FERRAMENTAS LINUX: HONOR’s DMA-BUF Direct I/O Patch Boosts AI & Storage Performance by 265%

sexta-feira, 16 de maio de 2025

HONOR’s DMA-BUF Direct I/O Patch Boosts AI & Storage Performance by 265%

 

Hardware

HONOR’s new DMA-BUF direct I/O patches deliver 3776MB/s throughput—a 265% performance gain—for AI model loading, UFS4.0 storage, and real-time data streaming. Learn how this tech reduces latency, power use, and RAM overhead.

Breakthrough in Storage Performance: Direct I/O for DMA-BUF

Smart device innovator HONOR has unveiled a game-changing patch series enabling direct I/O support for DMA-BUF via the DMA_BUF_IOCTL_RW_FILE flag. This advancement eliminates page-cache bottlenecks, slashes latency, and accelerates throughput—critical for AI workloads, real-time data processing, and high-speed storage.

Why This Matters for AI & High-Performance Computing

  • 4.8x faster throughput: From 1032MB/s to 3776MB/s on UFS4.0 storage (capable of 4GB/s).

  • Lower latency than UDMABUF, reducing delays in AI model loading and task snapshots.

  • Reduced power consumption: Bypassing buffered I/O cuts memory copies and CPU overhead.

"This optimization is a milestone for edge AI, where storage speed dictates real-time responsiveness."


Technical Deep Dive: How DMA-BUF Direct I/O Works

1. Eliminating Page-Cache Overhead

Traditional buffered I/O forces data through the Linux page cache, adding latency. HONOR’s patch bypasses this layer, enabling direct storage-to-application transfers.

2. Memory Efficiency Gains

  • Zero-copy architecture: Removes redundant data duplication.

  • Lower RAM usage: Critical for mobile devices and embedded AI systems.

3. Benchmark Results

MetricBefore PatchAfter PatchImprovement
Throughput1032MB/s3776MB/s265% faster
LatencyHigherReduced~40% lower
Power EfficiencyModerateOptimizedLess CPU/IO

FAQ: 

Q: How does this compare to NVIDIA’s GPUDirect?

A: Focused on storage I/O rather than GPU DMA, but complementary for full-stack acceleration.

Q: Will this patch benefit Android devices?

A: Yes—especially flagship phones and AI-powered wearables using UFS storage.

Q: When will this be merged into Linux mainline?

A: HONOR is actively submitting patches; follow [Linux Kernel Mailing List] for updates.


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