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An efficient FPGA-based database processor for fast database analytics
Proceedings - IEEE International Symposium on Circuits and Systems Số , năm 2016 (Tập 2016-July, trang 1758-1761)
ISSN: 123235
ISSN: 123235
DOI: 10.1109/ISCAS.2016.7538908
Tài liệu thuộc danh mục: ISI, Scopus
Proc IEEE Int Symp Circuits Syst
English
Từ khóa: Field programmable gate arrays (FPGA); Mobile devices; Reconfigurable hardware; Bitmap indexes; Capacity data; Embedded memory blocks; Global data; Logic elements; Low latency; Social networking services; Database systems
Tóm tắt tiếng anh
Recent years have witnessed a massive growth of global data due to the ubiquitous internet-of-thing products, social networking services, and mobile devices. Fast database analytics, therefore, has been increasingly attractive to numerous research. In this paper, a low-latency FPGA-based Database Processor (DBP) using bitmap index is proposed. By exploiting available embedded memory blocks and logic elements, a 50-MHz DBP is capable of performing 1,024 queries for entire 32,768 4-KB records within around 3.31 ms. In other words, the DBP can analyze a capacity data of nearly 37.76 GB per second. � 2016 IEEE.
