张蓉
近期热点
资料介绍
个人简历
2007年在复旦大学获得计算机博士学位;2007.9-2011.1 情报通信研究机构,日本京都;2011.3 -今 华东师范大学。Books:Zhang R, Zhou A, Yu W, et al. Review Comment Analysis for E-commerce[M]. World Scientific, 2016.Tom White(著),周敏奇,王晓玲,金澈清,钱卫宁,宫学庆,张蓉(译). Hadoop 权威指南(第2,3 版) 第十六章“实例分析”. 清华大学出版社,共76 万字,2011.数据科学与工程院(译),《海量数据分析前沿》(Frontiers in Massive Data Analysis),清华大学出版社. 获奖:支持互联网级关键核心业务的分布式数据库系统,国家科学技术进步奖二等奖,第六完成人. 2019.基于云服务的实时分析型内存数据管理系统关键技术及应用,上海市科技进步一等奖,第四完成人. 2017.青年教师教学竞赛,优秀奖,上海市总工会. 2016.大数据创新与创业大赛,全国三等奖. 2013.数据密集型计算技术及其在互联网广告中的应用,国家教育部科技进步二等奖,第十一完成人. 2013.研究领域
主要包括分布式数据管理,数据库基准评测,数据流管理。""近期论文
Journal Papers:JH Fang,R Zhang,Y Zhao,K Zheng, XF Zhou, AY Zhou:ADSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. TKDE (2019). JH Fang, PF Chao, R Zhang, XF Zhou: Integrating workload balancing and fault tolerance in distributed stream processing system. WWWJ(2019).ChunxiZhang, YumingLi, Rong Zhang*, Weining Qian, AoyingZhou. Benchmarking on Intensive Transaction Processing, FCS 2019.Fang, Junhua, Rong Zhang*, Tom ZJ Fu, Zhenjie Zhang, Aoying Zhou, and Xiaofang Zhou: Distributed Stream Rebalance for Stateful Operator under Workload Variance. IEEE Transactions on Parallel and Distributed Systems(TPDS), 2018. Fang J, Zhang R*, Wang X, et al. Distributed stream join under workload variance[J]. World Wide Web, 2017: 1-22.Minqi Zhou, Rong Zhang*, Weining Qian, Aoying Zhou: Distribution-free Data Density Estimation in Large Scale Networks, Journal of Frontiers of Computer Science 2017: 1-21. Rong Zhang,Ming Gao, Xiaofeng He, Aoying Zhou: Learning usercredibility for product ranking. Knowledge and Information Systems: 2016,46(3):679-705.房俊华,王晓桐,张蓉*,周傲英:分布式数据流上的高性能分发策略。软件学报2016.Rong Zhang, Wenzhe Yu, ChaofengSha, Xiaofeng He, Aoying Zhou: Product-oriented reviewsummarization and scoring. Frontiers of ComputerScience 9(2): 210-223 (2015).Rong Zhang, Wenzhe Yu, Chaofeng Sha, Xiaofeng He, Aoying Zhou. Product-oriented review summarization and scoring. FCS 2015.余文喆,沙朝锋,何晓丰,张蓉*. 考虑观点多样性的评论选择问题. 计算机研究与发展.Rong Zhang, Minqi Zhou, Xueqing Gong, Xiaofeng He, Weining Qian, Shouke Qin, Aoying Zhou,Detecting Anomaly in Data Streams by Fractal Model, World Wild Web Journal, 2014.王立,张蓉*,沙朝锋,王晓玲,周傲英. 电子商务商品归一化方法研究. 计算机学报, 2014. vol(37): 312-325.Rong Zhang, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki, Aoying Zhou. Context-sensitive Web service discovery over the bipartite graph model. Journal of Frontiers of Computer Science. 2013, 7(6): 875–893.余文喆,张蓉*,王立:电子商务系统中的商品推荐系统。华东师范大学学报。2013,5(3):46-53.Rong Zhang, WeiningQian, Aoying Zhou, Minqi Zhou: An efficient peer-to-peer indexing tree structure for multidimensional data. Future Generation Comp. Syst. 25(1): 77-88 (2009)Aoying Zhou, Rong Zhang, WeiningQian, QuangHieu Vu, TianmingHu: Adaptive indexing for content-based search in P2P systems. Data Knowl. Eng. 67(3): 381-398 (2008)Rong Zhang, Koji Zettsu, Yutaka Kidawara, YasushiKiyoki: Decentralized architecture for resource management of group-based distributed systems. Frontiers of Computer Science in China 2(3): 224-233 (2008).