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Immanuel Trummer
Immanuel Trummer
Professor for Computer Science, Cornell University
Dirección de correo verificada de cornell.edu - Página principal
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Skinnerdb: Regret-bounded query evaluation via reinforcement learning
I Trummer, J Wang, Z Wei, D Maram, S Moseley, S Jo, J Antonakakis, ...
ACM Transactions on Database Systems (TODS) 46 (3), 1-45, 2021
1512021
CodexDB: Synthesizing code for query processing from natural language instructions using GPT-3 Codex
I Trummer
Proceedings of the VLDB Endowment 15 (11), 2921-2928, 2022
73*2022
Multi-objective parametric query optimization
I Trummer, C Koch
Communications of the ACM 60 (10), 81-89, 2017
712017
Multiple query optimization on the D-Wave 2X adiabatic quantum computer
I Trummer, C Koch
arXiv preprint arXiv:1510.06437, 2015
692015
Utility-driven data acquisition in participatory sensing
M Riahi, TG Papaioannou, I Trummer, K Aberer
Proceedings of the 16th International Conference on Extending Database …, 2013
602013
Multi-objective quality-driven service selection—A fully polynomial time approximation scheme
I Trummer, B Faltings, W Binder
IEEE Transactions on Software Engineering 40 (2), 167-191, 2013
562013
Scrutinizer: A mixed-initiative approach to large-scale, data-driven claim verification
G Karagiannis, M Saeed, P Papotti, I Trummer
Proceedings of the VLDB Endowment 13 (12), 2508-2521, 2020
472020
Approximation Schemes for Many-Objective Query Optimization
I Trummer, C Koch
SIGMOD 2014, 2014
462014
DB-BERT: a Database Tuning Tool that" Reads the Manual"
I Trummer
Proceedings of the 2022 international conference on management of data, 190-203, 2022
402022
Solving the join ordering problem via mixed integer linear programming
I Trummer, C Koch
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
352017
Language models enable simple systems for generating structured views of heterogeneous data lakes
S Arora, B Yang, S Eyuboglu, A Narayan, A Hojel, I Trummer, C Ré
arXiv preprint arXiv:2304.09433, 2023
332023
UDO: universal database optimization using reinforcement learning
J Wang, I Trummer, D Basu
PVLDB 14 (3), 3402-3414, 2021
332021
Cost-optimal outsourcing of applications into the clouds
I Trummer, F Leymann, R Mietzner, W Binder
2010 IEEE Second International Conference on Cloud Computing Technology and …, 2010
312010
Verifying text summaries of relational data sets
S Jo, I Trummer, W Yu, X Wang, C Yu, D Liu, N Mehta
Proceedings of the 2019 International Conference on Management of Data, 299-316, 2019
28*2019
An incremental anytime algorithm for multi-objective query optimization
I Trummer, C Koch
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
282015
From BERT to GPT-3 codex: harnessing the potential of very large language models for data management
I Trummer
arXiv preprint arXiv:2306.09339, 2023
272023
Mining an" anti-knowledge base" from Wikipedia updates with applications to fact checking and beyond
G Karagiannis, I Trummer, S Jo, S Khandelwal, X Wang, C Yu
Proceedings of the VLDB Endowment 13 (4), 561-573, 2019
212019
Mining subjective properties on the web
I Trummer, A Halevy, H Lee, S Sarawagi, R Gupta
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
202015
Parallelizing query optimization on shared-nothing architectures
I Trummer, C Koch
arXiv preprint arXiv:1511.01768, 2015
192015
Scrutinizer: fact checking statistical claims
G Karagiannis, M Saeed, P Papotti, I Trummer
Proceedings of the VLDB Endowment 13 (12), 2965-2968, 2020
172020
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Artículos 1–20