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ORCIDJia Zou 0001
Person information
- affiliation: Arizona State University, AZ, USA
- affiliation (former): Rice University, Houston, TX, USA
- affiliation (former): IBM Research China, Beijing, China
- affiliation (PhD): Tsinghua University, Department of Computer Science and Technology, Beijing, China
Other persons with the same name
- Jia Zou 0002 — University of California Berkeley, Electrical Engineering and Computer Systems Department, CA, USA
- Jia Zou 0003 — University of Minnesota, Department of Electrical and Computer Engineering, Minneapolis, MN, USA
- Jia Zou 0004
![[0009-0001-3657-4909]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0009-0001-3657-4909")
— Shanghai University, School of Computer Engineering and Science / Institute of Artificial Intelligence, China - Jia Zou 0005 — China University of Mining & Technology (Beijing), Department of Information and Electrical Engineering, China
- Jia Zou 0006 — Southwest Jiaotong University, School of Transportation and Logistics, Chengdu, China
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2020 – today
- 2024
[c17]Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre E. Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou:
Serving Deep Learning Models from Relational Databases. EDBT 2024: 717-724- [c16]Lixi Zhou, K. Selçuk Candan, Jia Zou:
DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup. ICDE 2024: 1-14 - [i17]Hong Guan, Summer Gautier, Deepti Gupta, Rajan Hari Ambrish, Yancheng Wang, Harsha Lakamsani, Dhanush Giriyan, Saajan Maslanka, Chaowei Xiao, Yingzhen Yang, Jia Zou:
A Learning-based Declarative Privacy-Preserving Framework for Federated Data Management. CoRR abs/2401.12393 (2024) - [i16]Hong Guan, Yancheng Wang, Lulu Xie, Soham Nag, Rajeev Goel, Niranjan Erappa Narayana Swamy, Yingzhen Yang, Chaowei Xiao, Jonathan Prisby, Ross Maciejewski, Jia Zou:
IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection. CoRR abs/2408.01690 (2024) - [i15]Lixi Zhou, Lei Yu, Jia Zou, Hong Min:
Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis. CoRR abs/2409.17535 (2024) - 2023
- [c15]Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou:
Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data. IEEE Big Data 2023: 1824-1834 - [c14]Hong Guan, Saif Masood, Mahidhar Reddy Dwarampudi, Venkatesh Gunda, Hong Min, Lei Yu, Soham Nag, Jia Zou:
A Comparison of End-to-End Decision Forest Inference Pipelines. SoCC 2023: 200-215 - [c13]Lixi Zhou, Lei Yu, Jia Zou, Hong Min:
Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis. SSDBM 2023: 22:1-22:4 - [i14]Hong Guan, Mahidhar Reddy Dwarampudi, Venkatesh Gunda, Hong Min, Lei Yu, Jia Zou:
A Comparison of Decision Forest Inference Platforms from A Database Perspective. CoRR abs/2302.04430 (2023) - [i13]Lixi Zhou, K. Selçuk Candan, Jia Zou:
DeepMapping: The Case for Learned Data Mapping for Compression and Efficient Query Processing. CoRR abs/2307.05861 (2023) - [i12]Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou:
Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data. CoRR abs/2309.01957 (2023) - [i11]Alexandre E. Eichenberger, Qi Lin, Saif Masood, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Lixi Zhou, Jia Zou:
Serving Deep Learning Model in Relational Databases. CoRR abs/2310.04696 (2023) - [i10]Liang Zhang, Jianli Chen, Jia Zou:
Taxonomy, Semantic Data Schema, and Schema Alignment for Open Data in Urban Building Energy Modeling. CoRR abs/2311.08535 (2023) - 2022
- [j9]Lixi Zhou, Jiaqing Chen, Amitabh Das, Hong Min, Lei Yu, Ming Zhao, Jia Zou:
Serving Deep Learning Models with Deduplication from Relational Databases. Proc. VLDB Endow. 15(10): 2230-2243 (2022) - [c12]Lixi Zhou, Arindam Jain, Zijie Wang, Amitabh Das, Yingzhen Yang, Jia Zou:
Benchmark of DNN Model Search at Deployment Time. SSDBM 2022: 10:1-10:12 - [i9]Lixi Zhou, Jiaqing Chen, Amitabh Das, Hong Min, Lei Yu, Ming Zhao, Jia Zou:
Serving Deep Learning Models with Deduplication from Relational Databases. CoRR abs/2201.10442 (2022) - [i8]Lixi Zhou, Arindam Jain, Zijie Wang, Amitabh Das, Yingzhen Yang, Jia Zou:
Benchmark of DNN Model Search at Deployment Time. CoRR abs/2206.00188 (2022) - 2021
