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AI Essentials
Welcome to the AI Essentials Learning Series. This series is designed to equip you with the knowledge and skills necessary to understand key aspects of Artificial Intelligence (AI). As AI continues to revolutionize industries and transform the way we live and work, it is crucial to understand the fundamental components that enable its remarkable performance. This series of learning paths will provide you with a comprehensive overview of AI, High Performance Storage, High Performance Networking, High Performance Compute, and Security, all tailored to the specific needs of AI applications.
The Battle of AI Networking: Ethernet vs InfiniBand
This article is not an exploration of who does Ethernet better so much as a direct examination of technology itself. Numbers will be reported as an aggregate means between major players in the AI Networking market and contrasted with equivalent InfiniBand performance. The goal is to answer, at an atomic level, one question: eliminating all other variables, is Ethernet good enough?
Scott Data Embraces AI Transformation to Offer GPU as a Service
Learn how a data center leader partnered with WWT to validate and execute a strategic vision for providing on-demand access to the advanced high-performance infrastructure required to run today's most demanding AI workloads.
Data Center Priorities for 2025
A roadmap for what to prioritize in the data center space.
The Future of High Performance Networking: Ultra Ethernet Explained
This article provides an overview of the Ultra Ethernet specification and its features, and is intended to provide an understanding of what is changing and why.
What's new
Do GPUs Like to Crochet?
Explore the intricate parallels between GPU architecture and crochet, unraveling how GPUs execute opcodes, manage threads and optimize parallelism. Discover the synergy of Python and frameworks like PyTorch in orchestrating GPU tasks, transforming GPUs into modern looms weaving data with precision and speed.
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).
Partner POV | Accelerating Enterprise Insights: Pure Storage and NVIDIA AI Data Platform Empowers Precision Reasoning at Scale
Delayed insights mean missed opportunities. With a Pure Storage-powered NVIDIA AI Data Platform, organizations can turn huge volumes of data into real-time intelligence. In today's fast-paced business world, milliseconds matter. The NVIDIA AI Data Platform, integrated with FlashBlade//EXA and Portworx, enables organizations to not just accelerate inference but also unlock precision reasoning at scale.
Go Inside NeuralMesh™ by WEKA®: An Architectural Overview
NeuralMesh™ by WEKA® is the world's only storage system purpose-built for AI, engineered with a containerized microservices architecture to accelerate agentic AI and multimodal workloads. In this video, we take a deeper technical dive into how NeuralMesh delivers the performance, flexibility, and resilience required by modern AI systems.
Cisco's Swagger is Back: WWT's Key Takeaways from Cisco Live 2025
Cisco Live 2025 offered a glimpse into a new era of technology, one that blends speed, scale and purpose-built AI innovation.
Introducing the AMD Instinct MI350 Series GPUs
The AMD Instinct™ MI350 Series GPUs set a new standard for Generative AI and high-performance computing (HPC) in data centers
Cisco Live 2025: Observability & AIOps Takeaways
Our team's insights from an exciting week in San Diego.
Cisco Live 2025: Networking Takeaways
Our Networking team's highlights from an exciting week in San Diego.
Cisco 6600 Series Fabric Interconnects: A New Baseline for Modern Data Centers
Cisco's 6600 Series Fabric Interconnects revolutionize IT infrastructure by unifying LAN, SAN and management into a streamlined platform. Offering significant cost savings and future-ready capabilities, these interconnects support AI, NVMe and hybrid cloud demands, ensuring high performance and flexibility without added complexity. Embrace the future of core switching today.
Cisco Live 2025: Unlocking the Future of Compute & AI
Cisco Live 2025 showcased a transformative AI strategy, emphasizing scalable infrastructure and secure networking. Here are our takeaways and insights from an exciting week in San Diego.
Unveiling the Future of Hyperconverged Infrastructure: Cisco HCI with Nutanix
Learn how Cisco and Nutanix's partnership revolutionizes data-center and edge infrastructure with a unified, scalable platform for HCI and AI.
Partner POV | Introducing the AI Operating System That Powers the Future of Intelligence
VAST Data's AI Operating System revolutionizes AI infrastructure by unifying storage, databases, and compute into a seamless platform. Designed for agentic computing, it supports real-time learning and autonomous AI agents. With scalable, hardware-agnostic architecture, it empowers organizations to harness AI's full potential, driving innovation and efficiency across industries.
Partner POV | Data Sovereignty and AI: Why You Need Distributed Infrastructure
Navigating the intricate web of data sovereignty is crucial in today's AI-driven world. As data regulations multiply, companies must adapt their infrastructure to ensure compliance and security. Embracing distributed infrastructure and strategic partnerships can empower businesses to manage data effectively, fostering innovation while adhering to global legal frameworks.
Right-sizing AI Infrastructure in the Token Economy
AI's evolution demands a strategic infrastructure shift, driven by the token economy and reasoning models. As AI scales, inference becomes resource-intensive, necessitating right-sized infrastructure. NVIDIA's innovations, like Dynamo, enhance AI performance, while WWT aids businesses in optimizing AI investments.
Partner POV | Optimizing AI for Scaled Adoption
Generative AI is evolving, shifting from raw performance to balancing efficiency, cost, and security. As AI matures, organizations must optimize infrastructure and prioritize power efficiency to reduce costs and risks. Adapting to these changes ensures a competitive edge and fosters continued innovation in the rapidly advancing AI landscape.
Effects of Dynamic Agentic Workflows on High-Performance Storage
Discussing the effects of dynamic agentic workflows on high-performance architecture, particularly on high-performance storage systems.
Partner POV | What is sovereign AI and why is it growing in importance?
As nations race to harness AI's potential, sovereign AI emerges as a strategic priority, offering enhanced data privacy and security. This shift empowers countries to tailor AI to their unique cultural and economic contexts, while navigating challenges in infrastructure, talent, and governance.
Partner POV | Cooling AI data centers: How Schneider Electric and Motivair are changing the game
AI is revolutionizing data centers, necessitating advanced cooling solutions. Schneider Electric, through its acquisition of Motivair, offers a comprehensive portfolio to meet evolving demands. By integrating air, liquid, and hybrid cooling, they ensure flexibility and scalability, empowering data centers to seamlessly transition into the AI era with innovative, pre-validated solutions.
Building for Success: A CTO's Guide to Generative AI
A strategic roadmap for Chief Technology Officers to align GenAI strategies with business goals, assess infrastructure needs, and identify the talent and skills needed to achieve sustainable GenAI transformation.
Enterprise-Ready Supercomputing: The HPE Cray XD Approach to Agile AI Infrastructure
HPE Cray XD combines supercomputing power with enterprise agility, creating a "framemain" approach—offering mainframe-like integration while maintaining openness, allowing organizations to build scalable AI infrastructure without ecosystem lock-in.