Research output per year
Research output per year
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Dive into the research topics where Jia Zou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Benchmark of DNN Model Search at Deployment Time
Zhou, L., Jain, A., Wang, Z., Das, A., Yang, Y. & Zou, J., Jul 6 2022, Scientific and Statistical Database Management - 34th International Conference, SSDBM 2022 - Proceedings. Pourabbas, E., Zhou, Y., Li, Y. & Yang, B. (eds.). Association for Computing Machinery, 10. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Serving Deep Learning Models with Deduplication from Relational Databases
Zhou, L., Chen, J., Das, A., Min, H., Yu, L., Zhao, M. & Zou, J., 2022, In: Proceedings of the VLDB Endowment. 15, 10, p. 2230-2243 14 p.Research output: Contribution to journal › Conference article › peer-review
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Lachesis: Automatic partitioning for udf-centric analytics
Zou, J., Das, A., Barhate, P., Iyengar, A., Yuan, B., Jankov, D. & Jermaine, C., 2021, In: Proceedings of the VLDB Endowment. 14, 8, p. 1262-1275 14 p.Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations -
Tensor relational algebra for distributed machine learning system design
Yuan, B., Jankov, D., Zou, J., Tang, Y., Bourgeois, D. & Jermaine, C., 2021, In: Proceedings of the VLDB Endowment. 14, 8, p. 1338-1350 13 p.Research output: Contribution to journal › Conference article › peer-review
9 Scopus citations -
Architecture of a distributed storage that combines file system, memory and computation in a single layer
Zou, J., Iyengar, A. & Jermaine, C., Sep 1 2020, In: VLDB Journal. 29, 5, p. 1049-1073 25 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations
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CAREER: Rethink and Redesign of Analytics Databases for Machine Learning Model Serving
National Science Foundation (NSF)
6/1/22 → 5/31/27
Project: Research project
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Low-Latency and Large-Scale Serving of Machine Learning Models in DB2
4/29/21 → 4/28/23
Project: Research project