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GC: A Graph Caching System for Subgraph/Supergraph Queries

机译:GC:用于子图/上图查询的图形缓存系统

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Wo demonstrate a graph caching system GC for expediting subgraph/supergraph queries, which are computationally expensive due to the entailed NP-Complete subgraph isomorphism problem. Unlike existing caching systems for fast data access where each cache hit saves one disk I/O. GC reduces the computational costs due to subgraph isomorphism testing. Moreover, GC harnesses both subgraph and supergraph cache hits, extending the traditional exact-match-only hit. thus resulting in significant speedups. Furthermore, GC features dashboards for both skilled developers and general end-users: the former could investigate and experiment with alternative components/mechanisms while the latter could look into the principle of GC through a number of demonstration scenarios.
机译:Wo展示了用于加速子图/上图查询的图缓存系统GC,由于存在NP-完全子图同构问题,因此在计算上是昂贵的。与用于快速数据访问的现有缓存系统不同,每个高速缓存命中可节省一个磁盘I / O。由于子图同构测试,GC降低了计算成本。此外,GC还利用了子图和超图缓存命中,从而扩展了传统的仅精确匹配命中。因此导致明显的加速。此外,GC还为熟练的开发人员和一般最终用户提供了仪表板:前者可以研究和试验替代组件/机制,而后者可以通过许多演示场景来研究GC的原理。

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