FPGA Acceleration for Big Data Analytics: Challenges and Opportunities

IEEE Circuits and Systems Magazine(2021)

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摘要
The big data revolution has ushered an era with ever increasing volumes and complexity of data requiring ever faster computational analysis. During this very same era, CPU performance growth has been stagnating, pushing the industry to either scale their computation horizontally using multiple nodes in datacenters, or to scale vertically using heterogeneous components to reduce compute time. Howev...
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关键词
Prototypes,Computer architecture,Standardization,Reconfigurable logic,Big Data,Throughput,Hardware
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