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ORCIDYingyi Bu
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Books and Theses
- 2015
[b1]Yingyi Bu:
On Software Infrastructure for Scalable Graph Analytics. University of California, Irvine, USA, 2015
Journal Articles
- 2024
- [j16]Maryann Xue, Yingyi Bu, Abhishek Somani, Wenchen Fan, Ziqi Liu, Steven Chen, Herman Van Hovell, Bart Samwel, Mostafa Mokhtar, Rk Korlapati, Andy Lam, Yunxiao Ma, Vuk Ercegovac, Jiexing Li, Alexander Behm, Yuanjian Li, Xiao Li, Sriram Krishnamurthy, Amit Shukla, Michalis Petropoulos, Sameer Paranjpye, Reynold Xin, Matei Zaharia:
Adaptive and Robust Query Execution for Lakehouses At Scale. Proc. VLDB Endow. 17(12): 3947-3959 (2024) - 2020
- [j15]Taewoo Kim
, Alexander Behm, Michael Blow, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Murtadha Al Hubail, Shiva Jahangiri, Jianfeng Jia, Chen Li, Chen Luo, Ian Maxon, Pouria Pirzadeh:
Robust and efficient memory management in Apache AsterixDB. Softw. Pract. Exp. 50(7): 1114-1151 (2020) - 2018
- [j14]Khanh Nguyen, Kai Wang, Yingyi Bu, Lu Fang, Guoqing Xu:
Understanding and Combating Memory Bloat in Managed Data-Intensive Systems. ACM Trans. Softw. Eng. Methodol. 26(4): 12:1-12:41 (2018) - 2017
- [j13]Da Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande:
Big Graph Analytics Platforms. Found. Trends Databases 7(1-2): 1-195 (2017) - 2016
- [j12]Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Till Westmann, Yingyi Bu:
Large-scale Complex Analytics on Semi-structured Datasets using AsterixDB and Spark. Proc. VLDB Endow. 9(13): 1585-1588 (2016) - 2015
- [j11]Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang:
Cleanix: a Parallel Big Data Cleaning System. SIGMOD Rec. 44(4): 35-40 (2015) - 2014
- [j10]Da Yan, James Cheng, Kai Xing, Yi Lu, Wilfred Ng, Yingyi Bu:
Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees. Proc. VLDB Endow. 7(14): 1821-1832 (2014) - [j9]Sattam Alsubaiee, Yasser Altowim, Hotham Altwaijry, Alexander Behm, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Inci Cetindil, Madhusudan Cheelangi, Khurram Faraaz, Eugenia Gabrielova, Raman Grover, Zachary Heilbron, Young-Seok Kim, Chen Li, Guangqiang Li, Ji Mahn Ok, Nicola Onose, Pouria Pirzadeh, Vassilis J. Tsotras, Rares Vernica, Jian Wen, Till Westmann:
AsterixDB: A Scalable, Open Source BDMS. Proc. VLDB Endow. 7(14): 1905-1916 (2014) - [j8]Yingyi Bu, Vinayak R. Borkar, Jianfeng Jia, Michael J. Carey, Tyson Condie:
Pregelix: Big(ger) Graph Analytics on a Dataflow Engine. Proc. VLDB Endow. 8(2): 161-172 (2014) - 2012
- [j7]Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan:
Declarative Systems for Large-Scale Machine Learning. IEEE Data Eng. Bull. 35(2): 24-32 (2012) - [j6]Sattam Alsubaiee, Yasser Altowim, Hotham Altwaijry, Alexander Behm, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Raman Grover, Zachary Heilbron, Young-Seok Kim, Chen Li, Nicola Onose, Pouria Pirzadeh, Rares Vernica, Jian Wen:
