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FPGA Acceleration for Big Data Analytics: Challenges and Opportunities
2021
IEEE Circuits and Systems Magazine
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. However, networking and storage continue to provide both higher throughput and lower latency, which
doi:10.1109/mcas.2021.3071608
fatcat:ywvymvx6bvc4dhytbgjcoqov2u