SSD QoS Improvements through Machine Learning

Author:

Chakraborttii Chandranil1,Sinha Vikas2,Litz Heiner1

Affiliation:

1. University of California, Santa Cruz, Santa Cruz, California

2. Samsung Semiconductors Inc. San Jose, California

Publisher

ACM

Reference5 articles.

1. Felix A Gers Jürgen Schmidhuber and Fred Cummins. 1999. Learning to forget: Continual prediction with LSTM. (1999). Felix A Gers Jürgen Schmidhuber and Fred Cummins. 1999. Learning to forget: Continual prediction with LSTM. (1999).

2. Milad Hashemi Kevin Swersky Jamie A Smith Grant Ayers Heiner Litz Jichuan Chang Christos Kozyrakis and Parthasarathy Ranganathan. 2018. Learning Memory Access Patterns. (2018). arXiv:arXiv preprint arXiv:1803.02329 Milad Hashemi Kevin Swersky Jamie A Smith Grant Ayers Heiner Litz Jichuan Chang Christos Kozyrakis and Parthasarathy Ranganathan. 2018. Learning Memory Access Patterns. (2018). arXiv:arXiv preprint arXiv:1803.02329

3. Sepp Hochreiter and Jürgen Schmidhuber. 1997. Long short-term memory. Neural computation 9 8 (1997) 1735--1780. 10.1162/neco.1997.9.8.1735 Sepp Hochreiter and Jürgen Schmidhuber. 1997. Long short-term memory. Neural computation 9 8 (1997) 1735--1780. 10.1162/neco.1997.9.8.1735

4. Machine learning-based prefetch optimization for data center applications

5. Kent Smith. 2011. Garbage collection. SandForce Flash Memory Summit Santa Clara CA (2011) 1--9. Kent Smith. 2011. Garbage collection. SandForce Flash Memory Summit Santa Clara CA (2011) 1--9.

Cited by 8 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. MemFlex: A Hybrid Memory System to Boost Cost of Ownership in Data Centers;2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC);2024-07-02

2. Improving Insurance Fraud Detection With Generated Data;2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC);2024-07-02

3. Towards data generation to alleviate privacy concerns for cybersecurity applications;2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC);2023-06

4. A Space-Efficient Fair Cache Scheme Based on Machine Learning for NVMe SSDs;IEEE Transactions on Parallel and Distributed Systems;2023-01-01

5. Reducing write amplification in flash by death-time prediction of logical block addresses;Proceedings of the 14th ACM International Conference on Systems and Storage;2021-06-14

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3