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A Review of Shakti Cloud: India’s Fastest AI-HPC by Yotta

Imagine a supercomputer capable of training AI models in record time,
powering cutting-edge research, and revolutionizing industries across India. That’s Shakti Cloud, a groundbreaking initiative by Yotta Data Services. With its unparalleled computing power and strategic partnerships, Shakti Cloud is poised to catapult India to the forefront of the global AI race.

Shakti Cloud: India’s Fastest AI-HPC by Yotta

In recent years, the world has witnessed a significant transformation in technology, particularly in artificial intelligence (AI) and high-performance computing (HPC). Among the notable advancements is the launch of Shakti Cloud by Yotta Data Services, which is being hailed as India’s fastest AI-HPC supercomputer. This blog post will explore the various facets of Shakti Cloud, its impact on India’s AI landscape, and how it is set to revolutionize sectors across the country.

1. Introduction to Shakti Cloud

Shakti Cloud is a groundbreaking initiative by Yotta Data Services that aims to bolster India’s capabilities in artificial intelligence and high-performance computing. With a vision to position India as a global leader in AI, Shakti Cloud is designed to support various sectors, including government, startups, and enterprises. This ambitious project represents a significant leap forward in the realm of computing technology in India.

2. Partnership with NVIDIA

One of the most critical partnerships that Yotta has formed is with NVIDIA, a leader in AI computing technology. This collaboration allows Shakti Cloud to utilize NVIDIA’s cutting-edge H100 Tensor Core GPUs. These powerful GPUs are essential for handling AI workloads, particularly for training large language models and executing complex AI applications.

Why NVIDIA GPUs?

  • Performance: The H100 Tensor Core GPUs deliver exceptional performance, enabling faster training and inference times for AI models (NVIDIA).

  • Scalability: With the ability to scale up to 25,000 GPUs, Shakti Cloud can handle massive amounts of data and complex computations.

  • Innovation: NVIDIA’s technology is at the forefront of AI research, ensuring that Shakti Cloud remains aligned with the latest advancements in the field.

3. Infrastructure and Capacity of Shakti Cloud

The infrastructure supporting Shakti Cloud is a marvel in itself. Located in a purpose-built data center in Hyderabad, it boasts an impressive capacity of hosting 25,000 high-performance GPUs. Coupled with a robust 50 MW power setup, this infrastructure positions Yotta as a leader in AI supercomputing in India.

Key Infrastructure Features:

  • Data Center: A state-of-the-art facility designed to optimize computing performance and energy efficiency.
  • Power Supply: A dedicated 50 MW power setup ensures uninterrupted operations, crucial for running intensive AI workloads (Yotta Data Services).
  • Cooling Systems: Advanced cooling technologies maintain optimal temperatures for high-performance computing.

4. Government Collaboration

The Government of Telangana has recognized the importance of technological advancement and has partnered with Yotta to launch Shakti Cloud. This collaboration underscores the role of state support in fostering innovation and enhancing technological infrastructure in the region.

Benefits of Government Collaboration:

  • Funding and Resources: Government backing often includes financial support and resources that can accelerate development.
  • Policy Support: A supportive policy environment can facilitate smoother operations and quicker implementation of technology.
  • Public Sector Applications: Shakti Cloud can serve various government initiatives, enhancing efficiency and service delivery.

5. Accelerator Programs for Startups

Yotta is not only focusing on large enterprises but also on nurturing the startup ecosystem in India through initiatives like the Shambho Accelerator Program. In collaboration with Nasscom and the Telangana AI Mission, this program aims to empower up to 3,600 deep-tech startups by providing access to Shakti Cloud with credits of up to $200,000.

What Does This Mean for Startups?

  • Access to Resources: Startups can leverage high-performance computing resources without significant upfront investments.
  • AI Development: With access to powerful AI tools, startups can innovate and develop AI-driven solutions more effectively.
  • Networking Opportunities: Collaborating with established programs and other startups fosters a supportive community for innovation.

6. Commitment to Digital Transformation

Yotta’s Shakti Cloud is positioned as a cornerstone for India’s digital transformation. By harnessing the power of AI and high-performance computing, businesses and organizations can improve efficiency, drive innovation, and enhance competitiveness in the global market.

