H3 Platform Official Website

Apr 08, 2026 630

GPU-Accelerated Storage Fundamentals #1 — Why AI Needs a New Kind of Storage-- Extremely High Input-Output Per Second Storage

Modern AI workloads shift storage demands from bandwidth to high IOPS and concurrency. GPUs require continuous small, random data access (512B–8KB), making data delivery—not compute—the main bottleneck. Traditional CPU-centric storage cannot sustain the required parallelism, leading to underutilized GPUs. As a result, storage must evolve from capacity-focused (TB/TCO) to concurrency-driven (IOPS/TCO), becoming an active, high-performance data layer for AI systems.

AI Storage

Dec 03, 2025 5756

AI Storage Fundamentals #1 — Why AI Needs a New Kind of Memory/Storage

AI now bottlenecks on storage, not compute. GPUs demand fast, parallel, low-latency data delivery.

CXL

Oct 16, 2025 3145

Supercharging Your Server Efficiency? CXL Memory Sharing Might Be the Answer

Unlock stranded memory and redefine data center efficiency with H3’s CXL Memory Sharing—delivering scalable, high-performance, and composable infrastructure for next-gen AI and HPC workloads.

CXL

Sep 07, 2023 2126

Integration and Innovation in Data Technology Advancements

H3, a Taiwanese tech company, leverages the island's resources to meet data processing demands. Committed to composable infrastructure, H3 develops solutions for device flexibility, reducing TCO. They integrate diverse vendor products into resource management, accelerating data tech with heterogeneous computing. Founded in 2016, H3 focuses on CXL 2.0 software and Memory Pooling. Two APIs illustrate Memory Pooling and Port Configuration: (1) PATCH: /h3api/v1/CXLDevices/<Device_ID>/MemChunks/<id> - Memory attachment. (2) PATCH: /h3api/v1/Ports/<Port_Id> - Port setup. H3 plans API standardization and integration with OFMF, an open-source framework, streamlining composable systems. This enhances resource efficiency in HPC and cloud computing.

Composable Infrastructure

Mar 28, 2023 1700

Multinational Software Corporation Utilizes FPGAs to Optimize Columnar Data Compression for Efficient Data Processing

A software corporation made a system to compress data for businesses. They used FPGAs and Linux to make the compression faster and easier to move between servers. They connected 24 FPGAs to accelerate data processing and plan to use this in production to save time.

Composable Infrastructure

Nov 22, 2022 2089

Delivering you a Better Enterprise - PCIe Gen 5 Composable Solution

Learn more about the future-proof composable infrastructure with the three keywords: Speed, Scale, and Flexibility.

GPU

Oct 20, 2022 1835

Toward PCIe Gen 5 Composable Infrastructure as a Service

H3 appreciates the opportunity to present at Panel session @SC22. PCIe Gen 5 series will also be launched in the event.

Composable Infrastructure

Jun 10, 2022 3368

Cost-efficient Composable Infrastructure - Software, Physical, or Mixed Composable?

Explore the benefit of hardware and software integrated composable approach and how it address the emerging demand on composable infrastructure.

NVMe SSD

Jun 06, 2022 5072

Future Datacenter Storage - NVMe Over PCIe Fabric

PCIe, as a fabric, has several natural strength concerning NVMe applications. PCIe network eliminates transport abstraction between host and the NVMe SSD as NVMe protocol transfer data via PCIe Bus directly. Moreover, the high-bandwidth and low-latency that PCIe offers reduces bottleneck caused by networking.

GPU

May 16, 2022 3986

Cascade PCIe Fabric Switch-The Future Datacenter Technology

Discuss how cascade PCIe Switches can benefit datacenters.

GPU

Mar 25, 2022 7082

Big Accelerator Memory-Enhancing GPU and Storage Efficiency with PCIe Expansion Solution

Explore big accelerator memory (BaM) architecture and the benefit it brings to GPU accelerated applications.

GPU

Mar 16, 2022 21671

CXL 2.0 / PCIe Gen 5 - The Future of Composable Infrastructure

CXL / PCIe Gen 5 provides higher band-width and lower latency for interconnect. This cache coherent protocol would also improve the efficiency of resource disaggregation. Moreover, CXL 2.0 introduces switching and pooling capability allows composable infrastructures to leverage all the benefits that CXL possesses.

Tag: Datacenter

GPU-Accelerated Storage Fundamentals #1 — Why AI Needs a New Kind of Storage-- Extremely High Input-Output Per Second Storage

AI Storage Fundamentals #1 — Why AI Needs a New Kind of Memory/Storage

Supercharging Your Server Efficiency? CXL Memory Sharing Might Be the Answer

Integration and Innovation in Data Technology Advancements

Multinational Software Corporation Utilizes FPGAs to Optimize Columnar Data Compression for Efficient Data Processing

Delivering you a Better Enterprise - PCIe Gen 5 Composable Solution

Toward PCIe Gen 5 Composable Infrastructure as a Service

Cost-efficient Composable Infrastructure - Software, Physical, or Mixed Composable?

Future Datacenter Storage - NVMe Over PCIe Fabric

Cascade PCIe Fabric Switch-The Future Datacenter Technology

Big Accelerator Memory-Enhancing GPU and Storage Efficiency with PCIe Expansion Solution

CXL 2.0 / PCIe Gen 5 - The Future of Composable Infrastructure