Carlos Garcia-Alvarado

According to our database, Carlos Garcia-Alvarado authored at least 35 papers between 2008 and 2022.

Collaborative distances:

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

2022

In-DBMS K-means Clustering for Binary Streams.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Coxswain: Guided Data Analytics.

Carlos Garcia-Alvarado

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Querying Big Source Code.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Democratization of OLAP DSMS.

Carlos Garcia-Alvarado, Joy Kent, Li Liu, Jay Hum

Proceedings of the Big Data Analytics and Knowledge Discovery, 2019

2017

Special issue on DOLAP 2015: Evolving data warehousing and OLAP cubes to big data analytics.

Carlos Ordonez, Carlos Garcia-Alvarado, Il-Yeol Song

Inf. Syst., 2017

2015

Clustering binary cube dimensions to compute relaxed GROUP BY aggregations.

Carlos Garcia-Alvarado, Carlos Ordonez

Inf. Syst., 2015

DOLAP 2015 Workshop Summary.

Carlos Garcia-Alvarado, Carlos Ordonez, Il-Yeol Song

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Bayesian Variable Selection in Linear Regression in One Pass for Large Datasets.

Carlos Ordonez, Carlos Garcia-Alvarado, Veerabhadran Baladandayuthapani

ACM Trans. Knowl. Discov. Data, 2014

PCA for large data sets with parallel data summarization.

Carlos Ordonez, Naveen Mohanam, Carlos Garcia-Alvarado

Distributed Parallel Databases, 2014

Orca: a modular query optimizer architecture for big data.

Mohamed A. Soliman, Lyublena Antova, Venkatesh Raghavan, Amr El-Helw, Zhongxian Gu, Entong Shen, George C. Caragea, Carlos Garcia-Alvarado, Foyzur Rahman, Michalis Petropoulos, Florian Waas, Sivaramakrishnan Narayanan, Konstantinos Krikellas, Rhonda Baldwin

Proceedings of the International Conference on Management of Data, 2014

ONTOCUBO: cube-based ontology construction and exploration.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the International Conference on Management of 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

Total operator state recall - Cost-effective reuse of results in Greenplum Database.

George C. Caragea, Carlos Garcia-Alvarado, Michalis Petropoulos, Florian M. Waas

Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Clustering cubes with binary dimensions in one pass.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the sixteenth international workshop on Data warehousing and OLAP, 2013

2012

Integrating and querying source code of programs working on a database.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the Third International Workshop on Keyword Search on Structured Data, 2012

Automatic Data Placement in MPP Databases.

Carlos Garcia-Alvarado, Venkatesh Raghavan, Sivaramakrishnan Narayanan, Florian M. Waas

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Query processing on cubes mapped from ontologies to dimension hierarchies.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the DOLAP 2012, 2012

Fast PCA computation in a DBMS with aggregate UDFs and LAPACK.

Carlos Ordonez, Naveen Mohanam, Carlos Garcia-Alvarado, Predrag T. Tosic, Edgar Martinez

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Querying external source code files of programs connecting to a relational database.

Carlos Garcia-Alvarado, Carlos Ordonez, Veerabhadran Baladandayuthapani

Proceedings of the 5th Ph.D. Workshop on Information and Knowledge Management, 2012

2011

Parallel Multithreaded Processing for Data Set Summarization on Multicore CPUs.

Carlos Ordonez, Mario Navas, Carlos Garcia-Alvarado

J. Comput. Sci. Eng., 2011

A data mining system based on SQL queries and UDFs for relational databases.

Carlos Ordonez, Carlos Garcia-Alvarado

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Integrating and querying web databases and documents.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

ONTOCUBE: efficient ontology extraction using OLAP cubes.

Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Query recommendation in digital libraries using OLAP.

Carlos Garcia-Alvarado, Carlos Ordonez, Zhibo Chen

Proceedings of the Second International Workshop on Keyword Search on Structured Data, 2010

Keyword search across databases and documents.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the Second International Workshop on Keyword Search on Structured Data, 2010

Enhancing Document Exploration with OLAP.

Zhibo Chen, Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the ICDMW 2010, 2010

Relational versus non-relational database systems for data warehousing.

Carlos Ordonez, Il-Yeol Song, Carlos Garcia-Alvarado

Proceedings of the DOLAP 2010, 2010

Comparing SQL and MapReduce to compute Naive Bayes in a single table scan.

Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado

Proceedings of the Second International CIKM Workshop on Cloud Data Management, 2010

OLAP-based query recommendation.

Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

A Referential Integrity Browser for Distributed Databases.

Carlos Ordonez, Javier García-García, Rogelio Montero-Campos, Carlos Garcia-Alvarado

Proceedings of the 12th International Workshop on the Web and Databases, 2009

DBDOC: querying and browsing databases and interrelated documents.

Carlos Garcia-Alvarado, Carlos Ordonez, Zhibo Chen

Proceedings of the First International Workshop on Keyword Search on Structured Data, 2009

Fast and dynamic OLAP exploration using UDFs.

Zhibo Chen, Carlos Ordonez, Carlos Garcia-Alvarado

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

OLAP with UDFs in digital libraries.

Carlos Garcia-Alvarado, Zhibo Chen, Carlos Ordonez

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Information retrieval from digital libraries in SQL.

Carlos Garcia-Alvarado, Carlos Ordonez

Proceedings of the 10th ACM International Workshop on Web Information and Data Management (WIDM 2008), 2008

Efficient Distance Computation Using SQL Queries and UDFs.

Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008