Close Menu
    DevStackTipsDevStackTips
    • Home
    • News & Updates
      1. Tech & Work
      2. View All

      Sunshine And March Vibes (2025 Wallpapers Edition)

      May 14, 2025

      The Case For Minimal WordPress Setups: A Contrarian View On Theme Frameworks

      May 14, 2025

      How To Fix Largest Contentful Paint Issues With Subpart Analysis

      May 14, 2025

      How To Prevent WordPress SQL Injection Attacks

      May 14, 2025

      I test a lot of AI coding tools, and this stunning new OpenAI release just saved me days of work

      May 14, 2025

      How to use your Android phone as a webcam when your laptop’s default won’t cut it

      May 14, 2025

      The 5 most customizable Linux desktop environments – when you want it your way

      May 14, 2025

      Gen AI use at work saps our motivation even as it boosts productivity, new research shows

      May 14, 2025
    • Development
      1. Algorithms & Data Structures
      2. Artificial Intelligence
      3. Back-End Development
      4. Databases
      5. Front-End Development
      6. Libraries & Frameworks
      7. Machine Learning
      8. Security
      9. Software Engineering
      10. Tools & IDEs
      11. Web Design
      12. Web Development
      13. Web Security
      14. Programming Languages
        • PHP
        • JavaScript
      Featured

      Strategic Cloud Partner: Key to Business Success, Not Just Tech

      May 14, 2025
      Recent

      Strategic Cloud Partner: Key to Business Success, Not Just Tech

      May 14, 2025

      Perficient’s “What If? So What?” Podcast Wins Gold at the 2025 Hermes Creative Awards

      May 14, 2025

      PIM for Azure Resources

      May 14, 2025
    • Operating Systems
      1. Windows
      2. Linux
      3. macOS
      Featured

      Windows 11 24H2’s Settings now bundles FAQs section to tell you more about your system

      May 14, 2025
      Recent

      Windows 11 24H2’s Settings now bundles FAQs section to tell you more about your system

      May 14, 2025

      You can now share an app/browser window with Copilot Vision to help you with different tasks

      May 14, 2025

      Microsoft will gradually retire SharePoint Alerts over the next two years

      May 14, 2025
    • Learning Resources
      • Books
      • Cheatsheets
      • Tutorials & Guides
    Home»Development»Data Virtualization: Optimising Access and Utilisation in Enterprise AI Systems

    Data Virtualization: Optimising Access and Utilisation in Enterprise AI Systems

    May 18, 2024

    By Puneet Gupta, Vice President and Managing Director, NetApp India/SAARC

    Propelled by the evolving trends in data, data virtualization is emerging as a new-age avenue, revolutionizing the way businesses leverage their data assets. The global market for this disruptive technology is poised to take a steep growth curve, with projections estimating a value of USD 12878.39 million by 2028, with a whopping CAGR of 24.88% during 2022–2028.

    This underscores the immense significance of data virtualization, particularly for India, where it presents a promising opportunity to maximize the efficiency of enterprise AI ecosystems.

    As outlined by NetApp’s 2024 Cloud Complexity report, 70% of surveyed companies in India already have AI projects up and running or in motion, which is commendably higher than the global average of 49%.

    Given this increasing readiness to adopt AI models and projects, data virtualization could be the ticket for Indian industries to optimize operations, making them more flexible and scalable than ever before.

    Essentially, this technology offers the abstraction of data from its physical confines, facilitating seamless access and utilization across the enterprise. Legacy IT infrastructure often grapples with the demands of modern-day business operations.

    The significance of this advancement lies in its ability to transcend the constraints of conventional data management approaches, offering agility, scalability, and efficiency in managing extensive and diverse datasets. Within AI ecosystems, it proves to be crucial in optimizing access to critical data and expediting the development and deployment of AI-driven solutions.

    Advantages of Data Virtualization

    In today’s hyper-competitive business landscape, rapid modernization is the key to staying ahead of the curve. Virtualization empowers corporations to unlock a wealth of new opportunities and drive competitiveness through enhanced decision-making and accelerated time-to-market.

