JOURNAL ARTICLE

Performance Benchmarking of Infrastructure-as-a-Service (IaaS) Clouds with Cloud WorkBench

Abstract

The continuing growth of the cloud computing market has led to an unprecedented diversity of cloud services with different performance characteristics. To support service selection, researchers and practitioners conduct cloud performance benchmarking by measuring and objectively comparing the performance of different providers and configurations (e.g., instance types in different data center regions). In this tutorial, we demonstrate how to write performance tests for IaaS clouds using the Web-based benchmarking tool Cloud WorkBench (CWB). We will motivate and introduce benchmarking of IaaS cloud in general, demonstrate the execution of a simple benchmark in a public cloud environment, summarize the CWB tool architecture, and interactively develop and deploy a more advanced benchmark together with the participants.

Keywords:
Benchmarking Cloud computing Benchmark (surveying) Workbench Computer science Cloud testing Cloud service provider Operating system Software engineering Cloud computing security Visualization Data mining

Metrics

7
Cited By
2.18
FWCI (Field Weighted Citation Impact)
22
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
Software System Performance and Reliability
Physical Sciences →  Computer Science →  Computer Networks and Communications
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
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