Research Note: AWS Releases Trainium3, Teases Trainium4
At its recent AWS re:Invent event, AWS moved its custom AI accelerator strategy into a new phase with the general availability of EC2 Trn3 UltraServers based on the Trainium3 chip and the public preview of its next-generation Trainium4.
Call Notes: Q4 Semiconductor Tracker
We’re in a moment that’s less about individual chip performance and more about processing-at-scale. It’s all about sprawling AI racks, optics, interconnect, and custom silicon hungry for scale, speed, and a story.
Research Note: Qualcomm Introduces AI200 & AI250 for Data Center Inference
Qualcomm Technologies recently announced two data center inference accelerators, the AI200 and AI250, targeting commercial availability in 2026 and 2027, respectively. The products are Qualcomm’s first strategic push into rack-scale AI inference.
Research Note: Red Hat AI 3.0
Red Hat released version 3.0 of its AI platform, introducing production-ready features for distributed inference, expanded hardware support, and foundational components for agentic AI systems.
Key additions include the generally available llm-d project for Kubernetes-native distributed inference, support for IBM Spyre accelerators alongside existing NVIDIA and AMD GPU options, and developer preview features for Llama Stack and MCP integration.
Research Note: Marvell Solidifies CXL Leadership w/ Ecosystem-Wide Interoperability
The CXL ecosystem is moving quickly from concept to deployment as hyperscalers, OEMs, and chipmakers seek new ways to address the memory bottlenecks that limit AI, cloud, and high-performance computing workloads. In this environment, interoperability is not a checkbox—it is the foundation that determines how quickly new architectures can reach scale.
Research Note: IBM and AMD Collaborate on Classical-Quantum Computing
IBM and AMD recently announced a strategic collaboration to develop quantum-centric supercomputing architectures that combine quantum computers with high-performance computing infrastructure. The partnership is based on a memorandum of understanding between the companies, with no immediate financial exchange.
Research Note: AMD Raises its Game at its Advancing AI 2025 Event
AMD announced a comprehensive portfolio of AI infrastructure solutions at its recent Advancing AI 2025 event, positioning itself as a full-stack competitor to NVIDIA.
The announcements include the immediate availability of MI350 Series GPUs with 4x generational performance improvements, the ROCm 7.0 software platform achieving 3.5x gains in inference, and the AMD Developer Cloud for broader ecosystem access.
AMD also previewed its 2026 “Helios” rack solution, which integrates MI400 GPUs, EPYC “Venice” CPUs, and Pensando “Vulcano” NICs.
HPE Aruba Networking Levels Up for the AI Age
Big news from Hewlett Packard Enterprise (HPE)! Its Aruba Networking crew just dropped some major upgrades for both wired and wireless networks. The goal? To tackle the huge demands of AI, IoT, and other super-fast apps, proving HPE’s serious about keeping businesses ahead of the game.
Research Note: UALink Consortium Releases UALink 1.0
The UALink Consortium recently released its Ultra Accelerator Link (UALink) 1.0 specification. This industry-backed standard challenges the dominance of NVIDIA’s proprietary NVLink/NVSwitch memory fabric with an open alternative for high-performance accelerator interconnect technology.
NAND Insider Newsletter: April 6 2025
Each week NAND Research puts out a newsletter for our industry customers taking a look at what’s driving the week, and what happened last week that caught our attention. Below is a excerpt from this week’s, April 6, 2025.
Enterprise Infrastructure Tracker: March 2025
We’re barely two months into the new year and already the enterprise infrastructure market is heating up.
Here’s what caught our attention over the past month:
NAND Insider Newsletter: February 17, 2025
Every week NAND Research puts out a newsletter for our industry customers taking a look at what’s driving the week, and what happened last week that caught our attention. Below is a excerpt from this week’s, February 17, 2025.
CES 2025- Enterprise Tech Was There Too
Oh my, CES 2025 has taken me on one heck of a ride through the tech universe. I am an enterprise IT guy but, I must admit, the non-IT tech at CES had me fully distracted. Automated lawnmowers, high tech indoor garden planters, and my favorite- an ultra-realistic flight simulator. Wowzers- really neat stuff.
CES 2025- Must See Tech
Can you believe it? The Consumer Electronics Show, aka CES, is just days away. I know, the timing is hard for all of us considering there hasn’t been much time to recover from our New Years festivities. No rest for the weary as we head out to Vegas for the big event.
The show is always full of surprises, so stay tuned next week for lots of announcements to hit the wire. In the meantime, I have a few thoughts to share on what I will be looking for at the show.
SC24: Shaping the Future of IT with High-Performance Computing and AI
Last week’s Supercomputing 2024 (SC24) conference in Atlanta brought together IT leaders, researchers, and industry innovators to unveil advancements in HPC and AI, with even a little quantum computing thrown in.
