A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics

Author:

Shanbhag Anil1,Madden Samuel1,Yu Xiangyao2

Affiliation:

1. Massachusetts Institute of Technology, Boston, MA, USA

2. University of Wisconsin-Madison, Madison, WI, USA

Publisher

ACM

Reference48 articles.

1. 1000X faster data exploration with GPUs. https://www.omnisci.com/blog/mapd. 1000X faster data exploration with GPUs. https://www.omnisci.com/blog/mapd.

2. BlazingDB. https://blazingdb.com. BlazingDB. https://blazingdb.com.

3. CUDA C Programming Guide. http://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html. CUDA C Programming Guide. http://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html.

4. GPU-Accelerated Supercomputers Change the Balance of Power on the TOP500. https://bit.ly/2UcBInt. GPU-Accelerated Supercomputers Change the Balance of Power on the TOP500. https://bit.ly/2UcBInt.

5. Kinetica. https://kinetica.com/. Kinetica. https://kinetica.com/.

Cited by 52 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. Data-Aware Adaptive Compression for Stream Processing;IEEE Transactions on Knowledge and Data Engineering;2024-09

2. ArcaDB: A Disaggregated Query Engine for Heterogenous Computational Environments;2024 IEEE 17th International Conference on Cloud Computing (CLOUD);2024-07-07

3. Towards Comprehending Energy Consumption of Database Management Systems - A Tool and Empirical Study;Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering;2024-06-18

4. SIMDified Data Processing - Foundations, Abstraction, and Advanced Techniques;Companion of the 2024 International Conference on Management of Data;2024-06-09

5. Accelerating GPU Data Processing using FastLanes Compression;Proceedings of the 20th International Workshop on Data Management on New Hardware;2024-06-09

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