Invited Talk, SPEC RG Cloud Group
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.