Data Center Power: The Transition to 800 VDC
For the past two decades, power architecture has evolved incrementally around a familiar model: utility AC enters the facility, passes through switchgear, transformers, UPS systems, power distribution units, and rack power shelves, and is ultimately converted to low-voltage DC for CPUs, GPUs, memory, networking, and storage.
That model worked for conventional enterprise and cloud computing. It was good enough when racks consumed 10kW, 20kW, or even 50kW, but it becomes far more difficult as AI infrastructure pushes rack densities toward hundreds of kilowatts and, in some designs, beyond 1MW.
NVIDIA STX & CMX: Infrastructure for AI Context Storage (GTC 2026)
NVIDIA announced its BlueField-4 STX reference architecture at GTC 2026, introducing a modular framework for deploying accelerated storage infrastructure optimized for agentic AI workloads. The architecture addresses a specific technical challenge: as AI systems evolve from single-turn interactions to complex, multi-step agentic workflows with context windows spanning millions of tokens, existing storage hierarchies struggle to efficiently manage the growing KV cache that stores an AI agent’s working memory.
Research Brief: Oracle Exadata X11M
Oracle recently launched of its latest Exadata platform, the Oracle Exadata X11M. Purpose-built to optimize the performance of Oracle Database, including Oracle Autonomous Database, X11M is a significant leap forward in speed and efficiency compared to previous generation Exadata systems for cloud, multi-cloud, and customer data centers.
What Earnings Tell Us About the Public Cloud Market
All of the major public cloud providers have released earnings for calendar Q3 2024, allowing us to draw conclusions about the state of the public cloud market and the relative competitiveness of each CSP. The public cloud market remains highly competitive and rapidly evolving, with each provider strategically leveraging AI, infrastructure innovation, and multi-cloud partnerships to drive growth.
AMD MI300 Gains Momentum with New Vultr & Oracle Cloud Wins
The AMD MI300’s advanced architecture, featuring high memory capacity, low power consumption, and solid performance, is finding a home among cloud providers. While Microsoft Azure previously announced MI300-based instances, there are new announcements from specialty GPU cloud provider Vultr and the mainstream CSP Oracle Cloud Infrastructure of new integrations with AMD’s MI300 accelerator.
Oracle Adds New AI-Enabling Features to MySQL HeatWave
Oracle announces the latest batch of updates to HeatWave that bring new capabilities for enterprise machine learning, AI-driven automation, and multi-cloud support.