General components for graph processing with GPGPU

[gsvgit]

1 человек, 1 набор примитивов, 3-4 алгоритма. Статьи для доклада + статьи по которым реализация.

• Gunrock: a high-performance graph processing library on the GPU

• A compiler for throughput optimization of graph algorithms on GPUs

• Multi-GPU Graph Analytics

• GraphBIG: understanding graph computing in the context of industrial solutions

• Graph processing on GPUs: Where are the bottlenecks?

• Performance study of mapping irregular computations on GPUs

• Optimizing Graph Processing on GPUs

• BelRed: Constructing GPGPU graph applications with software building blocks

• Performance Evaluations of Graph Database using CUDA and OpenMP Compatible Libraries

• To implement

  • Programming GPGPU Graph Applications with Linear Algebra Building Blocks
  • Using OpenCL for Implementing Simple Parallel Graph Algorithms