Managing Large Graphs on Multi-Cores with Graph Awareness

  title={Managing Large Graphs on Multi-Cores with Graph Awareness},
  author={Vijayan Prabhakaran and Ming Wu and Xuetian Weng and Frank McSherry and Lidong Zhou and Maya Haradasan},
  booktitle={USENIX Annual Technical Conference},
Grace is a graph-aware, in-memory, transactional graph management system, specifically built for real-time queries and fast iterative computations. It is designed to run on large multi-cores, taking advantage of the inherent parallelism to improve its performance. Grace contains a number of graph-specific and multi-core-specific optimizations including graph partitioning, careful inmemory vertex ordering, updates batching, and loadbalancing. It supports queries, searches, iterative computations… CONTINUE READING
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