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Digital Twins in Data Center Cooling: Meeting AI Demands with Smart Design and Innovation
DescriptionAbstract: As the demand for generative AI and accelerated computing continues to grow, the need for efficient and reliable data center cooling solutions has never been more critical. Traditional cooling designs struggle to keep pace with the increasing power densities and energy demands of modern accelerated compute data center infrastructures. In this talk, we will explore the revolutionary role of digital twins in the design, operation, and optimization of data center cooling systems. By creating virtual replicas of physical data centers, digital twins enable predictive modeling, real-time monitoring, and scenario testing, offering a smarter approach to managing thermal performance and energy efficiency. Central to this innovation is the use of tools such as NVIDIA Omniverse and Modulus, which facilitate the creation and simulation of digital twins with unprecedented precision. These platforms allow for seamless integration of real-time data, advanced physics modeling, and machine learning, making it possible to simulate various cooling strategies, predict future challenges, and optimize configurations. By partnering with industry leaders like Cadence, Vertiv, and Schneider Electric, we are delivering comprehensive digital twin solutions tailored to address the complex cooling requirements of generative AI workloads. These collaborations bring together expertise in hardware, software, and engineering to create more efficient, flexible, and scalable cooling systems. This presentation will also showcase real-world case studies demonstrating how digital twins, powered by NVIDIA Omniverse and Modulus, have been successfully deployed to tackle the challenges of cooling for generative AI and accelerated compute data centers. Attendees will gain insights into best practices, key technologies, and the future potential of digital twins in driving smarter, more sustainable data center operations. As generative AI and accelerated compute workloads continues to evolve, digital twin technology—backed by strategic industry partnerships—will be at the forefront of innovation, enabling data centers to adapt to changing demands with precision and agility.
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