SC25: Beyond Super Computing

SC25

Supercomputing 2025 delivered a clear message to enterprise IT leaders: the infrastructure conversation has fundamentally changed. The announcements from SC25 were about architectural transformation.

From rack-scale designs to quantum integration to facility-level engineering, the building blocks of large-scale AI and HPC systems are being reimagined.

Research Note: VDURA Data Platform v12

VDURA

VDURA recently announced Version 12 of its VDURA Data Platform (VDP), formerly known as PanFS, introducing three primary architectural enhancements to its parallel file system: an elastic Metadata Engine for distributed metadata processing, system-wide snapshot capabilities, and native support for SMR disk drives.

Research Note: Snowflake BUILD 2025 Announcements

Snowflake BUILD 2025

At its recent BUILD 2025 event, Snowflake unveiled a substantial array of platform updates centered on three core themes: compute performance optimization, data interoperability across heterogeneous environments, and operational automation.

The offerings address persistent enterprise challenges around data fragmentation, manual infrastructure management, and the operational overhead of supporting both transactional and analytical workloads on unified platforms.

Call Notes: Semiconductor Memory Market Supply Constraints and Rising Prices

Abstract image of earnings.

Legacy and mobile DRAM types, including DDR4 and LPDDR5X, face severely extended delivery lead times, while contract prices for DRAM and NAND flash are rising sharply. This is leaving Smartphone OEMs and SoC vendors with elevated memory cost burdens that threaten margins and will likely force higher device prices.

Call Notes: Q4 Semiconductor Tracker

Microsoft Azure Cobalt 100

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 Brief: Oracle Database 26ai Delivers Fully Integrated AI

Oracle Database 26ai

Oracle released its Oracle Database 26ai at its recent AI World event in Las Vegas. The update makes the database an integrated platform that embeds artificial intelligence capabilities across data management, development, and analytics operations.

The platform integrates vector search capabilities with traditional database functions, supports agentic AI workflows through in-database tools and MCP servers, and extends analytics capabilities through Iceberg table format support. Oracle also bundles in advanced AI features, including AI Vector Search, at no additional cost.

Research Brief: Cisco Partner Summit Infrastructure Announcements

Cisco's Chuck Robbins, Chair and Chief Executive Officer

At its 2025 Partner Summit in San Diego this week, Cisco announced three interconnected infrastructure initiatives to address the operational, connectivity, and edge-computing requirements of AI workloads.

The announcements span network management simplification through AgenticOps workflows, GPU-as-a-Service connectivity via SD-WAN integration with Megaport AI Exchange, and a new converged edge computing platform called Unified Edge.