Cloud benchmarks

    • Big Data benchmark

      https://amplab.cs.berkeley.edu/benchmark/

      This benchmark measures response time on a handful of relational queries: scans, aggregations, joins, and UDF's, across different data sizes. Keep in mind that these systems have very different sets of capabilities.

    • Yahoo Cloud Service Benchmark

      https://github.com/brianfrankcooper/YCSB

    • PerfKitBenchmark

      https://github.com/GoogleCloudPlatform/PerfKitBenchmarker

      Perfkit Benchmarker contains set of benchmarks to measure and compare cloud offerings. The benchmarks use defaults to reflect what most users will see.

    • SparkBench

      https://github.com/SparkTC/spark-bench

      SparkBench is a Spark specific benchmarking suite. It comprises a representative and comprehensive set of workloads belonging to four different application types that currently supported by Spark, including machine learning, graph processing, streaming and SQL queries.

    • CloudSuite

      http://cloudsuite.ch/

      CloudSuite is a benchmark suite for cloud services. CloudSuite is available for researchers interested in pursuing research in the field of cloud computing and datacenters.