Monday, December 23, 2024

What Infrastructure Is Needed for AI?

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The growth of the artificial intelligence market is driving the development of infrastructure that makes it much easier to work with AI-based applications.

For a business that releases its apps, it is completely not rational to buy all the necessary equipment with powerful processors, and expensive software and keep specialists on staff who will serve it all. It is much more convenient to take advantage of AI infrastructure as a service (IaaS).

What Does IaaS Include?

  • At the core of the work on artificial intelligence is the use of a huge amount of data necessary for machine learning. Therefore, the most powerful massively parallel processing is required, which allows for accelerating all the tasks of software development, machine learning, and application deployment.
  • Large storage that would fit all the huge amount of data that AI generates and which is necessary to store ML models and templates is another key component of AI infrastructure.
  • The developed network infrastructure provides access to the central repository, which stores all ML models, from different parts of the world. This allows experts to combine their efforts and implement joint tasks in real-time.

AI IPU Platform from G-Core Labs

By integrating its cloud services with Graphcore IPU, G-Core Labs has created a unique AI platform that enables advanced AI infrastructure. Easy to use, it provides a full cycle of work on AI-based software:

  • accelerated application creation
  • the possibility of learning with the help of ready-made ML models and templates
  • capacious central storage that provides easy access to ML models from different points
  • application deployment and testing

With a single package of flexible pricing solutions, you get a turnkey AI infrastructure. Timely updating of necessary software and maintenance of all infrastructure elements ensure 100% uninterrupted work. By taking care of the maintenance of the AI infrastructure, G-Core Labs allows AI innovators to focus on what matters most — perfecting it for the benefit of all humanity.

Robby Khattak
Robby Khattak
With a robust journey spanning 15 years in the dynamic world of startups and entrepreneurship, I have navigated the intricate pathways of business creation, development, and management, transforming mere ideas into tangible success. Connect with me if you’re seeking a guide in your entrepreneurial journey or if you have insights, opportunities, or ideas to explore together.

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