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CXL生態系統架構
一覽支援SMART Modular記憶體的CXL生態系統架構。
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SMART CXL記憶體技術文件下載。 更多產品資訊與型錄，請造訪產品頁或解決方案介紹頁。
Vertical Market Pieces
White Papers
Technical Brief
CXL展示影片
Astera Labs與SMART Modular聯合展示CXL技術如何擴充記憶體容量、提升I/O效能，進而強化AI推論表現。
下方表格整理了影片中CXL AIC擴充卡效能提升的重點摘要。
| Category | Traditional System (No CXL) |
CXL System (SMART Modular LEO CXL Memory Cards) |
Improvement |
|---|---|---|---|
| Available Memory | Local memory only, 768GB | Additional 2TB CXL memory | Over 3x capacity expansion |
| Max Inference Batches | Bottlenecks beyond 16 batches | Scales up to 88 batches | 5.5x increase in workload size |
| GPU Utilization | ~70% average | ~90% average | ~20% higher GPU usage |
| Latency & Throughput | Significant performance drop beyond 20 batches |
Stable and continuous improvement | Eliminates major performance decay |
| Storage I/O Load | Frequent SSD access, higher latency | More computations handled in memory | Reduced SSD I/O pressure & latency |
| System Management | No visibility into extended memory details | Cosmos software provides monitoring for firmware, link speed, temperature, and DDR parameters |
Enhanced monitoring & management |
| Application Scenarios | Small-to-medium AI inference | Large-scale AI & data-intensive workloads | Improved scalability and AI deployment readiness |
精選文章與評論
05/21/2025
“...in a world where memory is often the bottleneck, this could be a game changer for how modern servers are built and scaled.”
– By Chern Lin Low, TECH CRITTER
– By Chern Lin Low, TECH CRITTER
瞭解CXL解決方案詳情
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