    By furnishing real-time access to actionable insights, it equips businesses to make informed decisions and capitalize on budding trends and emergent opportunities.

    Among the many advantages that data virtualization offers, a significant one is its ability to optimize resource utilization. By consolidating virtual environments, organizations can realize considerable cost savings whilst simultaneously enhancing operational efficiency. This not only mitigates the complexity of IT infrastructure but also augments scalability, enabling businesses to swiftly adapt to changing demands and market dynamics.

    In the world of enterprise AI, agility is crucial. By facilitating rapid deployment of such solutions, it allows businesses to capitalize on emerging opportunities and respond swiftly to evolving customer needs. Its inherent flexibility enables businesses to adapt their AI strategies in real-time, ensuring maximum impact and value creation.

    Centralized management and monitoring capabilities are also essential for effective data governance and control. Simplifying IT operations by providing a unified platform for managing and monitoring data assets is yet another benefit observed. This streamlined approach not only reduces administrative overhead but also enhances visibility and compliance, ensuring data integrity and security across the corporation.

    Access to timely and accurate data is the lifeblood of AI-driven decision-making. Through this innovation, access to critical data can be accelerated, enabling organizations to derive actionable insights with unmatched speed and accuracy. By breaking down data silos and facilitating seamless integration, it empowers businesses to make informed decisions that drive growth and improvement.

    It is well-founded that digital transformation thrives on experimentation and iteration. Data virtualization fosters a culture of innovation within AI ecosystems by providing a platform for rapid prototyping and testing. Its flexible architecture enables data scientists and AI developers to explore new ideas and concepts, leading to the development of ground-breaking solutions that drive business value and competitive advantage.

    The Future of Data

    As we embrace the future facilitated by the adoption of enterprise AI, the strategic importance of data virtualization cannot be overstated. By leveraging this technology, businesses can streamline operations, drive efficiency, and unlock new opportunities for growth and competitiveness.

    Looking ahead, the evolving role of this innovation will continue to shape the future of AI, providing companies with the tools they need to stay ahead of the curve and thrive in the digital age.

    Disclaimer: The views and opinions expressed in this guest post are solely those of the author(s) and do not necessarily reflect the official policy or position of The Cyber Express. Any content provided by the author is of their opinion and is not intended to malign any religion, ethnic group, club, organization, company, individual, or anyone or anything. 

    Source: Read More

    Facebook Twitter Reddit Email Copy Link
    Previous ArticleThe Test of Time: How Online Platforms Reshape Traditional Educational Assessments
    Next Article The who, where, and how of APT attacks – Week in security with Tony Anscombe

    Related Posts

    Security

    Nmap 7.96 Launches with Lightning-Fast DNS and 612 Scripts

    May 15, 2025
    Common Vulnerabilities and Exposures (CVEs)

    CVE-2025-3053 – “UiPress Lite WordPress Remote Code Execution Vulnerability”

    May 15, 2025
    Leave A Reply Cancel Reply

    Continue Reading

    Explore Best Webflow Ecommerce Templates: Free and Paid

    Web Development

    Dolphin{anty} Antidetect Browser: The Ultimate Antidetect Browser for Online Anonymity and Multi-Account Management

    Development

    Postman launches new platform that lets developers build AI agents

    Tech & Work

    CHEAP Embeddings and Hourglass Protein Compression Transformer (HPCT): Transforming Protein Structure Prediction with Advanced Compression Techniques for Enhanced Efficiency and Accuracy

    Development

    Highlights

    I switched to LED lightbulbs to save money, but doing so uncovered 5 other benefits

    February 20, 2025

    I was curious about the benefits of LED over conventional lighting. Turns out it’s more…

    CVE-2025-4314 – SourceCodester Advanced Web Store SQL Injection Vulnerability

    May 6, 2025

    CVE-2025-1048 – Sonos Era 300 Speaker SMB Use-After-Free Remote Code Execution Vulnerability

    April 23, 2025
    Laravel Unique

    Laravel Unique

    April 8, 2025
    © DevStackTips 2025. All rights reserved.
    • Contact
    • Privacy Policy

    Type above and press Enter to search. Press Esc to cancel.