Data Processing Benchmarks

TL;DR

This paper reviews major data processing benchmarks, including transaction and decision support types, discusses emerging cloud benchmarking trends, and explores future challenges and directions in the field.

Contribution

It provides a comprehensive overview of existing benchmarks, recent trends in cloud benchmarking, and discusses key issues and future directions in data processing benchmarks.

Findings

Overview of major data processing benchmarks

Discussion of cloud benchmarking trends

Analysis of issues and future directions

Abstract

The aim of this article is to present an overview of the major families of state-of-the-art data processing benchmarks, namely transaction processing benchmarks and decision support benchmarks. We also address the newer trends in cloud benchmarking. Finally, we discuss the issues, tradeoffs and future trends for data processing benchmarks.