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cs.DB2024
ZipCache: A DRAM/SSD Cache with Built-in Transparent Compression
Rui Xie, Linsen Ma, Alex Zhong +2
As a core component in modern data centers, key-value cache provides high-throughput and low-latency services for high-speed data processing. The effectiveness of a key-value cache…
cs.LG2024
SmartQuant: CXL-based AI Model Store in Support of Runtime Configurable Weight Quantization
Rui Xie, Asad Ul Haq, Linsen Ma +5
Recent studies have revealed that, during the inference on generative AI models such as transformer, the importance of different weights exhibits substantial context-dependent vari…