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Lifeng Nai edited this page Mar 23, 2015
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4 revisions
Welcome to the GraphBIG wiki!
GraphBIG is a graph benchmarking effort initiated by IBM System G and Georgia Tech HPArch. It covers the broad spectrum of graph computing by fulfilling multiple major requirements, including framework, representativeness, coverage, and graph data support.
GraphBIG contains the following main features
Framework: based on the property graph framwork from real-world graph computing practices
Representativeness: workloads are selected from real-world use cases
Coverage: covers all graph computation types, much more than just graph traversal
GPU: provides GPU workloads under the unified framework
Dataset: provides both real-world and synthetic datasets
C++ code base: pure C++ code requiring only C++0x. can be supported by most gcc versions
Standalone package: can be compiled without external libraries
Perf tools: provides tools to profile the code section of interest with hardware performance counters (libpfm code is integrated)