张蓉, 钱卫宁, 周傲英: 一种支持多维数据范围查询 的对等计算索引框架. 计算机研究与发展. 2009年04期.周傲英, 周敏奇, 钱卫宁, 张蓉: 大规模分布式系统中的多属性查 询处理. 计算机学报, vol. 31, no. 9, pp. 1563–1572, 2008.Conference Papers:Xiaolei Zhang, Chunxi Zhang, Yuming Li, Rong Zhang*, Aoying Zhou. Apara: Workload-Aware Data Partition and Replication for Parallel Databases. APWeb/WAIM 2019.Yuming Li and Rong Zhang* and Xiaoyan Yang and Zhenjie Zhang and Aoying Zhou: Touchstone: Generating Enormous Query-Aware Test Databases. USENIX Annual Technical Conference (USENIX ATC), 2018. Wang Xiaotong, Cheng Jiang, Junhua Fang, Xiangfeng Wang, Rong Zhang*: AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins. DASFAA 2018. Chunxi Zhang, Yuming Li, Rong Zhang*, Weining Qian, Aoying Zhou. Benchmarking for Transaction Processing Database Systems in Big Data Era, Bench 2018.Fang Junhua,Rong Zhang*, Tom ZJ Fu, Zhenjie Zhang, Aoying Zhou, and Junhua Zhu: Parallel stream processing against workload skewness and variance. HPDC 2017: 15-26.Wang Xiaotong, Junhua Fang, Yuming Li,Rong Zhang*, and Aoying Zhou: Cost-Effective Data Partition for Distributed Stream Processing System. DASFAA 2017: 623-635. Junhua Fang,RongZhang*,Xiaotong Wang,TomZ.J.Fu,Zhenjie Zhang, Aoying Zhou: Cost-Effective Stream Join Algorithm on Cloud System.CIKM2016:1773-1782.Junhua Fang, Xiaotong Wang, Rong Zhang*, and Aoying Zhou:Flexible and Adaptive Stream Join Algorithm.APWeb2016:3-16. (Best Student Paper Award)Yanhong Pan,Yanfei Zhang,Rong Zhang*:Combo-Recommendation Based on Potential Relevance of Items. APWeb2016:505-517Yifan Gao,Yuming Li, Yanhong Pan, Jiali Mao, and RongZhang*:Learning User Credibility on Aspects from Review Texts.WAIM2016:78-91Rong Zhang,Yifan Gao, Wenzhe Yu, Pingfu Chao, Xiaoyan Yang, Ming Gao, Aoying Zhou: Review Comment Analysis for Predicting Ratings. WAIM 2015: 247-259. (Best Paper Runner-Up)Lei Wang, Ming Gao, Rong Zhang*, Cheqing Jin, AoyingZhou: Computing Probability Threshold Set Similarity on Probabilistic Sets.WAIM 2015: 374-386.Rong Zhang, Zhenjie Zhang, Xiaofeng He, Aoying Zhou. Dish Comment Summarization based on Bilateral Topic Analysis. ICDE 2015.Yifan Gao, Wenzhe Yu, Rong Zhang*, Xiaoyan Yang, Aoying Zhou. A Restaurant Recommendation System by Analyzing Ratings and Aspects in Reviews. DASFAA 2015.Pingfu Chao, Zhu Gao,Yuming Li, Junhua Fang,Rong Zhang*, Aoying Zhou. Efficient MapReduce-based Method for Massive Entity Matching. Waim 2015 (In Press).Pingfu Chao,Yuming Li,Zhu Gao, Junhua Fang,Xiaofeng He,Rong Zhang*. SEMI: A Scalable Entity Matching System based on MapReduce. ADC 2015.Rong Zhang, Xiaofeng He, Aoying Zhou, Chaofeng Sha. Online Evaluation Re-scoring based on Review Behavior Analysis. ASONAM 2014.