Computational CXL-Memory Solution for Accelerating Memory-Intensive Applications
CXL interface is the up-to-date technology that enables effective memory expansion by providing a memory-sharing protocol in configuring heterogeneous devices. However, its limited physical bandwidth can be a significant bottleneck for emerging data-intensive applications. In this work, we propose a...
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Veröffentlicht in: | IEEE computer architecture letters 2023-01, Vol.22 (1), p.5-8 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | CXL interface is the up-to-date technology that enables effective memory expansion by providing a memory-sharing protocol in configuring heterogeneous devices. However, its limited physical bandwidth can be a significant bottleneck for emerging data-intensive applications. In this work, we propose a novel CXL-based memory disaggregation architecture with a real-world prototype demonstration, which overcomes the bandwidth limitation of the CXL interface using near-data processing. The experimental results demonstrate that our design achieves up to 1.9× better performance/power efficiency than the existing CPU system. |
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ISSN: | 1556-6056 1556-6064 |
DOI: | 10.1109/LCA.2022.3226482 |