bigframeteam / BigFrame

BigFrame is not a single benchmark, it is actually a benchmark generator!
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BigFrame

BigFrame is a benchmark generator for big data analytics, which means that it can instantiate different kinds of benchmarks. Unlike the exsiting benchmarks, e.g TPCDS, HiveBench, etc. which are either micro-benchmarks or benchmarks in very specific domains, making them not fit into the big data enviroment taday, BigFrame can instead generate the bechmark tailored to a specific set of data and workload requirements.

For example, some enterprises may be grappling with increasing data volumes; with the variety and velocity of their data not being pressing concerns. Some other enterprises may be interested in benchmarking systems that can handle larger volumes and variety of data; but with the volume of unstructured data dominating that of the structured data by orders of magnitude. A third category of enterprises may be interested in understanding reference architectures for data analytics applications that need to deal with large rates of streaming data (i.e., large velocity of data).

For more information about BigFrame, please refer to the wiki.