选题推荐

• 基于机器学习等方法优化 I/O 调度

  • uFLIP-OC: Understanding Flash I/O Patterns on Open-Channel Solid-State Drives

  • OC-Cache: An Open-channel SSD Based Cache for Multi-Tenant Systems

  • Host-Level Workload-Aware Budget Compensation I/O Scheduling for Open-Channel SSDs

  • Work-in-Progress: A Deep Learning Strategy for I/O Scheduling in Storage Systems

• 面向多租户的 I/O 资源隔离

  • OC-Cache: An Open-channel SSD Based Cache for Multi-Tenant Systems

  • OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs

• 基于 Zoned Storage 实现文件系统或KVDB

  • Zoned Storage

  • ZenFS: RocksDB Storage Backend for ZNS SSDs and SMR HDDs

  • Accelerating RocksDB with Zoned Namespaces

• 实现外盘算法（如基于 SPDK）

  • 外盘排序

    • Efficient and Scalable External Sort Framework for NVMe SSD

    • Accelerating External Sorting via On-the-fly Data Merge in Active SSD

    • KioxiaSort: Sorting 1TB by 89K Joules

  • 图算法

    • Large-Scale Graph Processing on Emerging Storage Devices

    • Practicably Boosting the Processing Performance of BFS-like Algorithms on Semi-External Graph System via I/O-Efficient Graph Ordering

  • 训练神经网络

    • FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks