Business Intelligence: Data Fabric
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Questions and Answers

What is the primary purpose of a data fabric?

  • To implement a data governance framework for compliance
  • To manage and integrate data for real-time analytics
  • To provide a single, unified view of data across an organization (correct)
  • To create a centralized data repository for all applications

What is a key benefit of using a data fabric?

  • Faster data processing and analysis
  • Reduced data storage costs
  • Frictionless access and data sharing in a distributed data environment (correct)
  • Improved data security and compliance

What is a common challenge that a data fabric can help overcome?

  • Insufficient data analytics and visualization tools
  • Inadequate data storage and processing power
  • Data silos and lack of access to data (correct)
  • Inadequate data governance and compliance policies

How does a data fabric enable data access?

<p>By providing a unified, consistent user experience (A)</p> Signup and view all the answers

What is a data fabric designed to help organizations with?

<p>Solving complex data problems and use cases (B)</p> Signup and view all the answers

What is a key characteristic of a data fabric?

<p>It provides a unified, consistent user experience (B)</p> Signup and view all the answers

What is a data fabric often visualized as?

<p>A cloth, spread across the world, wherever the organization's users are (D)</p> Signup and view all the answers

What is a key advantage of a data fabric in terms of data accessibility?

<p>Data is accessible from anywhere in real-time (C)</p> Signup and view all the answers

What is one way organizations achieve data quality rules?

<p>By drafting data quality rules (C)</p> Signup and view all the answers

What is the primary goal of data management?

<p>To unify and harness data for better access, trust, and control (B)</p> Signup and view all the answers

What type of data does metadata provide context for?

<p>Master data and more (C)</p> Signup and view all the answers

What is the purpose of metadata management?

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

What is a data catalog?

<p>An inventory of a company's data assets (A)</p> Signup and view all the answers

What is a benefit of using metadata management?

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

What is critical to a business's success?

<p>Harnessing data effectively (D)</p> Signup and view all the answers

What enables consistent accessibility and delivery of data?

<p>Data management (A)</p> Signup and view all the answers

What is the primary benefit of data virtualization?

<p>Breakthrough speed and cost-effectiveness (B)</p> Signup and view all the answers

What is the primary responsibility of a Data Steward?

<p>Maintaining data control in data governance (B)</p> Signup and view all the answers

What is the primary difference between Data Architects and Data Engineers?

<p>Data architects design data frameworks, while data engineers build and maintain them (A)</p> Signup and view all the answers

What type of data sources can be accessed using data virtualization?

<p>Traditional databases, big data sources, cloud systems, and IoT systems (D)</p> Signup and view all the answers

What is the primary goal of data virtualization?

<p>To enable users to access, combine, transform, and deliver datasets with breakthrough speed and cost-effectiveness (C)</p> Signup and view all the answers

What is the role of data engineers in enterprise data activities?

<p>To provide the supporting framework for enterprise data activities (B)</p> Signup and view all the answers

What is the significance of data stewardship in data management?

<p>It is required for data management to succeed (C)</p> Signup and view all the answers

What is the primary challenge that traditional data integration is facing?

<p>Integrating, processing, and transforming data with other sources (A)</p> Signup and view all the answers

What is the ultimate goal of data integration?

<p>To provide users with a unified view of data from disparate sources (C)</p> Signup and view all the answers

What is a benefit of data integration for companies?

<p>Increased operational efficiency by reducing the need to manually transform and combine data sets (A)</p> Signup and view all the answers

What is a result of doing data integration right?

<p>Reducing IT costs, free-up resources, improving data quality, and fostering innovation (C)</p> Signup and view all the answers

Why is data integration important for organizations?

<p>To gain a competitive edge and harness the power of cloud computing (D)</p> Signup and view all the answers

What is the concept of data integration?

<p>To make data more freely available and easier to consume and process (B)</p> Signup and view all the answers

What is a benefit of automated data transformations in data integration?

<p>Better data quality through automated data transformations that apply business rules to data (D)</p> Signup and view all the answers

What is the current state of data integration for IT organizations?

<p>The payoff for doing so has never been as great as it is right now (B)</p> Signup and view all the answers

What problem do data silos create in an organization?

<p>Expensive and time-consuming problems (B)</p> Signup and view all the answers

What is a key characteristic of a data fabric?

