In-memory database acceleration on FPGAs: a survey
While FPGAs have seen prior use in database systems, in recent years interest in using
FPGA to accelerate databases has declined in both industry and academia for the following …
FPGA to accelerate databases has declined in both industry and academia for the following …
Energy-efficient database systems: A systematic survey
B Guo, J Yu, D Yang, H Leng, B Liao - ACM Computing Surveys, 2022 - dl.acm.org
Constructing energy-efficient database systems to reduce economic costs and
environmental impact has been studied for 10 years. With the emergence of the big data …
environmental impact has been studied for 10 years. With the emergence of the big data …
Navigating big data with high-throughput, energy-efficient data partitioning
The global pool of data is growing at 2.5 quintillion bytes per day, with 90% of it produced in
the last two years alone [24]. There is no doubt the era of big data has arrived. This paper …
the last two years alone [24]. There is no doubt the era of big data has arrived. This paper …
[PDF][PDF] 数据密集型科学与工程: 需求和挑战
宫学庆, 金澈清, 王晓玲[1, 张蓉, 周傲英[1 - 2012 - cjc.ict.ac.cn
摘要科学研究在经历了实验科学, 理论科学, 计算科学阶段后, 进入了数据密集型科学阶段,
与之相伴的是大数据时代的到来. 大数据泛指规模达到几百TB, 甚至PB 级的数据① …
与之相伴的是大数据时代的到来. 大数据泛指规模达到几百TB, 甚至PB 级的数据① …
A many-core architecture for in-memory data processing
For many years, the highest energy cost in processing has been data movement rather than
computation, and energy is the limiting factor in processor design [21]. As the data needed …
computation, and energy is the limiting factor in processor design [21]. As the data needed …
[PDF][PDF] Program your (custom) SIMD instruction set on FPGA in C++.
ABSTRACT Field Programmable Gate Arrays (FPGAs) are more and more becoming a
viable option for implementing data processing pipelines as their computing capacity as well …
viable option for implementing data processing pipelines as their computing capacity as well …
Hardware accelerated application integration processing: Industry paper
The growing number of (cloud) applications and devices massively increases the
communication rate and volume pushing integration systems to their (throughput) limits …
communication rate and volume pushing integration systems to their (throughput) limits …
The collection Virtual Machine: an abstraction for multi-frontend multi-backend data analysis
Getting the best performance from the ever-increasing number of hardware platforms has
been a recurring challenge for data processing systems. In recent years, the advent of data …
been a recurring challenge for data processing systems. In recent years, the advent of data …
Hybrid FPGA approach for a B+ tree in a Semantic Web database system
D Heinrich, S Werner, M Stelzner… - … -centric Systems-on …, 2015 - ieeexplore.ieee.org
In this paper we present a hybrid index structure which is allocated in a Field Programmable
Gate Array (FPGA) and a traditional CPU-based host system. The used index structure of …
Gate Array (FPGA) and a traditional CPU-based host system. The used index structure of …
SIMDified Data Processing-Foundations, Abstraction, and Advanced Techniques
D Habich, J Pietrzyk - Companion of the 2024 International Conference …, 2024 - dl.acm.org
Query execution techniques in database systems are constantly adapting to novel hardware
features in order to improve query performance, in particular for analytical queries. In the last …
features in order to improve query performance, in particular for analytical queries. In the last …