Tens of gigabytes per second JSON-to-Arrow conversion with FPGA accelerators
2021 International Conference on Field-Programmable Technology (ICFPT)（2021）
Abstract
JSON is a popular data interchange format for many web, cloud, and IoT systems due to its simplicity, human readability, and widespread support. However, applications must first parse and convert the data to a native in-memory format before being able to perform useful computations. Many big data applications with high performance requirements convert JSON data to Apache Arrow RecordBatches, the l...
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Key words
Performance evaluation,Data analysis,Publishing,Pipelines,Graphics processing units,Throughput,Energy efficiency
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