BI's design actually allows on-premise deployment Use Cases = Flow.BI is limited to government, military use cases Hardware Requirement = Flow.BI requires two 42U racks, three for high availability</p> Signup and view all the answers

    Match the following benefits of using MPP systems with their descriptions:

    <p>Scalability = MPP systems can be scaled to meet the needs of any organization Performance = MPP systems can process large volumes of data quickly and efficiently Cost-effectiveness = MPP systems can be more cost-effective than traditional high-performance computing systems</p> Signup and view all the answers

    Match the following applications with their typical usage of MPP systems:

    <p>Data warehousing = MPP systems are typically used for this application to handle large volumes of data quickly and efficiently Analytics = This application requires the ability to process large amounts of data quickly and accurately Machine learning = This application requires the ability to process large amounts of data quickly and accurately</p> Signup and view all the answers

    Match the following types of scaling with their descriptions in MPP systems:

    <p>Horizontal scaling = Adding more nodes to the MPP system Vertical scaling = Adding more resources to each node of the MPP system</p> Signup and view all the answers

    Match the following components of MPP systems with their descriptions:

    <p>Nodes = These are the individual units of a cluster in an MPP system, each containing a processor, memory, and storage High-speed network = This connects the nodes of an MPP system to each other Processor = This is a part of the node in an MPP system responsible for processing data</p> Signup and view all the answers

    Match the following statements about MPP systems with their correctness:

    <p>MPP systems can only be used for data warehousing and analytics = False MPP systems can handle large volumes of data quickly and efficiently = True MPP systems cannot be scaled to meet the needs of any organization = False</p> Signup and view all the answers

    Match the following types of organizations with their likelihood of using MPP systems:

    <p>Government = Less likely to use MPP systems due to data security concerns Large enterprises = More likely to use MPP systems for their data processing needs Startups = Less likely to use MPP systems due to their limited data volumes</p> Signup and view all the answers

    Match the following statements about MPP systems with their correct information:

    <p>MPP systems are typically composed of a single node = False MPP systems can be more expensive than traditional high-performance computing systems = False MPP systems can improve performance by processing data in parallel = True</p> Signup and view all the answers

    Match the following organizations with their potential use cases for MPP systems:

    <p>Scientific research institutions = These organizations may use MPP systems for scientific computing E-commerce companies = These organizations may use MPP systems for analyzing large volumes of customer data Healthcare providers = These organizations may use MPP systems for data analytics and research</p> Signup and view all the answers

    Match the following types of MPP systems with their descriptions:

    <p>Small MPP systems = These have a few nodes Large MPP systems = These can have thousands of nodes</p> Signup and view all the answers

    Match the following types of data with their suitability for MPP systems:

    <p>Small datasets = MPP systems may not be the most cost-effective option for processing these Large datasets = MPP systems are designed to handle these efficiently</p> Signup and view all the answers

    Match the following drawbacks of using MPP systems with their descriptions:

    <p>Complexity = MPP systems can be complex to set up and manage. Cost = MPP systems can be expensive, especially for large systems. Skills = MPP systems require specialized skills to manage and use effectively.</p> Signup and view all the answers

    Match the following examples of MPP systems with their companies:

    <p>Google BigQuery = Google Amazon Redshift = Amazon Teradata Vantage = Teradata Snowflake = Snowflake</p> Signup and view all the answers

    Match the following organizations with their use of MPP systems:

    <p>Financial institutions = Use MPP systems for data processing Retail companies = Use MPP systems for data warehousing Telecommunications companies = Use MPP systems for analytics Government agencies = Use MPP systems for scientific computing</p> Signup and view all the answers

    Match the following benefits of MPP systems with their descriptions:

    <p>Flexibility = MPP systems can be used for a variety of applications, including data warehousing, analytics, machine learning, scientific computing, and more. Performance = MPP systems are a powerful tool for processing large volumes of data quickly and efficiently. Scalability = MPP systems are a good choice for organizations that need to scale their data processing capabilities.</p> Signup and view all the answers

    Match the following terms with their definitions related to MPP systems:

    <p>MPP systems = A type of system designed to process large volumes of data in parallel Data warehousing = The process of collecting, storing, and managing large sets of data for business purposes Analytics = The discovery, interpretation, and communication of meaningful patterns in data Machine learning = A method of data analysis that automates analytical model building</p> Signup and view all the answers

    Match the following MPP systems with their primary usage:

    <p>Greenplum = Data warehousing Netezza = Analytics Amazon Redshift = Machine learning Teradata Vantage = Scientific computing</p> Signup and view all the answers

    Match the following statements with their correct information about MPP systems:

    <p>MPP systems are a good choice for organizations that need to scale their data processing capabilities = Benefit of MPP systems MPP systems can be complex to set up and manage = Drawback of MPP systems MPP systems require specialized skills to manage and use effectively = Drawback of MPP systems MPP systems can be expensive, especially for large systems = Drawback of MPP systems</p> Signup and view all the answers

    Match the following terms with their meanings in the context of MPP systems:

    <p>Powerful tool for processing large volumes of data quickly and efficiently = Performance Type of system designed to process large volumes of data in parallel = MPP system The process of collecting, storing, and managing large sets of data for business purposes = Data warehousing The discovery, interpretation, and communication of meaningful patterns in data = Analytics</p> Signup and view all the answers

    Match the following MPP systems with their companies:

    <p>Google BigQuery = Google Amazon Redshift = Amazon Teradata Vantage = Teradata Snowflake = Snowflake</p> Signup and view all the answers

    Match the following organizations with their use of MPP systems:

    <p>Healthcare organizations = Use MPP systems for data processing Research institutions = Use MPP systems for data warehousing Telecommunications companies = Use MPP systems for analytics Government agencies = Use MPP systems for scientific computing</p> Signup and view all the answers

    Which of the following is NOT a drawback of using MPP systems?