ASTERIX: An Open Source System for "Big Data" Management and Analysis. Proc. VLDB Endow. 5(12): 1898-1901 (2012) - [j5]Michael Armbrust, Yingyi Bu, Aaron J. Elmore, Rik Farrow, Eugenia Gabrielova, Hatem Mahmoud, Andy Pavlo, Stephen Revilak, Pinar Tözün:
14th International Workshop on High Performance Transaction Systems (HPTS). login Usenix Mag. 37(1) (2012) - [j4]Yingyi Bu, Bill Howe, Magdalena Balazinska, Michael D. Ernst:
The HaLoop approach to large-scale iterative data analysis. VLDB J. 21(2): 169-190 (2012) - 2010
- [j3]Jun Li, Yingyi Bu, Shaxun Chen, XianPing Tao, Jian Lu:
Toward an agent-based pluggable infrastructure for context-awareness. Int. J. Pervasive Comput. Commun. 6(3): 286-310 (2010) - [j2]Yingyi Bu, Bill Howe, Magdalena Balazinska, Michael D. Ernst:
HaLoop: Efficient Iterative Data Processing on Large Clusters. Proc. VLDB Endow. 3(1): 285-296 (2010) - 2008
- [j1]Yingyi Bu, Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Lei Chen, Jiuyong Li:
Privacy preserving serial data publishing by role composition. Proc. VLDB Endow. 1(1): 845-856 (2008)
Conference and Workshop Papers
- 2023
- [c19]Michael Armbrust, Ali Ghodsi, Reynold Xin, Vuk Ercegovac, Sourav Chatterji, Eun-Gyu Kim, Paul Lappas, Yannis Papakonstantinou, Yingyi Bu, Yuhong Chen, Yijia Cui, Rahul Govind, Aakash Japi, Kiavash Kianfar, Xi Liang, Jon Mio, Mukul Murthy, Supun Nakandala, Andreas Neumann, Nitin Sharma, Yannis Sismanis, Justin Tang, Joseph Torres, Min Yang, Li Zhang, Bilal Aslam:
Making Data Engineering Declarative. CIDR 2023 - 2016
- [c18]Yingyi Bu, Felix Halim, Changkyu Kim, Hongrae Lee, Jayant Madhavan:
Using SSDs to scale up Google Fusion Tables, a database-in-the-cloud. ICDE 2016: 1263-1274 - [c17]Da Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande, James Cheng:
Big Graph Analytics Systems. SIGMOD Conference 2016: 2241-2243 - 2015
- [c16]Khanh Nguyen, Kai Wang, Yingyi Bu, Lu Fang, Jianfei Hu, Guoqing Xu:
FACADE: A Compiler and Runtime for (Almost) Object-Bounded Big Data Applications. ASPLOS 2015: 675-690 - [c15]Vinayak R. Borkar, Yingyi Bu, E. Preston Carman Jr., Nicola Onose, Till Westmann, Pouria Pirzadeh, Michael J. Carey, Vassilis J. Tsotras:
Algebricks: a data model-agnostic compiler backend for big data languages. SoCC 2015: 422-433 - 2014
- [c14]Yanyan Xu, James Cheng, Ada Wai-Chee Fu, Yingyi Bu:
Distributed Maximal Clique Computation. BigData Congress 2014: 160-167 - [c13]Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang:
Cleanix: A Big Data Cleaning Parfait. CIKM 2014: 2024-2026 - 2013
- [c12]Yingyi Bu, Hongrae Lee, Jayant Madhavan:
Comparing SSD-placement strategies to scale a database-in-the-cloud. SoCC 2013: 41:1-41:2 - [c11]Yingyi Bu:
Pregelix: dataflow-based big graph analytics. SoCC 2013: 54:1-54:2 - [c10]Yingyi Bu, Vinayak R. Borkar, Guoqing Xu, Michael J. Carey:
A bloat-aware design for big data applications. ISMM 2013: 119-130 - 2011
