Primeball: A Parallel Processing Framework Benchmark for Big Data Applications in the Cloud

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Provided by: Université de Limoges
Topic: Cloud
Format: PDF
In this paper, the authors draw the specifications of a novel bench-mark for comparing parallel processing frameworks in the context of big data applications hosted in the cloud. They aim at filling several gaps in already existing cloud data processing benchmarks, which lack a real-life context for their processes, thus losing relevance when trying to assess performance for real applications. Hence, they propose a fictitious news site hosted in the cloud that is to be managed by the framework under analysis, together with several objective use case scenarios and measures for evaluating system performance.
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