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Chapel Graph Library (CGL)

Talkat CHIUW 2019 · on Saturday, 2019-06-22
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The project presents a hypergraph-backed graph library built on Chapel that exposes a global-view API and implements graphs (bipartite, directed, undirected, trees) on top of hypergraphs, plus an aggregation buffer (CAL) to batch fine-grained updates. Benchmarks compare CGL to C/C++ implementations, show comparable single-node speed and limited scalability at high thread counts, and identify hotspots fixed by adjacency caching and atomic edge-claiming. Useful specifics: Chapel Graph Library (CGL), Chapel Aggregation Library (CAL), hypergraph-backed graphs.

AI-written summary · about

  1. 0:00Start
  2. 2:51Background: Chapel HyperGraph Library (CHGL)
  3. 14:45Advertisement: Irregular Toolkit
  4. 22:10Benchmark - Triangle Counting
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