Key Aspects of Digital Transformation:

  • Automation: AI can automate routine tasks, allowing businesses to focus on strategic initiatives.
  • Data-Driven Decision Making: Enhanced computing power allows for better data analysis and informed decision-making.
  • Customer Experience: AI can personalize customer interactions, improving satisfaction and loyalty.

7. AI Model Accessibility

Shakti Cloud will offer a range of Platform-as-a-Service (PaaS) solutions from day one. This includes access to foundational AI models and applications, making it easier for developers and companies to integrate AI into their operations.

Advantages of PaaS:

  • Ease of Use: Developers can quickly build, deploy, and manage applications without worrying about the underlying infrastructure.
  • Cost-Effective: PaaS solutions can reduce costs associated with hardware and software management.
  • Rapid Development: Access to pre-built models accelerates the development process, allowing for quicker time-to-market.

8. Investment in AI Infrastructure

Yotta’s commitment to building a robust AI ecosystem is evident through its significant investment in infrastructure. This investment is aimed at enhancing computing capabilities for AI and other digital services, ensuring that India remains competitive in the global AI landscape.

Areas of Investment:

  • Research and Development: Funding for R&D initiatives to explore new AI technologies and applications.
  • Talent Acquisition: Hiring skilled professionals in AI and HPC to drive innovation and development.
  • Community Engagement: Building partnerships with educational institutions and research organizations to foster a culture of innovation.

9. Leadership in AI Services

The appointment of Anil Pawar as Chief AI Officer signifies Yotta’s strategic focus on driving growth within its Shakti Cloud business unit. This leadership role emphasizes the importance of fostering AI innovation and ensuring that Shakti Cloud meets the evolving needs of its users.

Role of the Chief AI Officer:

  • Strategic Direction: Setting the vision and strategy for AI initiatives within Shakti Cloud.
  • Innovation Leadership: Driving innovations in AI services and ensuring alignment with market trends.
  • Partnership Development: Building strategic partnerships with other organizations to enhance service offerings.

10. Interesting Facts about Shakti Cloud

  • Technological Marvel: Shakti Cloud represents a significant technological achievement, showcasing India’s capabilities in high-performance computing.
  • Global Hub for AI: With its extensive infrastructure and resources, Shakti Cloud aims to position India as a global hub for AI development.
  • Alignment with Global Standards: The collaboration with NVIDIA ensures that local capabilities are aligned with global standards in AI computing.

11. Conclusion

Yotta’s Shakti Cloud marks a major leap forward for AI in India. By combining state-of-the-art technology, strategic partnerships, and a strong support system for startups and enterprises, Shakti Cloud is set to play a crucial role in shaping the future of AI in the country. With its extensive GPU resources and a commitment to innovation, Yotta is poised to drive significant advancements in AI, ultimately contributing to economic growth and fostering a vibrant ecosystem of technological innovation.

As we look to the future, it is clear that initiatives like Shakti Cloud will be instrumental in unlocking the potential of AI in India, paving the way for a new era of digital transformation and innovation.

This comprehensive overview captures the essence of Yotta’s Shakti Cloud and its implications for the Indian AI landscape, emphasizing the importance of technological advancement in driving economic growth and fostering innovation.

References

  1. Yotta Data Services Collaborates with NVIDIA to Catalyze India’s AI … Yotta’s Shakti Cloud AI platform will include various PaaS ser…
  2. Government of Telangana partners with Yotta to Launch India’s … Yotta Data Services, a leader in AI, Sovereign Cloud and digital transforma…
  3. Yotta Data Services appoints Anil Pawar as Chief AI Officer – ET CIO … Shakti Cloud is India’s largest and fastest AI-HPC super…
  4. Teaser: AI for India: Reimagining Digital Transformation! – YouTube 289 views · 7 months ago #AI #digitaltransformatio…
  5. ShaktiCloud -India’s fastest and most powerful AI-HPC … – Facebook ShaktiCloud -India’s fastest and most powerful AI- HPC supercomputer …
  6. Yotta, Nasscom & Telangana AI Mission launch Shambho … Under the programme, the startups identified by Nasscom’s GenAI Foundry wi…
  7. India plans 10,000-GPU sovereign AI supercomputer : r/hardware they did a deal with nvidia recently. Yotta DC is doing the AI first.
  8. Yotta Data Services appoints Anil Pawar as Chief AI Officer Gupta said, “ Together, we hope to not just drive growth in the Shakti AI …
  9. Yotta’s Newly Launched Shambho Accelerator Program to Boost … These selected startups will enjoy access to Shakti Cloud, India’s fastest AI-…
  10. Yotta’s Cloud Data Center in GIFT City, Gujarat Goes Live G1 represents an investment of more than INR 500 cr. over five years acros…

