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AI-based Web Application Firewall
As smart devices increasingly challenge traditional CPU-centric architectures, the need for more efficient and secure web applications has never been greater.
Our latest white paper explores how AI can enhance web security, focusing on the innovative use of P2P DMA between NVIDIA GPUs and DPUs. Learn how this approach bypasses the CPU, improving both security and performance in web application firewalls.
The main topics covered in this white paper:
- Smart devices challenging traditional CPUs
- AI-enhanced web security
- Performance optimization with P2P DMA
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Why download this white paper?
Traditional vs. modern architectures
Dive into a comparison between hierarchical, CPU-centric architecture and the emerging democratic model where smart devices independently manage their own tasks.
Leveraging AI for security
Explore how AI models deployed on GPUs can improve web security, focusing on the advantages of bypassing the CPU to streamline data processing and boost performance.
Practical applications and future potential
Gain insights into the architecture of a proof of concept AI-based web application firewall using DPUs and GPUs. Understand how P2P DMA optimizes the firewall's functionality and explore potential applications in network monitoring, media streaming, and content delivery.
Solution architecture and improvements
Learn about potential future enhancements to this solution, including more advanced traffic processing and the creation of a flexible framework for ML and DPU-based solutions. Discover how these advances could redefine the role of CPUs in modern computing environments.