<p>Modern, distributed data architecture (A)</p> Signup and view all the answers

What is a major concern addressed by a data fabric?

<p>Highly-distributed, difficult-to-access, poorly-integrated business data (B)</p> Signup and view all the answers

What is a benefit of removing data silos from an organization?

<p>Reduced data storage costs (C)</p> Signup and view all the answers

What is a data fabric designed to address?

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

What is a major advantage of implementing a data fabric?

<p>Faster time-to-value realization (A)</p> Signup and view all the answers

What is a key benefit of using a data fabric?

<p>Empowering people with trusted data (D)</p> Signup and view all the answers

What is not a feature of a data fabric?

<p>A single product or specific platform (B)</p> Signup and view all the answers

Flashcards

Data Fabric

An end-to-end solution for data integration and management, providing unified data access.

Data Integration

Combining data from various sources to create a unified view.

Data Management

Ensuring consistent access, delivery, governance, and security of data.

Metadata Management

Managing information about data, describing data assets.

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Data Catalog

A data inventory that helps users quickly find needed data.

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Data Silo

Isolated data collections inaccessible to different parts of the organization.

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Why use a Data Fabric?

Holistic approach to data that overcomes challenges like time, space, and software types.

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Benefits of Data Integration

Reduced IT costs, better data quality, and fostered innovation without changing existing applications.

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Data Fabric Benefits

Benefits include faster value realization, empowering people, optimized processes, technology innovation, saving time and money, and better governance/compliance.

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Data challenges addressed by Data Fabric

Highly distributed, hard-to-access, poorly-integrated data, self-serviced data for users, growing data compliance and privacy.

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Study Notes

Data Fabric

  • A data fabric is an end-to-end data integration and management solution that helps organizations manage their data.
  • It provides a unified, consistent user experience and access to data for any member of an organization globally and in real-time.
  • Data fabric solves complex data problems and use cases by managing data regardless of the various kinds of applications, platforms, and locations where the data is stored.

Why Use a Data Fabric?

  • Any data-centric organization needs a holistic approach that overcomes the hurdles of time, space, different software types, and data locations.
  • Data needs to be accessible to users who need it, not locked away behind firewalls or located bit by bit in a range of locations.
  • Businesses need to have a secure, efficient, unified environment, and future-proof data solution in order to thrive.

Data Integration

  • Data integration is the process of bringing data from disparate sources together to provide users with a unified view.
  • The concept of data integration is to make data more freely available and easier to consume and process by systems and users.

Benefits of Data Integration

  • Data integration done right can reduce IT costs, free-up resources, improve data quality, and foster innovation all without changing existing applications or data structures.
  • Companies with mature data integration capabilities have significant advantages over their competition.

Data Management

  • Data management enables consistent accessibility, delivery, governance, and security of data to meet an organization’s requirements using tools including master data management, data virtualization, data catalog, and self-service data preparation.
  • With an effective data management solution, organizations can unify all of their data intelligently for better access, trust, and control.

Metadata Management

  • Metadata management is the business discipline of managing the metadata about data.
  • Metadata gives meaning to and describes the information assets in an organization.
  • Metadata unlocks the value of data by improving that data’s usability and findability.

Data Catalog

  • A data catalog is an inventory of a company’s data assets so users can find the information they need fast.

Data Silo

  • A data silo is a collection of information isolated from an organization and inaccessible to all parts of a company hierarchy.
  • Data silos create expensive and time-consuming problems for businesses, but they are relatively simple to resolve.

Facts about Data Fabrics

  • A data fabric is a modern, distributed data architecture that includes shared data assets and optimized pipelines to address data challenges in a unified way.
  • Concerns addressed by data fabric include highly-distributed, difficult-to-access, poorly-integrated business data, business users’ demand for self-served, trusted data, and growing data compliance and privacy regulations.

Benefits of Data Fabric

  • Fuel your data-driven business
  • Accelerate value realization
  • Empower your people
  • Optimize your processes
  • Benefit from technology innovation sooner
  • Save time and money
  • Govern and comply with confidence

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Related Documents

ELC475 - Business Intelligence Data Fabric PDF

Description

Learn about data fabric, an end-to-end data integration and management solution that provides a unified user experience and access to data for organizations globally and in real-time.

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