Statistical Characterization of Business-Critical Workloads Hosted in Cloud Datacenters

Invited Talk, SPEC RG Cloud Group

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We discuss in this talk our past and present experience with the Graphalytics project. Graphalytics is an industrial-grade benchmark that enables the objective comparison of graph analysis platforms. It consists of six core algorithms, standard datasets, synthetic dataset generators, and reference output. The design of the benchmark takes into account that graph processing is impeded by three dimensions of diversity: platform, algorithms and datasets.