High-Performance Architecture (HPA)

AI Factory built on high-performance architecture

High-performance architecture (HPA) is a purpose-built platform designed to process massive volumes of data and solve complex problems at high speed. As the foundation of scalable, production-ready AI infrastructure — what we call the AI Factory — HPA integrates high-performance computing (also referred to as accelerated computing), high-performance networking and high-performance storage, as well as workflow orchestration and infrastructure management to support AI across cloud, on-premises and hybrid environments.

Learn how WWT has developed and deployed AI solutions on high-performance architectures through our AI Proving Ground. This unrivaled blend of multi-OEM infrastructure, software and cloud connectivity is designed to accelerate the decision-making process when it comes to AI-powered solutions.

Explore the AI Proving Ground

High-performance architecture is critical to each phase of the AI workflow, from model development through deployment. Without the right foundation, enterprises will struggle to realize the full value of investments in AI applications.

High-performance computing (HPC)

The right amount of combined CPU and GPU processing power is needed to train and run modern AI engines.

High-performance storage

The ability to reliability store, clean and scan massive amounts of data is required to train AI/ML models.

High-performance networking

AI/ML applications require extremely high-bandwidth and low-latency network connections.

AI workflow orchestration & infrastructure management

The coordinated management and optimization of AI workloads, resources and infrastructure to ensure efficient, scalable and reliable AI operations across environments.

High-performance architecture is critical to AI infrastructure

AI solutions require purpose-built architectures that allow for fast model development, training, tuning and real-time intelligent interaction. This makes HPA a core component of any robust AI infrastructure strategy, particularly for enterprises building AI for business infrastructure that supports growth and agility.

Workload Management & Orchestration Series: Slurm Workload Manager

This series explores various workload management and/or orchestration tools at a high level to help you understand each tool's characteristics beyond the marketing hype. This article covers Slurm.

Blog

•Jun 16, 2025

Shaping a New Future: How a Bitcoin Mining Company is Venturing into AI/HPC with WWT

When the crypto climate cooled, this Bitcoin mining leader didn't hunker down — they geared up. With a bold vision to diversify from Bitcoin mining into the high-growth world of AI and high-performance computing, the company partnered with WWT to transform untapped potential into a successful new business model.

Case Study

The NVIDIA–Cisco Spectrum-X Partnership: A Technical Deep Dive

NVIDIA and Cisco's Spectrum-X partnership combines best-of-breed software and hardware into a multivendor ecosystem. This partnership enhances scalability, flexibility, and vendor interoperability, addressing the critical demands of AI/ML workloads. The collaboration promises a high-performance Ethernet fabric, redefining load balancing and congestion control for the AI era.

Blog

•Jul 3, 2025

Beyond the GPU Rush: Matching AI Infrastructure to Business Outcomes

Organizations deploying modern, purpose-built infrastructure with the right mix of central processing units (CPUs), accelerators, and software based on specific workload requirements are reaping better business outcomes at a lower total cost of ownership (TCO).

Article

•Jun 26, 2025

Cisco Live 2025: Networking Takeaways

Our Networking team's highlights from an exciting week in San Diego.

Blog

•Jun 18, 2025

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Facilities Infrastructure - AI Readiness Assessment

Is your data center AI-ready? Our AI Readiness Assessment evaluates critical infrastructure aspects to ensure efficient AI integration. Identify gaps, optimize systems and future-proof your organization for growth and innovation. Unlock the power of AI and stay ahead of the competition.

Assessment

WWT Agentic Network Assistant

Explore the WWT Agentic Network Assistant, a browser-based AI tool that converts natural language into Cisco CLI commands, executes them across multiple devices, and delivers structured analysis. Using a local LLM, it streamlines troubleshooting, summarizes device health, and compares configs, demonstrating the future of intuitive, AI driven network operations.

Foundations Lab

173 launches

High-Performance Architecture Briefing

Businesses cannot be high performing unless their architecture is also high performing. In this briefing, you will gain an understanding of high-performance architectures, focusing on maximizing computational power and efficiency in processors, memory, storage and networking.

Briefing

•2 hrs