Topic: memory compression

  • One PCIe Device Could Triple DDR4 Memory Capacity for Hyperscalers

    One PCIe Device Could Triple DDR4 Memory Capacity for Hyperscalers

    The Marvell Structera X 2404 is a CXL-based memory expander that allows hyperscale operators to reuse decommissioned DDR4 modules, creating up to 1.5TB of physical memory capacity and reducing costs from new DRAM purchases. Both the DDR4-focused X 2404 and the higher-performance DDR5-based X 2504...

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  • DeepSeek's Breakthrough: Supercharging AI Memory

    DeepSeek's Breakthrough: Supercharging AI Memory

    DeepSeek addresses the "context rot" issue in large language models by converting text into image tokens, which preserves information while using significantly fewer tokens than traditional text processing methods. Their system employs a layered compression technique that stores older or less imp...

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