Carlos Ordonez

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 81

Top Venues

Publications

Abir Farouzi, Xiantian Zhou, Ladjel Bellatreche, Mimoun Malki, Carlos Ordonez
Balanced parallel triangle enumeration with an adaptive algorithm. Distributed Parallel Databases 42 (1) (2024)
Carlos Ordonez, Robin Varghese, Nguyen Phan, Wojciech Macyna
Growing a FLOWER: Building a Diagram Unifying Flow and ER Notation for Data Science. HILDA@SIGMOD (2024)
Carlos Ordonez, Wojciech Macyna, Ladjel Bellatreche
Energy-Aware Analytics in the Cloud. BiDEDE@SIGMOD (2024)
Elijah Mitchell, Nabila Berkani, Ladjel Bellatreche, Carlos Ordonez
FLOWER: Viewing Data Flow in ER Diagrams. DaWaK (2023)
Robin Varghese, Carlos Ordonez
Understanding Data Pre-processing with a Hybrid Diagram Integrating ER and Data Flow Notation. BigData (2023)
Robin Varghese, Carlos Ordonez
Improving Stochastic Gradient Descent Initializing with Data Summarization. DaWaK (2023)
Abir Farouzi, Xiantian Zhou, Ladjel Bellatreche, Mimoun Malki, Carlos Ordonez
Parallel Pattern Enumeration in Large Graphs. DEXA (1) (2023)
Xiantian Zhou, Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez
Bitwise Algorithms to Compute the Transitive Closure of Graphs in Python. DEXA (1) (2023)
Ladjel Bellatreche, Fouad Djellali, Wojciech Macyna, Carlos Ordonez
Energy-Aware Query Processing: A Case Study on Join Reordering. BigData (2023)
Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen, Robin Varghese, Carlos Ordonez
A Different VIM: Visualizing Incremental Machine Learning. CIKM (2022)
Sikder Tahsin Al-Amin, Carlos Ordonez
Incremental and accurate computation of machine learning models with smart data summarization. J. Intell. Inf. Syst. 59 (1) (2022)
Wellington Cabrera, Xiantian Zhou, Ladjel Bellatreche, Carlos Ordonez
GALGO: Scalable Graph Analytics with a Parallel DBMS. CIKM (2022)
Carlos Ordonez, Ian Fund, Ladjel Bellatreche
Comparing Association Rules and Deep Neural Networks for Heart Disease Prediction. Big Data (2022)
Carlos Ordonez
Scalable Parallel Machine Learning Computing a Summarization Matrix with SQL Queries. Big Data (2022)
Ladjel Bellatreche, Carlos Ordonez, Dominique Méry, Matteo Golfarelli, El Hassan Abdelwahed
The central role of data repositories and data models in Data Science and Advanced Analytics. Future Gener. Comput. Syst. 129 (2022)
Ayoub Bouhatous, Ladjel Bellatreche, El Hassan Abdelwahed, Carlos Ordonez
The Impact of Multicore CPUs on Eco-Friendly Query Processors in Big Data Warehouses. Big Data (2022)
Carlos Garcia-Alvarado, Carlos Ordonez
In-DBMS K-means Clustering for Binary Streams. Big Data (2022)
Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses. Data Knowl. Eng. 142 (2022)
Sikder Tahsin Al-Amin, Robin Varghese, David Lloyd, Maria A. Gonzalez-Gonzalez, Mario I. Romero-Ortega, Carlos Ordonez
Discovering Similar Spike Patterns in High Dimensional Biomedical Signals. Big Data (2022)
Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez
Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL. DaWaK (2021)
Sikder Tahsin Al-Amin, Carlos Ordonez
Fast Machine Learning in Data Science with a Comprehensive Data Summarization. IEEE BigData (2021)
Xiantian Zhou, Carlos Ordonez
Programming Languages in Data Science: a Comparison from a Database Angle. IEEE BigData (2021)
Sikder Tahsin Al-Amin, Carlos Ordonez
Efficient machine learning on data science languages with parallel data summarization. Data Knowl. Eng. 136 (2021)
Mohamed Hamlich, Ladjel Bellatreche, Anirban Mondal, Carlos Ordonez
Special Issue on Smart Applications and Data Analysis for Smart Cyber-Physical Systems. J. Syst. Archit. 121 (2021)
Xiantian Zhou, Carlos Ordonez
Efficient Graph Analytics in Python for Large-Scale Data Science. DaWaK (2021)
Carlos Garcia-Alvarado, Carlos Ordonez
Querying Big Source Code. IEEE BigData (2020)
Carlos Ordonez, Sikder Tahsin Al-Amin, Xiantian Zhou
A Simple Low Cost Parallel Architecture for Big Data Analytics. IEEE BigData (2020)
Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki
