Next-Generation Distributed Graph Engine for Big Graphs

该项目旨在开发一个高效、可扩展的分布式图引擎来处理大图。特别是，我们将研究分布式实时图引擎的基础，重点关注图存储和图算子，然后为一组具有代表性的图挖掘和查询处理任务提供解决方案。该项目的预期成果包括理论基础和一个可扩展的实时图引擎来处理大图，以及一个用于评估和展示实际价值的系统原型。该项目的成功将为网络安全、电子商务、卫生和道路网络等许多重要应用带来重大好处。

This project aims to develop an efficient and scalable distributed graph engine to process big graphs. In particular, we will investigate the foundations for the distributed real-time graph engine, focusing on graph storage and graph operators, and then provide solutions for a set of representative graph mining and query processing tasks. Expected outcomes of this project include theoretical foundations and a scalable real-time graph engine to process big graphs as well as a system prototype for evaluation and to demonstrate the practical value. Success in this project should see significant benefits for many important applications such as cybersecurity, e-commerce, health and road networks.