graphbig / GraphBIG-Doc

Documents for GraphBIG Benchmark Suite

  ________                    .__   __________.___  ________
 /  _____/___________  ______ |  |__\______   \   |/  _____/
/   \  __\_  __ \__  \ \____ \|  |  \|    |  _/   /   \  ___
\    \_\  \  | \// __ \|  |_> >   Y  \    |   \   \    \_\  \
 \______  /__|  (____  /   __/|___|  /______  /___|\______  /
        \/           \/|__|        \/       \/            \/

GraphBIG-Doc

Overview

GraphBIG is a graph benchmarking effort initiated by Georgia Tech HPArch and IBM System G. Please refer to GraphBIG for source code of GraphBIG benchmarks.

GraphBIG-Doc repositoray contains documents of GraphBIG benchmark suites, including introduction documents, compile/execution arguments, and advanced programming guide.

Documents

HOWTO/ directory:

• HOWTO-compile.md: how to compile GraphBIG
• HOWTO-run.md: how to run GraphBIG benchmarks
• HOWTO-perf.md: how to profile GraphBIG with hardware performance counters
• HOWTO-simulate.md: how to simulate GraphBIG with detailed timing simulation

advanced/ directory:

• Dataset-import.md: how to import new datasets into GraphBIG
• OpenG-programming-guide.md: programming guide for openG graph framework

Basic usage

• CPU benchmarks:

$ git clone https://github.com/graphbig/graphBIG.git GraphBIG
$ cd GraphBIG
$ cd benchmark
$ make clean all
$ cd [bench dir]
$ make run
$ cat output.log

• GPU benchmarks:

$ git clone https://github.com/graphbig/graphBIG.git GraphBIG
$ cd GraphBIG
$ cd gpu_bench
$ make clean all
$ cd [bench dir]
$ make run
$ cat output.log

GraphBIG Directories

Directory	Contents
benchmark	CPU benchmarks (default)
gpu_bench	GPU benchmarks
csr_bench	CPU benchmarks using CSR data format
common	Supporting library
openG	Graph computing framework
tools	Profiling tools
dataset	Sample dataset

Publication

Lifeng Nai, Yinglong Xia, Ilie G. Tanase, Hyesoon Kim, and Ching-Yung Lin. GraphBIG: Understanding Graph Computing in the Context of Industrial Solutions, To appear in the proccedings of the International Conference for High Performance Computing, Networking, Storage and Analysis(SC), Nov. 2015

Tutorial

The World is Big and Linked: Whole Spectrum Industry Solutions towards Big Graphs, IEEE BigData 2015, Oct. 2015

Contact us

1. Submit "Issues" on GitHub
2. Email: Lifeng Nai (lnai3 at gatech.edu / nailifeng at gmail.com)