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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ben Lee

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Book Open access Sep 2026

4Z-SSD: A Semantic-Aware Four-Zone SSD Architecture for Balancing Write Amplification and Flash-Level Parallelism

Modern SSDs face a fundamental trade-off between reducing write amplification and maximizing flash-level parallelism. Conventional FTL schemes improve resource utilization through aggressive data distribution, but incur higher garbage collection overhead by intermixing data with different update behaviors. In contrast,...

Dongjun Lee, Han Jang, Youngbin Jin et al. · 0 citations
Book Open access Sep 2026

BASIC-Prefetcher: Bin-based Address and Size-Informed Caching for AI-Driven SSD Workloads

Read latency is a critical bottleneck for NAND-based SSDs in AI-driven datacenter workloads, where model parameters and key-value data are frequently swapped between main memory and storage. Existing prefetching schemes operate on block-level address sequences that have been stripped of application context by the files...

Han Jang, Dongjun Lee, Youngbin Jin et al. · 0 citations

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