Quick Take: AMD Data Center Group Earnings – Q3 2024
AMD this week announced significant revenue and earnings growth in Q3 2024, driven primarily by exceptional performance in the Data Center segment. AMD’s Data Center revenue increased by 122% year-over-year, reaching a record $3.5 billion and marking over half of AMD’s total revenue this quarter. CEO Lisa Su, on the earnings call, attributed this growth to the success of the EPYC CPUs and MI300X GPUs, which experienced strong adoption across cloud, enterprise, and AI applications.
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.
Research Note: AMD Acquires ZT Systems
AMD announced its strategic acquisition of ZT Systems, a specialty provider of AI and general-purpose compute infrastructure for major hyperscale companies, in a deal valued at $4.9 billion. The acquisition aligns with AMD’s AI strategy to enhance its capabilities in AI training and inferencing solutions for data centers.
Research Note: AMD Acquires Silo AI
AMD announced a definitive agreement to acquire Silo AI, Europe’s largest private AI lab, for approximately $665 million in an all-cash transaction. This acquisition aligns with AMD’s strategy to deliver end-to-end AI solutions based on open standards, enhancing its partnership with the global AI ecosystem.
Research Note: AMD Computex MI325x & MI350 Accelerator Announcements
At the 2024 Computex event in Taiwan, AMD CEO Lisa Su revealed details about AMD’s upcoming MI350 and MI325X accelerators, follow-ons to its current MI300x products, highlighting significant advancements in AI performance and memory capacity. The new products are positioned as key components in AMD’s strategy to lead the AI accelerator market.
Research Note: UALink Alliance & Accelerator Interconnect Specification
UALink is a new open standard designed to rival NVIDIA’s proprietary NVLink technology. It facilitates high-speed, direct GPU-to-GPU communication crucial for scaling out complex computational tasks across multiple graphics processing units (GPUs) or accelerators within servers or computing pods.
Microsoft Azure Cobalt 100 Arm-based VMs
At its 2024 Microsoft Build Event this week, Microsoft announced the preview of new Azure Virtual Machines powered by Microsoft’s previously announced in-house-design Arm-based processor, the Cobalt 100
Research Note: Lenovo’s AMD-based AI Portfolio Update
Lenovo announced a comprehensive set of AMD-based updates to its AI infrastructure portfolio, which include GPU-rich and thermal-efficient systems designed for compute-intensive workloads in various industries, including financial services and healthcare.
The new offerings, designed in partnership with AMD, address the growing demand for compute-intensive workloads across industries, providing the flexibility and scalability required for AI deployments.
Research Note: AMD Versal Edge Series Gen 2
AMD expands its Versal portfolio with the introduction of its Versal AI Edge Series Gen 2 and Versal Prime Series Gen 2 adaptive SoCs. These next-generation solutions cater to the increasing demands for AI-driven and classic embedded systems, providing a balanced mix of performance, power efficiency, functional safety, and security within a single chip.
Research Note: AMD’S New Embedded+ CPU/FPGA Platform
AMD announced the launch of AMD Embedded+, a novel architectural solution that integrates AMD’s Ryzen Embedded processors with its Versal adaptive onto a single board.
Research Note: Inside AMD’s 4Q 2023 Data Center Group Performance
Advanced Micro Devices (AMD) reported a stellar end to 2023, marking achievements within its Data Center business amidst a fluctuating demand landscape.
This Research Note takes a look at AMD’s performance, focusing on its Data Center Group.
Research Note: AMD’s CES Automotive Announcements
At CES 2024, AMD made a significant announcement, unveiling its expanded venture into the automotive technology sector by introducing two products: the Versal™ AI Edge XA adaptive SoC and the Ryzen™ Embedded V2000A Series processor.
Research Note: AMD’s new MI300X & MI300A AI Accelerators
AMD recently announced its new MI300x and MI300a AI accelerators, its most significant challenge to NVIDIA yet.
Research Note: AMD ROCm 6 Software Stack
At its AI-focused event on December 6, Advanced Micro Devices (AMD) introduced the latest release of its ROCm software stack, marking a significant update in the field of high-performance computing (HPC) and artificial intelligence (AI). The new release introduces enhancements that align closely with the company’s latest hardware, notably the MI300 series GPUs.
Research Note: Data Center Impact from AMD’s Q3 2023 Earnings
Advanced Micro Devices, Inc. (AMD) reported its financial results for the third quarter of fiscal year 2023. AMD showcased strong performance across its key segments during the quarter, including Data Center, Client, Gaming, and Embedded, with a focus on AI and high-performance computing solutions.
In this research note, we provide an overview of AMD’s key announcements and financial performance during the quarter, along with NAND Research’s analysis of what the results mean for AMD’s data center business.
Cloudian, AMD & Micron Boost Performance of Object Storage
Cloudian, in partnership with AMD and Micron, recently demonstrated a significant breakthrough in object storage performance and energy efficiency, delivering extreme performance levels from Cloudian’s software-defined object storage solution.
Lenovo Introduces New AMD-based ThinkEdge + Extends TruScale to the Edge
Lenovo last week announced a new ThinkEdge platform, based on Advanced Micro Device’s new edge-targeted AMD EPYC 8004-series processor, and is extending its TruScale offering to the edge.