Unprecedented Demand for Nvidia GPUs

How the rise of GPU technology is transforming industries

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Aug 28, 2023
  • Nvidia's GPUs are driving the shift toward accelerated computing and generative AI.
  • Expanding its production capacity to meet the soaring demand for GPUs.
  • Partnerships with leading IT companies to enhance the adoption of generative AI.
  • DGX Cloud platform fosters partnerships with leading cloud service providers.
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In the second quarter of the fiscal year 2024, which ended on July 30, Nvidia corp. (NVDA, Financial) reported revenue of $13.51 billion. This represents a significant increase compared to the previous quarter's revenue of $7.19 billion. The company's gross profit for the quarter was $9.46 billion, with a gross profit ratio of 70.05% which is a significant increase compared to the prior-year quarter, where it achieved a gross profit ratio of 64.63%.

The rise of GPU technology

Nvidia is a leading technology company known for its graphics processing units and artificial intelligence solutions. In recent years, the world of computing has witnessed a significant shift toward accelerated computing and generative AI. This transition has been driven by the increasing recognition that general-purpose computing is no longer the most efficient and cost-effective solution. Instead, data centers are now investing in GPUs to achieve better performance, energy efficiency and cost savings.

Nvidia, a leading technology company specializing in GPUs, has been at the forefront of this platform shift. With over two decades of experience, the company has developed a powerful architecture that accelerates a wide range of applications, from data processing and training to real-time speech and computer vision. This versatility has made it the preferred platform for developers, with hundreds of millions of CUDA-compatible GPUs worldwide.

Expanding production and adoption

The demand for GPUs is soaring, prompting Nvidia to significantly expand its production capacity. This increased supply will not only meet the current demand but also cater to the growing needs of data centers and enterprises in the coming years. The company's commitment to accelerated computing and generative AI has allowed it to release new products every six months, addressing the expanding universe of AI applications.

One of the key advantages of Nvidia GPUs is their widespread adoption across various industries and computing models. From cloud services and enterprise data centers to industrial edge devices and PCs, Nvidia GPUs have become an integral part of the computing ecosystem. This broad reach has instilled confidence in system suppliers and original equipment manufacturers, who can invest in Nvidia knowing there is significant market demand and reach.

Partnerships and future prospects

To further enhance the adoption of generative AI in enterprises, Nvidia has partnered with leading IT companies such as Accenture (ACN, Financial), Adobe (ADBE, Financial) and VMware (VMW, Financial). These collaborations aim to provide enterprises with the necessary tools and infrastructure to leverage generative AI while ensuring model privacy, security and sovereignty. Additionally, partnerships with Dell, HPE and Lenovo enable enterprises to build state-of-the-art AI data centers using Nvidia's L40S universal GPU.

The impact of generative AI extends beyond the cloud, with Nvidia Omniverse enabling heavy industries to automate their operations and achieve greater productivity. By digitalizing physical assets and leveraging generative AI, industries can unlock trillions of dollars in productivity gains.

Looking ahead, the future of computing lies in accelerated computing and generative AI. Data centers worldwide are recognizing the benefits of diverting their capital investment towards GPUs and AI technologies. This platform shift represents a new era of computing, where GPUs play a pivotal role in driving performance, energy efficiency and cost savings.

As the demand for GPUs continues to rise, Nvidia remains committed to delivering innovative solutions and expanding its ecosystem of partners. With its architecture, installed base, reach, scale and velocity, Nvidia is well-positioned to lead the way in this generational shift in computing.

DGX Cloud

Although known for its GPUs, Nvidia has been making significant strides in the software business and its DGX Cloud platform. During a recent earnings call, executives provided insights into the reception of DGX Cloud and the growth of the software offerings.

DGX Cloud is a strategic initiative by Nvidia to foster a close partnership between the company and the world's leading cloud service providers. The platform aims to cater to the needs of the company's vast ecosystem, which includes over 30,000 companies, including startups and generative AI firms. By establishing a presence within the world's leading clouds, Nvidia enables its AI partners to seamlessly integrate their solutions into these platforms.

Benefits and reception of DGX Cloud

The success of DGX Cloud can be attributed to its multiple use cases and drivers. First, it allows CSPs and Nvidia to collaborate closely to enhance the performance of hyperscale clouds, which were traditionally designed for multi-tenancy rather than high-performance distributed computing like generative AI. This collaboration involves architectural improvements and optimizing networking and computing performance.

Second, Nvidia itself benefits from DGX Cloud as it requires substantial infrastructure for its various teams, including self-driving cars, research, generative AI, language models and robotics. The company's internal consumption of AI is significant, and DGX Cloud serves as a platform to support these needs.

The positive reception of DGX Cloud has been evident through the enthusiasm shown by CSPs, developers and Nvidia's internal engineers. The platform has been instrumental in engaging and working closely with the global AI ecosystem.

Software growth

In addition to DGX Cloud, Nvidia's software business has been experiencing substantial growth. The company's software is an integral part of its products, including data center systems, GPU systems, gaming products and future automotive offerings. Nvidia's software revenue is not only derived from bundled sales, but also from standalone software sales.

The standalone software business has been steadily growing, with annual revenue reaching hundreds of millions of dollars. Nvidia AI enterprise, a software solution, is being integrated into various products such as DGX. The company also plans to expand its availability in CSP marketplaces, further driving the growth of its software business.

The success of Nvidia's software offerings, including the growth of its standalone software business, has had a positive impact on the company's margins. The software revenue, combined with the sales of DGX systems and other GPUs, has been a significant driver of revenue within the Data Center segment.

Unfulfilled demand and supply tightness

Nvidia has been experiencing an unprecedented level of unfulfilled demand and supply tightness in recent quarters. The company's revenue has more than tripled in just a couple of quarters, indicating the immense demand for its products. During a recent earnings call, Joseph Moore, an analyst, highlighted the remarkable growth and inquired about the extent of unfulfilled demand and the timeline for achieving supply-demand equilibrium.

Chief Financial Officer Colette Kress acknowledged the supply challenges and expressed confidence in the company's ability to ramp up supply in the coming quarters and into the next fiscal year. While she did not provide specific numbers or percentages, Kress emphasized the collaborative efforts with various suppliers and the continuous improvement in their supply chain.


In conclusion, the rise of GPU technology marks a new era of computing, where accelerated computing and generative AI are transforming industries and driving unprecedented levels of performance and efficiency. With Nvidia at the forefront, the future of computing looks promising, offering endless possibilities for innovation, growth and profit. The company's strong financial performance can be attributed to its leadership in the GPU market and its focus on emerging technologies such as AI.

As Nvidia continues to innovate and expand its product offerings, it is well-positioned to capitalize on the growing demand for advanced computing solutions. Nvidia's software offerings and the momentum of DGX Cloud have been key factors in the company's continued success. As the demand for AI and high-performance computing continues to grow, Nvidia is well-positioned to capitalize on these opportunities and further expand its software business and DGX Cloud platform.

It is worth noting that Nvidia has been experiencing strong demand for its products, leading to unfulfilled demand and supply tightness. This demand-supply imbalance has created opportunities for Nvidia to increase its production and ramp up supply. The company has indicated its intention to continue increasing supply in the coming quarters and into the next fiscal year.

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