彭鹏
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    教师介绍

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    邮箱地址:hnu16pp@hnu.edu.cn
    工作单位:湖南大学信息科学与工程学院软件工程系
    通信地址:湖南省长沙市岳麓区麓山南路湖南大学信息科学与工程学院
    个人情况简介:
    彭鹏于2009年毕业于北京师范大学信息科学与技术学院获得工学学士学位;2016年毕业于北京大学计算机科学技术研究所,获得工学博士学位。彭鹏于2016年8月入职湖南大学信息科学与工程学院软件工程系,任助理教授。2019年底晋升为副教授。目前其主要研究方向为“基于图的分布式知识图谱数据管理”。
    个人主页:https://bnu05pp.github.io/
    中文名: 彭鹏 英文名:
    学历: 博士 职称: 副教授
    联系电话: 电子邮件: hnu16pp@hnu.edu.cn
    研究方向: 知识图谱;分布式数据管理
    联系地址: 湖南大学信息科学与工程学院
    所属机构: 软件工程系学院教师
    个人简历

    研究兴趣:知识图谱; 大数据;云计算


    学术论文
    • *表示通讯作者,全部论文可查看本人DBLP

    • Peng Peng,Shengyi Ji,Lei Zou, M. TamerOzsu.Minimum Motif-Cut: A Workload-Aware RDF Graph Partitioning Strategy.VLDB J., 2024(CCF A)

    • Mingdao Li,Peng Peng*,Zheyuan Hu,Lei Zou,Zheng Qin.Variable-length Path Query Evaluation based onWorst-Case Optimal Joins. ICDE, 2024(CCF A)

    • Peng Peng*, Shengyi Ji, Zhen Tian, Hongbo Jiang, Weiguo Zheng, Xuecang Zhang. Locality Sensitive Hashing for Optimizing Subgraph Query Processing in Parallel Computing Systems.KDD, 2023(CCF A)

    • Peng Peng, M. Tamer Ozsu, Lei Zou*, Cen Yan, Chengjun Liu. MPC: Minimum Property-Cut RDF Graph Partitioning. ICDE, 2022(CCF A)

    • Yuejia Zhang, Weiguo Zheng*, Zhijie Zhang,Peng Peng, Xuecang Zhang. Hybrid Subgraph Matching Framework Powered by Sketch Tree for Distributed Systems.ICDE, 2022(CCF A)

    • Tongfeng Weng, Xu Zhou, Kenli Li,Peng Peng, Keqin Li. Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs.TPDS, 2022(CCF A)

    • Peng Peng, Qi Ge, Lei Zou, M. TamerOzsu, Zhiwei Xu, Dongyan Zhao. Optimizing Multi-Query Evaluation in Federated RDF Systems.TKDE, 2021(CCF A)

    • Jiewei Gu, Weiguo Zheng, Yuzheng Cai,Peng Peng. Towards Computing A Near-Maximum Weighted Independent Set on Massive Graphs.SIGKDD, 2021(CCF A)

    • Wensheng Luo, Xu Zhou, Jianye Yang,Peng Peng, Guoqing Xiao, Yunjun Gao. Efficient Approaches to Top-r Influential Community Search.IEEE Internet of Things Journal, 2021(SCI)

    • Ningchao Ge, Zheng Qin,Peng Peng, Lei Zou. FedTopK: Top-K Queries Optimization over Federated RDF Systems.DASFAA, 2021(CCF B)

    • Qing Wang,Peng Peng, Tianyao Tong, Zhen Tian, Zheng Qin. Keyword Search over Federated RDF Systems.DASFAA, 2020(CCF B)

    • Weiguo Zheng, Jiewei Gu,Peng Peng, Jeffrey Xu Yu. Efficient Weighted Independent Set Computation over Large Graphs.ICDE, 2020(CCF A)

    • Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao. Adaptive Distributed RDF Graph Fragmentation and Allocation based on Query Workload.TKDE, 2019(CCF A)

    • Peng Peng, Lei Zou, Runyu Guan. Accelerating Partial Evaluation in Distributed SPARQL Query Evaluation.ICDE, 2019(CCF A)

