LDBC Graphalytics: A benchmark for large-scale graph analysis on parallel and distributed platforms
In this paper we introduce LDBC Graphalytics, a new industrial-grade benchmark for graph
analysis platforms. It consists of six deterministic algorithms, standard datasets, synthetic
dataset generators, and reference output, that enable the objective comparison of graph
analysis platforms. Its test harness produces deep metrics that quantify multiple kinds of
system scalability, such as horizontal/vertical and weak/strong, and of robustness, such as
failures and performance variability. The benchmark comes with open-source software for …
analysis platforms. It consists of six deterministic algorithms, standard datasets, synthetic
dataset generators, and reference output, that enable the objective comparison of graph
analysis platforms. Its test harness produces deep metrics that quantify multiple kinds of
system scalability, such as horizontal/vertical and weak/strong, and of robustness, such as
failures and performance variability. The benchmark comes with open-source software for …
[PDF][PDF] Ldbc graphalytics: A benchmark for large-scale graph analysis on parallel and distributed platforms, a technical report
In this paper we introduce LDBC Graphalytics, a new industrial-grade benchmark for graph
analysis platforms. It consists of six deterministic algorithms, standard datasets, synthetic
dataset generators, and reference output, that enable the objective comparison of graph
analysis platforms. Its test harness produces deep metrics that quantify multiple kinds of
system scalability, such as horizontal/vertical and weak/strong, and of robustness, such as
failures and performance variability. The benchmark comes with opensource software for …
analysis platforms. It consists of six deterministic algorithms, standard datasets, synthetic
dataset generators, and reference output, that enable the objective comparison of graph
analysis platforms. Its test harness produces deep metrics that quantify multiple kinds of
system scalability, such as horizontal/vertical and weak/strong, and of robustness, such as
failures and performance variability. The benchmark comes with opensource software for …
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