README
¶
GRAPE
Install and run
A Go implementation of Distributed Graph Computations.
The communication library is based on grpc, so you should run the following commands for installing grpc
go get -v -u "github.com/gogo/protobuf/{proto,protoc-gen-gogo,gogoproto,protoc-gen-gofast}"
In this project, there are two branches. The 'master' branch is implemented as edge cut and 'vertexcut' branch is a vertex-cut implementation.
For running the project, you can work as
cd src
go run master.go &
go run worker*.go id total_workers
The id is start from 1 and the total_workers is the number of workers you want.
For example:
cd src
go run master.go &
go run worker1.go 1 2
go run worker1.go 2 2
The test_data/config.txt is the config file for master as slaves.
The first line indicates the master's ip:port, and the following lines corresponds to the workers'.
Brief Introduction
We introduce our new graph-parallel model: subgraph-centric programming and vertex-cut partitioning heterogeneous model (SVHM).
Briefly, SVHM opens up the entire subgraph of each partition to the user-function, retaining the inherent advantages of the subgraph-centric model such as less communication overhead and faster convergency.
By integrating the \emph{vertex-cut} partitioning scheme into the model, SVHM is able to process the large-scale power-law graphs efficiently.
For more details, you can reference here
Directories