    • Qi Ge,Peng Peng, Zhiwei Xu, Lei Zou, Zheng Qin. FMQO: A Federated RDF System Supporting Multi-query Optimization.APWeb-WAIM, 2019(CCF C, Best Demo Award)

    • Mingdao Li,Peng Peng, Yang Xu, Hao Xia, Zheng Qin. Distributed Landmark Selection for Lower Bound Estimation of Distances in Large Graphs.APWeb-WAIM, 2019(CCF C)

    • Peng Peng. Distributed Query Evaluation over Large RDF Graphs.APWeb-WAIM Workshops, 2019(CCF C)

    • Peng Peng, Lei Zou, M. TamerOzsu, Dongyan Zhao. Multi-query Optimization in Federated RDF Systems.DASFAA, 2018(CCF B, Best Paper Award)

    • Peng Peng, Lei Zou, Zhenqin Du, Dongyan Zhao. Using partial evaluation in holistic subgraph search.Frontiers Comput. Sci., 2018(CCF C)

    • Jiaming Song, Xiaowang Zhang, Peng Peng, Zhiyong Feng, Lei Zou. MapSQ: A Plugin-based MapReduce Framework for SPARQL Queries on GPU.WWW (Companion Volume), 2018(CCF A)

    • Peng Peng, Lei Zou, Zheng Qin. Answering top-K query combined keywords and structural queries on RDF graphs.Inf. Syst., 2017(CCF B)

    • Peng Peng, Lei Zou, M. TamerOzsu, Lei Chen, Dongyan Zhao. Processing SPARQL queries over distributed RDF graphs.VLDB J., 2016(CCF A)

    • Peng Peng, Lei Zou, Lei Chen, Xuemin Lin, Dongyan Zhao. Answering subgraph queries over massive disk resident graphs.World Wide Web Journal, 2016(CCF B)

    • Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao. Query Workload-based RDF Graph Fragmentation and Allocation.EDBT, 2016(CCF B)

    • Peng Peng, Lei Zou, Dongyan Zhao. On the Marriage of SPARQL and Keywords.APWeb, 2015(CCF C)

    • Peng Peng, Lei Zou, Dong Wang, Dongyan Zhao. Holistic Subgraph Search over Large Graphs.WAIM, 2014(CCF C)

    • Peng Peng, Lei Zou, Lei Chen, Xuemin Lin, Dongyan Zhao. Subgraph Search over Massive Disk Resident Graphs.SSDBM, 2011(CCF C)

    • Lei Zou,Peng Peng, Dongyan Zhao. Top-K Possible Shortest Path Query over a Large Uncertain Graph.WISE, 2011(CCF C)


    主持项目

    分布式知识图谱结构化查询处理的性能优化技术研究,湖南省自然科学基金面上项目,主持人,2022.1.1-2024.12.31

    基于PK体系和鲲鹏体系的安全的自主可控图数据库管理系统,长沙市科技重大专项,主持人,2021.7.1-2024.6.30

    关联数据上基于图的分布式查询处理技术研究,国家自然科学基金青年基金项目,主持人,2018.1.1-2020.12.30

    分布式图数据管理系统上的语义数据管理问题研究,湖南省自然科学基金青年基金项目,主持人,2018.1.1-2020.12.30


    申请专利

    葛琪,彭鹏, 秦拯, 徐志伟,一种联邦型分布式RDF数据库上的多查询优化方法,中国专利,2019.5.8, 201910000166.6

    杨宇言,彭鹏,邓程,关润宇,秦拯,一种在联邦型RDF数据库中查询关键字的方法, 中国专利, 2018.5.24, 201810509701.6

    彭鹏,邹磊,赵东岩,贾爱霞,一种基于外存的图数据存储方法及子图查询方法,中国专利,2012.11.14,201110202697.7

    邹磊,彭鹏,赵东岩,贾爱霞,一种图上两点间最短路径查询法,中国专利,2014.6.30, 201110421889.7


    所获奖励

    Best Paper Award, DASFAA 2018

    Best Demo Award, APWeb-WAIM 2019

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