    <p>Flexibility</p> Signup and view all the answers

    Which of the following is a suitable application for MPP systems?

    <p>Scientific computing</p> Signup and view all the answers

    Which of the following is NOT an example of an MPP system?

    <p>Apache Hadoop</p> Signup and view all the answers

    Which type of organizations are likely to use MPP systems?

    <p>Retail companies</p> Signup and view all the answers

    What is one of the benefits of using MPP systems?

    <p>Improved data processing performance</p> Signup and view all the answers

    Which of the following organizations are mentioned as users of MPP systems?

    <p>All of the above</p> Signup and view all the answers

    What is one of the drawbacks of using MPP systems?

    <p>High cost</p> Signup and view all the answers

    What is one of the applications for which MPP systems can be used?

    <p>Social media analytics</p> Signup and view all the answers

    What is one of the drawbacks of using MPP systems?

    <p>Lack of specialized skills</p> Signup and view all the answers

    Which of the following is mentioned as a potential use case for MPP systems?

    <p>Real-time stock market analysis</p> Signup and view all the answers

    Which of the following is a common use case for MPP systems?

    <p>Data warehousing</p> Signup and view all the answers

    What is one of the benefits of using MPP systems?

    <p>Scalability</p> Signup and view all the answers

    Which cloud provider offers an on-premise solution for government clients who cannot move their data and infrastructure into the cloud?

    <p>Amazon Web Services (AWS)</p> Signup and view all the answers

    What type of computer architecture uses multiple processors to process data in parallel?

    <p>Massively parallel processing (MPP)</p> Signup and view all the answers

    How are the nodes in an MPP system connected to each other?

    <p>Using a high-speed network</p> Signup and view all the answers

    What can MPP systems be scaled horizontally by adding?

    <p>More nodes</p> Signup and view all the answers

    What can MPP systems be scaled vertically by adding?

    <p>More resources to each node</p> Signup and view all the answers

    Which of the following is NOT a benefit of using MPP systems?

    <p>Limited data processing</p> Signup and view all the answers

    What type of applications require the ability to process large amounts of data quickly and accurately?

    <p>Data warehousing and analytics applications</p> Signup and view all the answers

    What is the primary usage of MPP systems?

    <p>Scientific computing</p> Signup and view all the answers

    MPP systems are only used for data warehousing and analytics.

    <p>False</p> Signup and view all the answers

    MPP systems can be complex to set up and manage.

    <p>True</p> Signup and view all the answers

    MPP systems are not suitable for large-scale data processing.

    <p>False</p> Signup and view all the answers

    MPP systems require specialized skills to use effectively.

    <p>True</p> Signup and view all the answers

    MPP systems are not a good choice for organizations that need to scale their data processing capabilities.

    <p>False</p> Signup and view all the answers

    Google BigQuery is an example of an MPP system.

    <p>True</p> Signup and view all the answers

    MPP systems are primarily used by financial institutions.

    <p>False</p> Signup and view all the answers

    MPP systems are a powerful tool for processing large volumes of data.

    <p>True</p> Signup and view all the answers

    MPP systems are not used by government agencies.

    <p>False</p> Signup and view all the answers

    Snowflake is not an example of an MPP system.

    <p>False</p> Signup and view all the answers

    True or false: More and more clients are moving their infrastructure to cloud providers that have already done so.

    <p>True</p> Signup and view all the answers

    True or false: Government clients cannot move their data and infrastructure into the cloud due to data security concerns.

    <p>True</p> Signup and view all the answers

    True or false: We will offer an on-premise solution via AWS Outposts for government clients who cannot move to the cloud.

    <p>True</p> Signup and view all the answers

    True or false: MPP systems use multiple processors to process data in parallel.

    <p>True</p> Signup and view all the answers

    True or false: MPP systems are typically used for data warehousing, analytics, and machine learning applications.

    <p>True</p> Signup and view all the answers

    True or false: MPP systems can be scaled horizontally by adding more nodes.

    <p>True</p> Signup and view all the answers

    True or false: One of the benefits of using MPP systems is cost-effectiveness.

    <p>True</p> Signup and view all the answers

    True or false: MPP systems can be more cost-effective than traditional high-performance computing systems.

    <p>True</p> Signup and view all the answers

    True or false: MPP systems can handle large volumes of data quickly and efficiently.

    <p>True</p> Signup and view all the answers

    True or false: MPP systems can be scaled to meet the needs of any organization.

    <p>True</p> Signup and view all the answers

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