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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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CAREER: Rethink and Redesign of Analytics Databases for Machine Learning Model Serving
Zou, J. (PI)
National Science Foundation (NSF)
6/1/22 → 5/31/27
Project: Research project
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A Compilation Framework for Accelerating Machine Learning Inference Queries
Zou, J. (PI)
5/1/23 → 4/30/24
Project: Research project
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Low-Latency and Large-Scale Serving of Machine Learning Models in DB2
Zou, J. (PI)
4/29/21 → 10/28/23
Project: Research project
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Center of Excellence for Accelerating Operational Efficiency (CAOE)
Maciejewski, R. (PI), Roe-Sepowitz, D. (CoI), Liu, H. (CoI), Askin, R. (CoI), Kull, T. (CoI), Ahn, G.-J. (CoI), Mirchandani, P. (CoI), Mancenido, M. (CoI), Chiou, E. (CoI), Pedrielli, G. (CoI), Pavlic, T. (CoI), Bliss, N. (CoI), Terrill, W. (CoI), Ruston, S. (CoI), Iquebal, A. (CoI), Yang, Y. (CoI) & Zou, J. (CoI)
US Department of Homeland Security (DHS)
9/1/17 → 6/30/24
Project: Research project
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A Comparison of End-to-End Decision Forest Inference Pipelines
Guan, H., Masood, S., Dwarampudi, M., Gunda, V., Min, H., Yu, L., Nag, S. & Zou, J., Oct 30 2023, SoCC 2023 - Proceedings of the 2023 ACM Symposium on Cloud Computing. Association for Computing Machinery, Inc, p. 200-215 16 p. (SoCC 2023 - Proceedings of the 2023 ACM Symposium on Cloud Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data
Sharma, A., Li, X., Guan, H., Sun, G., Zhang, L., Wang, L., Wu, K., Cao, L., Zhu, E., Sim, A., Wu, T. & Zou, J., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1824-1834 11 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis
Zhou, L., Yu, L., Zou, J. & Min, H., Jul 10 2023, Scientific and Statistical Database Management - 35th International Conference, SSDBM 2023 - Proceedings. Schuler, R., Kesselman, C., Chard, K. & Bugacov, A. (eds.). Association for Computing Machinery, 22. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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
1 Scopus citations -
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
4 Scopus citations
Press/Media
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ASU expert sees turning point in concern over affordable child care
Liu, H., Wu, T., Squires, K., Maciejewski, R., Herbst, C. & Zou, J.
6/13/23
1 item of Media coverage
Press/Media: Press / Media
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K. Selçuk Candan's prolific career earns 2023 Jankowski Legacy Award
Liu, H., Wu, T., Squires, K., Maciejewski, R. & Zou, J.
6/13/23
1 item of Media coverage
Press/Media: Press / Media
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19 Arizona State University Faculty Receive NSF CAREER Awards
Gonzales, N., Frow, E., Gile, G., Sterner, B., Mazor, Y., Pal, A., Hoover, C., Jacobs, D., Tian, X., Birkel, C., Zou, J., Lucca, K., Ankit, K., McDaniel, T. & Cooper, K.
6/28/22
1 item of Media coverage
Press/Media: Press / Media
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19 ASU faculty receive NSF CAREER awards
Gonzales, N., Frow, E., Gile, G., Sterner, B., Mazor, Y., Pal, A., Hoover, C., Jacobs, D., Tian, X., Birkel, C., Zou, J., Lucca, K., Ankit, K., McDaniel, T. & Cooper, K.
6/27/22
1 item of Media coverage
Press/Media: Press / Media