- [c9]Sai Zhang, David Saff, Yingyi Bu, Michael D. Ernst:
Combined static and dynamic automated test generation. ISSTA 2011: 353-363 - 2009
- [c8]Yingyi Bu, Lei Chen, Ada Wai-Chee Fu, Dawei Liu:
Efficient anomaly monitoring over moving object trajectory streams. KDD 2009: 159-168 - 2007
- [c7]Weixiong Rao, Lei Chen, Ada Wai-Chee Fu, Yingyi Bu:
Optimal proactive caching in peer-to-peer network: analysis and application. CIKM 2007: 663-672 - [c6]Yingyi Bu, Oscar Tat-Wing Leung, Ada Wai-Chee Fu, Eamonn J. Keogh, Jian Pei, Sam Meshkin:
WAT: Finding Top-K Discords in Time Series Database. SDM 2007: 449-454 - 2006
- [c5]Jun Li, Yingyi Bu, Shaxun Chen, XianPing Tao, Jian Lu:
FollowMe: On Research of Pluggable Infrastructure for Context-Awareness. AINA (1) 2006: 199-204 - [c4]Yingyi Bu, Shaxun Chen, Jun Li, XianPing Tao, Jian Lu:
Context Consistency Management Using Ontology Based Model. EDBT Workshops 2006: 741-755 - [c3]Yingyi Bu, Tao Gu, XianPing Tao, Jun Li, Shaxun Chen, Jian Lu:
Managing Quality of Context in Pervasive Computing. QSIC 2006: 193-200 - [c2]Shaxun Chen, Yingyi Bu, Jun Li, XianPing Tao, Jian Lu:
Toward Context-Awareness: A Workflow Embedded Middleware. UIC 2006: 766-775 - 2005
- [c1]Yingyi Bu, Jun Li, Shaxun Chen, XianPing Tao, Jian Lu:
An Enhanced Ontology Based Context Model and Fusion Mechanism. EUC 2005: 920-929
Reference Works
- 2018
- [r2]Yingyi Bu, Raymond Chi-Wing Wong, Ada Wai-Chee Fu:
Query by Humming. Encyclopedia of Database Systems (2nd ed.) 2018 - 2009
- [r1]Yingyi Bu, Raymond Chi-Wing Wong, Ada Wai-Chee Fu:
Query by Humming. Encyclopedia of Database Systems 2009: 2244-2249
Informal and Other Publications
- 2014
- [i5]Sattam Alsubaiee, Yasser Altowim, Hotham Altwaijry, Alexander Behm, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Inci Cetindil, Madhusudan Cheelangi, Khurram Faraaz, Eugenia Gabrielova, Raman Grover, Zachary Heilbron, Young-Seok Kim, Chen Li, Guangqiang Li, Ji Mahn Ok, Nicola Onose, Pouria Pirzadeh, Vassilis J. Tsotras, Rares Vernica, Jian Wen, Till Westmann:
AsterixDB: A Scalable, Open Source BDMS. CoRR abs/1407.0454 (2014) - [i4]Yingyi Bu, Vinayak R. Borkar, Jianfeng Jia, Michael J. Carey, Tyson Condie:
Pregelix: Big(ger) Graph Analytics on A Dataflow Engine. CoRR abs/1407.0455 (2014) - 2013
- [i3]Joshua Rosen, Neoklis Polyzotis, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Markus Weimer, Tyson Condie, Raghu Ramakrishnan:
Iterative MapReduce for Large Scale Machine Learning. CoRR abs/1303.3517 (2013) - 2012
- [i2]Yingyi Bu, Vinayak R. Borkar, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan:
Scaling Datalog for Machine Learning on Big Data. CoRR abs/1203.0160 (2012) - 2010
- [i1]Keith Wiley, Andrew J. Connolly, Jeffrey P. Gardner, K. Simon Krughoff, Magdalena Balazinska, Bill Howe, YongChul Kwon, Yingyi Bu:
Astronomy in the Cloud: Using MapReduce for Image Coaddition. CoRR abs/1010.1015 (2010)
Coauthor Index
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