… amount of existing benchmarks/benchmark suites reflects their … Furthermore, BigDataBench
offers 44 BD and AI benchmarks … (online services, offline analytics, graph analytics, AI, data …

… BigBench [6, 15] is an end-to-end application-level big data benchmark that represents a
data … We don’t know enough to make a big data benchmark suite-an academia-industry view. …

… We cite in this category BigBench [8], an application-level Big Data analytics benchmarking
suite … processing; BigDataBench [21], an open source benchmarking solution coupled with a …

… The goal of this paper is to present a new benchmark suite … of the usefulness of our
benchmark suite to compare real DSPSs by … BigDataBench [18] is a more recent suite of big data …

… choosing the right data management framework based on … benchmark for two widely used
Big Data analytics tools, namely Apache Spark and Hadoop MapReduce, on a common data …

… on the big data systems. We also discuss some related big data benchmarks and studies
on … of standardized big data and workload generators and benchmark suites are out of the …

… HiBench [32] and BigDataBench [47] compare systems performance for analyzing semi-structured
big data, … The hibench benchmark suite: Characterization of the mapreduce-based …

… Sparkbench: a comprehensive benchmarking suite for in memory data analytic platform
spark. In: Proceedings of the 12th ACM international conference on computing frontiers; 2015. p. …

… popular big data benchmark suites like TPCx-BB, YCSB, GridMix, BigBench, and Bigdata
Bench… Its versatility is reflected in the inclusion of micro benchmarks, online service workloads, …

… In particular, we introduce five categories of big data benchmarks including (1) Map-Reduce …
about a streaming benchmark [23] and a big data benchmark suite, ie, BigDataBench [22]. …