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Luis Leopoldo Perez
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Mcdb: a monte carlo approach to managing uncertain data
R Jampani, F Xu, M Wu, LL Perez, C Jermaine, PJ Haas
Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008
3672008
Scalable linear algebra on a relational database system
S Luo, ZJ Gao, M Gubanov, LL Perez, C Jermaine
ACM SIGMOD Record 47 (1), 24-31, 2018
1392018
The DataPath system: a data-centric analytic processing engine for large data warehouses
S Arumugam, A Dobra, CM Jermaine, N Pansare, L Perez
Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010
1342010
Simulation of database-valued Markov chains using SimSQL
Z Cai, Z Vagena, L Perez, S Arumugam, PJ Haas, C Jermaine
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
1112013
A comparison of platforms for implementing and running very large scale machine learning algorithms
Z Cai, ZJ Gao, S Luo, LL Perez, Z Vagena, C Jermaine
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
752014
History-aware query optimization with materialized intermediate views
LL Perez, CM Jermaine
2014 IEEE 30th International Conference on Data Engineering, 520-531, 2014
582014
The monte carlo database system: Stochastic analysis close to the data
R Jampani, F Xu, M Wu, L Perez, C Jermaine, PJ Haas
ACM Transactions on Database Systems (TODS) 36 (3), 1-41, 2011
542011
The BUDS language for distributed bayesian machine learning
ZJ Gao, S Luo, LL Perez, C Jermaine
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
262017
Managing uncertain data using Monte Carlo techniques
PJ Haas, R Jampani, CM Jermaine, LL Perez, M Wu, F Xu
US Patent 8,234,295, 2012
242012
MCDB-R: Risk analysis in the database
S Arumugam, F Xu, R Jampani, C Jermaine, LL Perez, PJ Haas
Proceedings of the VLDB Endowment 3 (1-2), 782-793, 2010
242010
Evaluation of probabilistic threshold queries in MCDB
LL Perez, S Arumugam, CM Jermaine
Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010
192010
The dbo database system
F Rusu, F Xu, LL Perez, M Wu, R Jampani, C Jermaine, A Dobra
Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008
182008
Risk analysis for data-intensive stochastic models
S Arumugam, PJ Haas, RC Jampani, C Jermaine, LL Perez, F Xu
US Patent 8,341,180, 2012
112012
The pairwise Gaussian random field for high-dimensional data imputation
Z Cai, C Jermaine, Z Vagena, D Logothetis, LL Perez
2013 IEEE 13th International Conference on Data Mining, 61-70, 2013
82013
Managing uncertain data using Monte Carlo techniques
PJ Haas, R Jampani, CM Jermaine, LL Perez, M Wu, F Xu
US Patent 9,063,987, 2015
2015
Query Processing and Optimization for Database Stochastic Analytics
LL Perez
2014
Monte Carlo Processing of Satisfiability Queries in Uncertain Databases
LL Perez
University of Florida, 2009
2009
The DBO Database System (598)
F Rusu, F Xu, R Jampani, L Perez, M Wu, C Jermaine, A Dobra
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