A survey on big data processing infrastructure: evolving role of FPGA
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Authors
Nunna, K.C.
Madipour, Farhad
Trouve, A.
Murakami, K.J.
Madipour, Farhad
Trouve, A.
Murakami, K.J.
Author ORCID Profiles (clickable)
Degree
Grantor
Date
2015
Supervisors
Type
Journal Article
Ngā Upoko Tukutuku (Māori subject headings)
Keyword
big data processing
data analytics infrastructure
3D/multi-FPGA System
data analytics infrastructure
3D/multi-FPGA System
ANZSRC Field of Research Code (2020)
Citation
Nunna, K C., Mehdipour, F., Trouve, A., & Murakami, K J. (2015). A Survey on Big Data Processing Infrastructure: Evolving Role of FPGA. International Journal of Big Data Intelligence, 2(3), pp.145-156. doi:10.1504/IJBDI.2015.070599
Abstract
In today’s commercial world, information is becoming a major economic resource thus leading to a statement - Information is wealth. It is a technical challenge for computer systems in managing and analyzing the large volumes of data coming from a variety of resources continuously over a period. Experts are in a mood of moving towards alternative hardware platforms for achieving high-speed data processing and analysis especially for streaming applications.
In this paper,
(a) existing trends in big data processing and the necessary systems involved are studied by performing a survey on available platforms,
(b) recommended features and suitable hardware systems are proposed based on the operations involved in the processing. Investigation shows that, in combination with CPU and along with GPU, FPGA is a possible alternative. It can be a part of the heterogeneous platform featuring parallelism, pipelining and high performance for the operations involved in big data processing.
Publisher
InderScience Publishers
Permanent link
Link to ePress publication
DOI
doi:10.1504/IJBDI.2015.070599
Copyright holder
InderScience Publishers
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