- [j8]Jia Zou, Amitabh Das, Pratik Barhate, Arun Iyengar, Binhang Yuan, Dimitrije Jankov, Chris Jermaine:
Lachesis: Automated Partitioning for UDF-Centric Analytics. Proc. VLDB Endow. 14(8): 1262-1275 (2021) - [j7]Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine:
Tensor Relational Algebra for Distributed Machine Learning System Design. Proc. VLDB Endow. 14(8): 1338-1350 (2021) - [c11]Jia Zou:
Using Deep Learning Models to Replace Large Materialized Views in Relational Database. CIDR 2021 - 2020
- [j6]Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao:
Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning. SIGMOD Rec. 49(1): 43-50 (2020) - [j5]Jia Zou, Arun Iyengar, Chris Jermaine:
Architecture of a distributed storage that combines file system, memory and computation in a single layer. VLDB J. 29(5): 1049-1073 (2020) - [c10]Zijie Wang, Lixi Zhou, Jia Zou:
Integration of Fast-Evolving Data Sources Using a Deep Learning Approach. SFDI/LSGDA@VLDB 2020: 172-186 - [i7]Jia Zou, Pratik Barhate, Amitabh Das, Arun Iyengar, Binhang Yuan, Dimitrije Jankov, Chris Jermaine:
Lachesis: Automated Generation of Persistent Partitionings for Big Data Applications. CoRR abs/2006.16529 (2020) - [i6]Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine:
Tensor Relational Algebra for Machine Learning System Design. CoRR abs/2009.00524 (2020) - [i5]Zijie Wang, Lixi Zhou, Amitabh Das, Valay Dave, Zhanpeng Jin, Jia Zou:
Survive the Schema Changes: Integration of Unmanaged Data Using Deep Learning. CoRR abs/2010.07586 (2020) - [i4]Lixi Zhou, Zijie Wang, Amitabh Das, Jia Zou:
It's the Best Only When It Fits You Most: Finding Related Models for Serving Based on Dynamic Locality Sensitive Hashing. CoRR abs/2010.09474 (2020)
2010 – 2019
- 2019
- [j4]Jia Zou, Arun Iyengar, Chris Jermaine:
Pangea: Monolithic Distributed Storage for Data Analytics. Proc. VLDB Endow. 12(6): 681-694 (2019) - [j3]Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao:
Declarative Recursive Computation on an RDBMS. Proc. VLDB Endow. 12(7): 822-835 (2019) - [i3]Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao:
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning. CoRR abs/1904.11121 (2019) - 2018
- [c9]Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine:
PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development. SIGMOD Conference 2018: 1189-1204 - [i2]Jia Zou, Arun Iyengar, Chris Jermaine:
Pangea: Monolithic Distributed Storage for Data Analytics. CoRR abs/1808.06094 (2018) - 2017
- [i1]Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine:
PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development. CoRR abs/1711.05573 (2017) - 2015
- [j2]Lanjun Wang, Oktie Hassanzadeh, Shuo Zhang, Juwei Shi, Limei Jiao, Jia Zou, Chen Wang:
Schema Management for Document Stores. Proc. VLDB Endow. 8(9): 922-933 (2015) - [c8]Jia Zou, Juwei Shi, Tongping Liu, Zhao Cao, Chen Wang:
Foreseer: Workload-Aware Data Storage for MapReduce. ICDCS 2015: 746-747 - 2014
- [j1]Juwei Shi, Jia Zou, Jiaheng Lu, Zhao Cao, Shiqiang Li, Chen Wang:
MRTuner: A Toolkit to Enable Holistic Optimization for MapReduce Jobs. Proc. VLDB Endow. 7(13): 1319-1330 (2014) - 2011
- [c7]Jia Zou, Gong Su, Arun Iyengar, Yu Yuan, Yi Ge:
Design and Analysis of a Distributed Multi-leg Stock Trading System. ICDCS 2011: 13-24 - 2010
- [c6]Jia Zou, Jing Xiao, Rui Hou, Yanqi Wang:
Frequent Instruction Sequential Pattern Mining in Hardware Sample Data. ICDM 2010: 1205-1210
2000 – 2009
- 2008
- [c5]Jianguo Hao, Jia Zou, Yiqi Dai:
A Real-Time Payment Scheme for SIP Service Based on Hash Chain. ICEBE 2008: 279-286 - [c4]Jia Zou, Zhiyong Liang, Yiqi Dai:
Scalability Evaluation and Optimization of Multi-Core SIP Proxy Server. ICPP 2008: 43-50 - 2007
- [c3]Jia Zou, Wei Xue, Zhiyong Liang, Yixin Zhao, Bo Yang, Ling Shao:
SIP Parsing Offload: Design and Performance. GLOBECOM 2007: 2774-2779 - [c2]Jia Zou, Yiqi Dai:
Motivating and Modeling SIP Offload. ICCCN 2007: 741-746 - 2005
- [c1]Jia Zou, Si Tiange, Huang Liansheng, Yiqi Dai:
A New Micro-payment Protocol Based on P2P Networks. ICEBE 2005: 449-455
Coauthor Index
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