… BigDataBench contains a BD Generator Suite (BDGS) [51] that can generate synthetic … The
scalable science benchmarks are expected to run at full scale of the CORAL systems [2], and …

… questions on relevant Big Data and Analytics benchmarks. … We don’t know enough to
make a big data benchmark suite-an … BDGS: A Scalable Big Data Generator Suite in Big Data …

… will generate a huge amount of data [49]. In order to exploit this big data, a variety of big data
… Moreover, relative few benchmarks were proposed to evaluate big data processing systems…

… Besides TextBenDS’ features, ie, scalability and genericity, we … In Section 2, we present a
survey on existing big data and, … BDGS covers three representative data types (structured, semi…

… Furthermore, the data generator should be scalable in such a way that … Big Data Generator
Suite (BDGS) to generate synthetic data while protecting their inherent characteristics. BDGS …

… Explicit considerations like scalability, elasticity, and fault-tolerance are vital for big data …
The benchmark's ability to generate synthetic datasets with configurable parameters, such …

… Big data analytics has become an inevitable infrastructure tool for every one generating or
amassing large volumes of data at … benchmarked Apache-hosted software platforms for data …

… , RDD2SQL, on a benchmark of real-world Spark RDD … Our approach alleviates the
scalability bottleneck of CEGIS … manipulates unordered sets or bags, our relational language …

… data generation tools like BDGS, which generates synthetic data by scaling the real seed
data, … In our results, we first see how the Dacapo benchmarks and big data benchmarks vary in …

… quantify multiple kinds of systems scalability, weak and strong… Compared to traditional
benchmarking, benchmarking graph … for generating diverse yet controlled datasets at large scale, …