Wellington Cabrera

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 10

Top Topics

Recursive Queries

Top Venues

Proc. VLDB Endow.

Distributed Parallel Databases

Publications

Wellington Cabrera, Xiantian Zhou, Ladjel Bellatreche, Carlos Ordonez
GALGO: Scalable Graph Analytics with a Parallel DBMS. CIKM (2022)
Mohamed Y. Eltabakh, Anantha Subramanian, Awny Alomari, Mohammed Al-Kateb, Sanjay Nair, Mahbub Hasan, Wellington Cabrera, Charles Zhang, Amit Kishore, Snigdha Prasad
Not Black-Box Anymore! Enabling Analytics-Aware Optimizations in Teradata Vantage. Proc. VLDB Endow. 14 (12) (2021)
Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava
In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine. Proc. VLDB Endow. 12 (12) (2019)
Wellington Cabrera, Carlos Ordonez
Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries. Distributed Parallel Databases 35 (3-4) (2017)
Carlos Ordonez, Wellington Cabrera, Achyuth Gurram
Comparing columnar, row and array DBMSs to process recursive queries on graphs. Inf. Syst. 63 (2017)
Wellington Cabrera, Driss Benhaddou, Carlos Ordonez
Solar Power Prediction for Smart Community Microgrid. SMARTCOMP (2016)
David Sergio Matusevich, Wellington Cabrera, Carlos Ordonez
Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R. Mach. Learn. 102 (3) (2016)
Wellington Cabrera, Carlos Ordonez
Unified Algorithm to Solve Several Graph Problems with Relational Queries. AMW (2016)
Yiqun Zhang, Carlos Ordonez, Wellington Cabrera
Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language. CCGrid (2016)
Carlos Ordonez, Yiqun Zhang, Wellington Cabrera
The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics. IEEE Trans. Knowl. Data Eng. 28 (7) (2016)
Carlos Ordonez, Yiqun Zhang, Wellington Cabrera
The Gamma Operator for Big Data Summarization on an Array DBMS. BigMine (2014)
Carlos Ordonez, Sofian Maabout, David Sergio Matusevich, Wellington Cabrera
Extending ER models to capture database transformations to build data sets for data mining. Data Knowl. Eng. 89 (2014)
Carlos Ordonez, Javier García-García, Carlos Garcia-Alvarado, Wellington Cabrera, Veerabhadran Baladandayuthapani, Mohammed S. Quraishi
Data mining algorithms as a service in the cloud exploiting relational database systems. SIGMOD Conference (2013)
Wellington Cabrera, Carlos Ordonez, David Sergio Matusevich, Veerabhadran Baladandayuthapani
Bayesian variable selection for linear regression in high dimensional microarray data. DTMBIO (2013)