Wellington Cabrera

According to our database, Wellington Cabrera authored at least 14 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

GALGO: Scalable Graph Analytics with a Parallel DBMS.

Wellington Cabrera, Xiantian Zhou, Ladjel Bellatreche, Carlos Ordonez

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Not Black-Box Anymore! Enabling Analytics-Aware Optimizations in Teradata Vantage.

Mohamed Y. Eltabakh, Anantha Subramanian, Awny Al-Omari, Mohammed Al-Kateb, Sanjay Nair, Mahbub Hasan, Wellington Cabrera, Charles Zhang, Amit Kishore, Snigdha Prasad

Proc. VLDB Endow., 2021

2019

In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine.

Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava

Proc. VLDB Endow., 2019

2017

Comparing columnar, row and array DBMSs to process recursive queries on graphs.

Carlos Ordonez, Wellington Cabrera, Achyuth Gurram

Inf. Syst., 2017

Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries.

Wellington Cabrera, Carlos Ordonez

Distributed Parallel Databases, 2017

2016

The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics.

Carlos Ordonez, Yiqun Zhang, Wellington Cabrera

IEEE Trans. Knowl. Data Eng., 2016

Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R.

David Sergio Matusevich, Wellington Cabrera, Carlos Ordonez

Mach. Learn., 2016

Solar Power Prediction for Smart Community Microgrid.

Wellington Cabrera, Driss Benhaddou, Carlos Ordonez

Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language.

Yiqun Zhang, Carlos Ordonez, Wellington Cabrera

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Unified Algorithm to Solve Several Graph Problems with Relational Queries.

Wellington Cabrera, Carlos Ordonez

Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, 2016

2014

Extending ER models to capture database transformations to build data sets for data mining.

Carlos Ordonez, Sofian Maabout, David Sergio Matusevich, Wellington Cabrera

Data Knowl. Eng., 2014

The Gamma Operator for Big Data Summarization on an Array DBMS.

Carlos Ordonez, Yiqun Zhang, Wellington Cabrera

Proceedings of the 3rd International Workshop on Big Data, 2014

2013

Data mining algorithms as a service in the cloud exploiting relational database systems.

Carlos Ordonez, Javier García-García, Carlos Garcia-Alvarado, Wellington Cabrera, Veerabhadran Baladandayuthapani, Mohammed S. Quraishi

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Bayesian variable selection for linear regression in high dimensional microarray data.

Wellington Cabrera, Carlos Ordonez, David Sergio Matusevich, Veerabhadran Baladandayuthapani

Proceedings of the Proceeding of the 7rd International Workshop on Data and Text Mining in Bioinformatics, 2013