SDA:通用大数据分析系统的软件定义加速器

2016 IEEE Hot Chips 28 Symposium (HCS) Pub Date : 2016-08-01 DOI:10.1109/HOTCHIPS.2016.7936221

Jian Ouyang, Wei Qi, Yong Wang, YichenTu, Jing Wang, Bowen Jia

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引用次数: 20

摘要

•提出通用大数据加速器-设计通用大数据分析系统，如SparkSQL, HIVE -抽象SQL操作-提出SDA软硬件架构-通过FPGA实现SDA硬件-也为分布式系统设计SDA -数据流程序模型-资源按需-在Hotchips2014上演示SDA大数据和人工智能的可行性-SDA用于人工智能

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SDA: Software-Defined Accelerator for general-purpose big data analysis system

•Present general-purpose big data accelerator -Design for general-purpose big data analysis system, such as SparkSQL, HIVE -Abstract SQL operations -Propose the SDA hardware and software architecture -Implement SDA hardware by FPGA •SDA is also designed for distributed system -Data flow program model -Resource on-demand •Demonstrate the feasibility of SDA for big data and AI -SDA for AI on Hotchips2014

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来源期刊

2016 IEEE Hot Chips 28 Symposium (HCS)

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