Graphalytics: a Big Data Benchmark for Graph-Processing Platforms

Invited Talk, LDBC TUC meeting in Barcelona, Spain

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We discuss in this talk our past and present experience with LDBC Graphalytics, 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.