Abstract: Persistent key-value stores on SSDs, such as RocksDB, are critical to many data-intensive services where performance is tightly coupled with I/O workload behavior. However, existing studies ...
State Space Models (SSMs) have emerged as efficient alternatives to Transformers, mitigating their quadratic computational cost. However, the application of Parameter-Efficient Fine-Tuning (PEFT) ...
Abstract: Modern cloud databases expose hundreds of tunable parameters whose optimal configuration remains challenging due to complex interdependencies and dynamic workloads. This study presents a ...
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