Research Note: Improving Inference with NVIDIA’s Inference Context Memory Storage Platform

At NVIDIA Live at CES 2026, NVIDIA introduced its Inference Context Memory Storage (ICMS) platform as part of its Rubin AI infrastructure architecture. NVIDIA’s ICMS addresses KV cache scaling challenges in LLM inference workloads.
The technology targets a specific gap in existing memory hierarchies where GPU high-bandwidth memory proves too limited for growing context requirements while general-purpose network storage introduces latency and power consumption penalties that degrade inference efficiency.
Infrastructure News Roundup: January 2025

January isn’t usually a big month for announcements related to enterprise infrastructure, but then this isn’t a normal January. Let’s look at what happened.
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.
Research Note: HPE Alletra Object Storage

At its recent HPE Discover Barcelona event, HPE announced its new Alletra Storage MP X10000, an object storage platform integrated with its HPE GreenLake cloud. This release introduces a multi-protocol, software-defined architecture consolidating block, file, and object storage into a single, cloud-managed system.
Research Brief: Cloudian Tackles AI Storage Complexity with NVIDIA GPUDirect for Object Storage

Cloudian’s new HyperStore with NVIDIA GPUDirect for Object Storage is a significant step forward in high-performance data management. The seamless integration of GPUDirect with HyperStore allows users to benefit from Cloudian’s scalability and ease of use while enabling a dedicated high-performance data path for GPU workloads.
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.
The 2023 Enterprise Storage Agenda
2023 is going to be an exciting year in enterprise storage. Principal Analyst Steve McDowell walks us through his predictions for the storage industry over the coming calendar year.