Citations

  1. Dnyandeep Co-operative Credit Society Ltd.’s Journey of … – YouTube Yotta Data Services Private Limited•183 views · 5:06 · Go to channel ·…
  2. Yotta Launches Shambho Accelerator to Empower 3,600 Indian … At the core of this program is Yotta’s Shakti Clou…
  3. PPT – Darshan Hiranandani Indian AI Shift, Yotta Data Solution With … To foster growth among businesses, organizations, and star…
  4. Yotta’s Cloud Data Center in GIFT City, Gujarat goes live | DeshGujarat Adding to this, Sunil Gupta, Co-Founder, MD & CEO, Yotta Data Services, said, …
  5. Mumbai-based startup gets India’s 1st consignment of Nvidia H100 … “We at Yotta are proud to be at the heart of the AI rev…
  6. Investor Presentation. – SEC.gov CONFIDENTIAL | 12 NVIDIA RELATIONSHIP NVIDIA leaders support Yotta in …
  7. Epson Launches new EcoTank Printer Marketing Campaign focused … Yotta’s Cloud is also Meity empaneled (VPC and GCC). T…
  8. Yotta Virtual Pro Workstations – The Launch – YouTube 5:06. Go to channel · A Virtual Tour of Shakti Cloud: India’s fastest AI-HPC Sup…
  9. Yotta Data Services to collaborate with Nvidia for GPU computing … With this offering, Yotta customers will be able to train large la…
  10. Blog – Page 194 of 3011 – NCNONLINE – NCN Magazine … Yotta’s recent launch of its cloud services – Shakti Clo…

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NVIDIA Kaolin: Fast Softbody Physics in Your Game

NVIDIA Kaolin is revolutionizing the way game developers and researchers approach 3D simulations. By offering a versatile PyTorch API and a growing collection of GPU-optimized operations, this framework excels in simulating elastic objects across various 3D representations, such as 3D Gaussian Splats and Signed Distance Fields. With its advanced features like the implicit simulation method and mesh optimization tools, NVIDIA Kaolin is setting new standards for creating dynamic and realistic physics effects in games. Additionally, its integration with NVIDIA Omniverse enhances collaborative and real-time simulation, making it an indispensable tool for both game development and cutting-edge research.

NVIDIA Kaolin is revolutionizing the way game developers and researchers approach 3D simulations. By offering a versatile PyTorch API and a growing collection of GPU-optimized operations, this framework excels in simulating elastic objects across various 3D representations, such as 3D Gaussian Splats and Signed Distance Fields. With its advanced features like the simplicit simulation method and mesh optimization tools, NVIDIA Kaolin is setting new standards for creating dynamic and realistic physics effects in games. Additionally, its integration with NVIDIA Omniverse enhances collaborative and real-time simulation, making it an indispensable tool for both game development and cutting-edge research.

Introduction

In the ever-evolving landscape of 3D gaming and simulation, NVIDIA Kaolin stands out as a revolutionary tool designed to enhance the simulation of elastic objects in various 3D representations. This powerful framework offers a PyTorch API for working with different 3D representations and includes a growing collection of GPU-optimized operations, accelerating 3D deep learning research and development. In this blog post, we will delve into the key features and benefits of NVIDIA Kaolin, exploring how it is transforming the world of game development and research.

What is NVIDIA Kaolin?

NVIDIA Kaolin is a versatile framework designed to enhance the simulation of elastic objects in various 3D representations, including 3D Gaussian Splats, Signed Distance Fields (SDFs), and point-clouds. This library provides a PyTorch API for working with different 3D representations and includes a growing collection of GPU-optimized operations to accelerate 3D deep learning research and development.

Key Features

Representation Agnostic Physics Simulation

One of the most significant features of NVIDIA Kaolin is its ability to support the simulation of elastic objects in any geometric representation. This capability allows for the creation of realistic and dynamic physics effects in games, such as trees bending in the wind and water flowing naturally. Whether you are working with 3D Gaussian Splats, SDFs, or point-clouds, NVIDIA Kaolin ensures that your simulations are accurate and visually stunning.

