HiBench is an open sourced and Apache licensed big data benchmark suite that helps evaluate different big data frameworks in terms of speed, throughput and system resource utilizations. It contains a set of Hadoop, Spark and streaming workloads, including Sort, WordCount, TeraSort, PageRank, Bayes, Kmeans, enhanced DFSIO, etc. It also contains several streaming workloads for Spark Streaming, Storm and Samza. In this presentation, Carson Wang will introduce the features of HiBench and go through how to use HiBench to benchmark different big data frameworks. It will also cover tuning guides for workloads with different characterization.
