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Raw Filtering of JSON Data on FPGAs
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由 T Hahn 著作2022被引用 8 次 — We present FPGA-based primitives for filtering strings, numbers and also number ranges. In addition, a primitive respecting the basic structure of JSON data is ...
Raw filtering of JSON data on FPGAs - ACM Digital Library
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2022年5月31日 — The proposed raw filter primitives are designed to allow for their composition according to a given filter expression of a query. Thus, complex ...
Raw Filtering of JSON Data on FPGAs
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Abstract—Many Big Data applications include the processing of data streams on semi-structured data formats such as JSON. A disadvantage of such formats is ...
Raw Filtering of JSON Data on FPGAs
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2022年5月11日 — Our results show that up to 94.3% of the raw data can be filtered without producing any observed false-positives using only a few hundred LUTs.
[PDF] Raw Filtering of JSON Data on FPGAs
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This work presents FPGA-based primitives for filtering strings, numbers and also number ranges and a primitive respecting the basic structure of JSON data ...
Raw Filtering of JSON Data on FPGAs | Request PDF
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In addition, a primitive respecting the basic structure of JSON data is proposed that can be used to further increase the accuracy of introduced raw filters.
Hahn, Tobias: Raw Filtering of JSON Data on FPGAs
Technische Universität Ilmenau
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Technische Universität Ilmenau
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Title in English: Raw Filtering of JSON Data on FPGAs ; Author: Hahn, Tobias;Becher, AndreasTU;Wildermann, Stefan;Teich, Jurgen ; Year of publication: 2022 ; Open- ...
Auto-Tuning of Raw Filters for FPGAs
IEEE Xplore
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IEEE Xplore
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由 T Hahn 著作2022被引用 4 次 — Many Big Data applications include the processing of data streams on semi-structured data formats such as JSON.
An FPGA Avro Parser Generator for Accelerated Data ...
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由 T Hahn 著作被引用 1 次 — Raw filtering is a selection technique on the raw byte stream of serialized JSON data. As such, it does not require to parse JSON records completely, but only ...
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Tobias Hahn (0009-0005-4513-0161)
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Raw Filtering of JSON Data on FPGAs. Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022.