Implicit Simulation Method

The latest release of the NVIDIA Kaolin Library implements the simplicit simulation method, which enhances 3D Gaussian Splats with physics. This method is particularly useful for creating detailed and realistic simulations of elastic objects. The simplicit method simplifies the simulation process while maintaining high levels of detail and realism, making it an invaluable tool for game developers.

Mesh Optimization

This tool also includes tools for mesh optimization, such as FlexiCubes, which can help avoid issues like skinny triangles and loss of sharp geometric details. This is crucial for maintaining high-quality visual fidelity in simulations. By optimizing mesh structures, developers can ensure that their simulations are not only realistic but also visually appealing.

GPU-Optimized Operations

Leveraging the power of GPUs, NVIDIA Kaolin optimizes operations to accelerate 3D deep learning tasks. This optimization enables faster and more efficient simulations, which can be particularly beneficial for real-time applications in gaming. The use of GPU-optimized operations allows developers to simulate complex environments without compromising performance.

Unified Representation for Physics Simulations

The library supports a unified representation that allows for physics simulations on a wide range of geometries, including messy meshes and point clouds. This versatility makes it easier for developers to integrate physics simulations into their projects. Whether you are working with clean, well-structured meshes or complex, irregular geometries, NVIDIA Kaolin provides a seamless integration of physics simulations.

Integration with NVIDIA Omniverse

NVIDIA Kaolin can be used within the NVIDIA Omniverse platform, which is designed for virtual collaboration and real-time simulation. This integration allows developers to work on complex projects in a collaborative and efficient manner. The Omniverse platform provides a powerful environment for simulating and visualizing 3D data, making it an ideal complement to NVIDIA Kaolin.

Advanced Elastic Simulation Techniques

The library integrates advanced elastic simulation techniques, enabling developers to create highly realistic and interactive environments. This is demonstrated by the ability to model up to 115,000 particles at 30 FPS, showcasing the impressive physics processing power. The advanced techniques allow for detailed simulations that enhance the realism of game environments and provide a robust framework for researchers to explore complex 3D simulations.

Impact on Gaming and Research

NVIDIA Kaolin’s capabilities make it a significant tool for both game development and research. It allows for the creation of immersive and realistic game environments and provides a robust framework for researchers to explore complex 3D simulations. The framework’s ability to handle a variety of 3D representations, optimize mesh structures, and integrate with powerful platforms like NVIDIA Omniverse makes it a valuable resource for both game developers and researchers.

Enhancing Game Development

In game development, NVIDIA Kaolin can be used to create realistic and dynamic physics effects. For example, game developers can use the framework to simulate the movement of trees in the wind, the flow of water, or the deformation of elastic objects. These simulations enhance the realism of game environments, providing players with a more immersive experience.

Advancing Research

For researchers, NVIDIA Kaolin offers a powerful tool for exploring complex 3D simulations. The framework’s support for various 3D representations and its GPU-optimized operations make it an ideal choice for simulating and analyzing large datasets. Researchers can use NVIDIA Kaolin to model and simulate complex phenomena, such as the behavior of materials under stress or the dynamics of fluid flows.

Conclusion

In conclusion, NVIDIA Kaolin represents a significant advancement in the field of 3D deep learning and physics simulation. Its ability to handle a variety of 3D representations, optimize mesh structures, and integrate with powerful platforms like NVIDIA Omniverse makes it a valuable resource for both game developers and researchers. Whether you are creating immersive and realistic game environments or exploring complex 3D simulations, NVIDIA Kaolin is the perfect tool to help you achieve your goals. For more such interesting research in AI field visit AI&U.

This blog post provides a comprehensive overview of NVIDIA Kaolin, highlighting its key features and benefits. It is designed to be informative, engaging, and well-structured, ensuring that it ranks high in internet search results.

Works Cited:

  1. NVIDIA Kaolin. NVIDIA Kaolin: A New Way to Bend Physics in Your Games. NVIDIA, 2024.

  2. NVIDIA. NVIDIA Kaolin. NVIDIA, 2024.

  3. NVIDIA. NVIDIA Omniverse. NVIDIA, 2024.

  4. NVIDIA. GPU-Optimized Operations. NVIDIA, 2024.

  5. NVIDIA. Advanced Elastic Simulation Techniques. NVIDIA, 2024.

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