Out-of-core multigrid solver for streaming meshes

  • Authors:
  • Xiaohan Shi;Hujun Bao;Kun Zhou

  • Affiliations:
  • Zhejiang University;Zhejiang University;Zhejiang University

  • Venue:
  • ACM SIGGRAPH Asia 2009 papers
  • Year:
  • 2009

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Abstract

We present an out-of-core multigrid for solving the Poisson equation defined over gigantic meshes. This enables gradient-domain operations on out-of-core meshes with irregular connectivity. Taking a streaming mesh and boundary constraints as input, our solver builds a multigrid hierarchy and refines the multigrid solution progressively by performing all operations as streaming computations. A set of rules are carefully designed to make neighboring multigrid nodes perform tasks cooperatively and efficiently. With a sublinear memory growth with respect to the number of mesh vertices, our approach handles meshes with 14M vertices using merely 84MB of memory, while an equivalent in-core multigrid implementation fails to fit into 2GB memory space.