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A Survey on Efficient Subgraph Enumeration over Distributed Graphs
PhD Qualifying Examination Title: "A Survey on Efficient Subgraph Enumeration over Distributed Graphs" by Mr. Xun JIAN Abstract: Subgraph enumeration is a fundamental problem in graph theory. Given two graphs d and p, subgraph enumeration is to enumerate all subgraphs of the data graph d, which are isomorphic to the pattern graph p. It has a wide range of applications in sociology, chemistry, telecommunication, bioinformatics and networks. For example, a user may be interested in searching a special structure in social networks, to identify groups of people that may share certain properties. In a router network, finding specific structures can help detect nodes that play an important role in the communication. Moreover, querying patterns in a knowledge graph is essentially enumerating subgraphs with property constraints. Although subgraph enumeration has been applied in different areas in practice, the problem itself is computationally-hard. The underlying problem, called subgraph isomorphism, is known to be NP-complete. Also, the number of results of subgraph enumeration can be exponentially large, making the computation as well as the storage become even more challenging. The survey starts with an introduction to the concept and background of subgraph isomorphism and subgraph enumeration. Existing works are then described analyzed, based on the computation model and searching strategy. Different computation models and optimization strategies are also compared in different cases. Finally, it ends up with a discussion about the challenges and future research opportunities of subgraph enumeration. Date: Tuesday, 26 June 2018 Time: 1:00pm - 3:00pm Venue: Room 5560 Lifts 27/28 Committee Members: Prof. Lei Chen (Supervisor) Prof. Dimitris Papadias (Chairperson) Dr. Yangqiu Song Dr. Ke Yi **** ALL are Welcome ****