高祎璠,郑芷凌,余文喆,程文亮,张蓉*. 一站式服务推荐系统. NDBC 2014.Cheqing Jin, Rong Zhang*, Qiangqiang Kang, Zhao Zhang, Aoying Zhou. Probabilistic Reverse Top-k Queries. DASFAA 2014, Bali, Indonesia.Li Wang, Rong Zhang*, ChaofengSha, Xiaofeng He, Aoying Zhou: A Hybrid Framework for Product Normalization in Online Shopping. DASFAA 2013.Wenzhe Yu, Rong Zhang*,Xiaofeng He, ChaofengSha: Selecting a Diversified Set of Reviews. DAMEN 2013.Rong Zhang, ChaofengSha, Minqi Zhou, Aoying Zhou: Credibility-based product ranking for C2C transactions. CIKM 2012: 2149-2153Rong Zhang, ChaofengSha, Minqi Zhou, Aoying Zhou: Exploiting shopping and reviewing behavior to re-score online evaluations. WWW (Companion Volume) 2012: 649-650Rong Zhang, Koji Zettsu, Yutaka Kidawara, YasushiKiyoki: Web Service Ranking Based on Context. CGC 2012: 375-382Rong Zhang, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki: Context-Sensitive Query Expansion over the Bipartite Graph Model for Web Service Search. DASFAA 2011: 418-433Rong Zhang, Koji Zettsu, Yutaka Kidawara, YasushiKiyoki: Exploiting Service Context for Web Service Search Engine. WAIM 2010: 363-375Minqi Zhou, Rong Zhang, DadanZeng, WeiningQian, Aoying Zhou, “Join optimization in the mapreduce environment for column-wise data store,” In Proceedings of the 6th Internal Conference on Semantic Knowledge Grid (SKG’2010), 2010.Minqi Zhou, Rong Zhang, Wei Xie, WeiningQian, Aoying Zhou, “Security and privacy in cloud computing: A survey,” In Proceedings of the 6th Internal Conference on Semantic Knowledge Grid (SKG’2010), 2010.Minqi Zhou, Rong Zhang, DadanZeng, WeiningQian, “Services in the cloud computing era: A survey,” In Proceedings of 4th International Universal Communication Symposium (IUCS’2010), 2010.Rong Zhang, Koji Zettsu, Takafumi Nakanishi, Yutaka Kidawara, YasushiKiyoki: SOBEX: distributed service Search engine that exploits service cOllaBorationcontEXt. IUCS 2009: 261-268Aoying Zhou, Rong Zhang, QuangHieu Vu, WeiningQian: COSTA: Adaptive Indexing for Terms in a Large-scale Distributed System. ICDE 2008: 1544-1547Minqi Zhou, Rong Zhang, WeiningQian, Aoying Zhou: GChord: Indexing for Multi-Attribute Query in P2P System with Low Maintenance Cost. DASFAA 2007: 55-66Rong Zhang, WeiningQian, Minqi Zhou, Aoying Zhou: SDI: a swift tree structure for multi-dimensional data indexing in peer-to-peer networks. Infoscale 2007: 15H. V. Jagadish, Beng Chin Ooi, QuangHieu Vu, Rong Zhang, Aoying Zhou: VBI-Tree: A Peer-to-Peer Framework for Supporting Multi-Dimensional Indexing Schemes. ICDE 2006: 34H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, QuangHieu Vu, Rong Zhang: Speeding up search in peer-to-peer networks with a multi-way tree structure. SIGMOD Conference 2006: 1-12 相关热点