h-Hash: A Hash Index Structure for Flash-Based Solid State Drives

Author:

Kim Bo-Kyeong1,Lee Sang-Won2,Lee Dong-Ho1

Affiliation:

1. Department of Computer Science and Engineering, Hanyang University, 408-1, 4th Engineering Building, 55 Hanyangdaehak-ro, Sangnok-gu, Ansan-si, Gyeonggi-do 426-791, South Korea

2. Department of Computer Science and Engineering, Sunkyunkwan University, Suwon 440-746, South Korea

Abstract

Flash-based solid state drives (SSDs) have been widely used as storage medium because of their fast access speed, high reliability and low power consumption. In spite of these advantages, they inherit distinct characteristics such as no in-place updates, asymmetric operation speed and unit because they consist of NAND flash memories. Therefore, a disk-based hash index structure may result in severe performance degradation if it is directly deployed on a NAND flash memory-based storage system. In this paper, we propose a new hybrid hash index structure for flash-based SSDs. It delays and reduces the split operations which cause slow block erasure and additional read and write operations by exploiting overflow buckets according to the ratio of updates and deletions. Through various performance evaluations, we show the superiority of our proposed index structure by comparing it to other hash index structures for flash-based SSDs.

Publisher

World Scientific Pub Co Pte Lt

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Electrical and Electronic Engineering,Hardware and Architecture

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. TieredHM: Hotspot-Optimized Hash Indexing for Memory-Semantic SSD-Based Hybrid Memory;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-06

2. Merging and Prioritizing Optimization in Block I/O Scheduling of Disk Storage;Journal of Circuits, Systems and Computers;2021-02-18

3. SAL-Hashing: A Self-Adaptive Linear Hashing Index for SSDs;IEEE Transactions on Knowledge and Data Engineering;2020-03-01

4. A Group-Based Buffer Management for SSD;Journal of Circuits, Systems and Computers;2019-11

5. Indexing in flash storage devices: a survey on challenges, current approaches, and future trends;The VLDB Journal;2019-08-03

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