Enumération Randomisée des Triangles dans des Graphes à Grande Echelle à base de SQL. EDA (2020)
Simon Pierre Dembele, Ladjel Bellatreche, Carlos Ordonez, Nabil Gmati, Mathieu Roche, Tri Nguyen-Huu, Laurent Debreu
Big Steps Towards Query Eco-Processing - Thinking Smart. ARIMA J. 34 (2020)
Sikder Tahsin Al-Amin, Carlos Ordonez
Scalable Machine Learning on Popular Analytic Languages with Parallel Data Summarization. DaWaK (2020)
Carlos Ordonez, Sikder Tahsin Al-Amin, Ladjel Bellatreche
An ER-Flow Diagram for Big Data. IEEE BigData (2020)
Simon Pierre Dembele, Ladjel Bellatreche, Carlos Ordonez
Towards Green Query Processing - Auditing Power Before Deploying. IEEE BigData (2020)
Simon Pierre Dembele, Ladjel Bellatreche, Carlos Ordonez, Amine Roukh
Think big, start small: a good initiative to design green query optimizers. Clust. Comput. 23 (3) (2020)
Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki
PandaSQL: Parallel Randomized Triangle Enumeration with SQL Queries. CIKM (2020)
Quangtri Thai, Carlos Ordonez, Omprakash Gnawali
Monitoring Networks with Insightful Queries. WiNTECH@MOBICOM (2020)
Carlos Ordonez, Zhibo Chen, Alfredo Cuzzocrea, Javier García-García
An Intelligent Visual Big Data Analytics Framework for Supporting Interactive Exploration and Visualization of Big OLAP Cubes. IV (2020)
Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki
A Scalable Randomized Algorithm for Triangle Enumeration on Graphs Based on SQL Queries. DaWaK (2020)
Quangtri Thai, Carlos Ordonez, Omprakash Gnawali
Monitoring Networks with Queries Evaluated by Edge Computing. IEEE BigData (2020)
Carlos Ordonez, Ladjel Bellatreche
Guest Editorial - DaWaK 2018 Special Issue - Trends in Big Data Analytics. Data Knowl. Eng. 126 (2020)
Carlos Ordonez
A Comparison of Data Science Systems. BDA (2020)
Nabila Berkani, Ladjel Bellatreche, Selma Khouri, Carlos Ordonez
The contribution of linked open data to augment a traditional data warehouse. J. Intell. Inf. Syst. 55 (3) (2020)
Soumia Benkrid, Yacine Mestoui, Ladjel Bellatreche, Carlos Ordonez
A Genetic Optimization Physical Planner for Big Data Warehouses. IEEE BigData (2020)
Carlos Ordonez, Il-Yeol Song
Guest Editorial - DaWaK 2019 Special Issue - Evolving Big Data Analytics Towards Data Science. Data Knowl. Eng. 129 (2020)
Sikder Tahsin Al-Amin, Siva Uday Sampreeth Chebolu, Carlos Ordonez
Extending the R Language with a Scalable Matrix Summarization Operator. IEEE BigData (2020)
Xiantian Zhou, Carlos Ordonez
Matrix Multiplication with SQL Queries for Graph Analytics. IEEE BigData (2020)
Carlos Ordonez, Yiqun Zhang, S. Lennart Johnsson
Scalable machine learning computing a data summarization matrix with a parallel array DBMS. Distributed Parallel Databases 37 (3) (2019)
Dihia Lanasri, Carlos Ordonez, Ladjel Bellatreche, Selma Khouri
ER4ML: An ER Modeling Tool to Represent Data Transformations in Data Science. ER Forum/Posters/Demos (2019)
Yiqun Zhang, Carlos Ordonez, Javier García-García, Ladjel Bellatreche, Humberto Carrillo
Corrigendum to "The percentage cube" [Inf. Syst. 79 (2019) 20-31]. Inf. Syst. 83 (2019)
Jorge Galicia, Amin Mesmoudi, Ladjel Bellatreche, Carlos Ordonez
Reverse Partitioning for SPARQL Queries: Principles and Performance Analysis. DEXA (2) (2019)
Carlos Ordonez, Ladjel Bellatreche
Enhancing ER Diagrams to View Data Transformations Computed with Queries. DOLAP (2019)
Nabila Berkani, Ladjel Bellatreche, Selma Khouri, Carlos Ordonez
Value-driven Approach for Designing Extended Data Warehouses. DOLAP (2019)
Yiqun Zhang, Carlos Ordonez, Javier García-García, Ladjel Bellatreche, Humberto Carrillo
The percentage cube. Inf. Syst. 79 (2019)
Xiantian Zhou, Carlos Ordonez
Computing Complex Graph Properties with SQL Queries. IEEE BigData (2019)
Siva Uday Sampreeth Chebolu, Carlos Ordonez, Sikder Tahsin Al-Amin
Scalable Machine Learning in the R Language Using a Summarization Matrix. DEXA (2) (2019)
Carlos Ordonez, Predrag T. Tosic
Time Complexity and Parallel Speedup of Relational Queries to Solve Graph Problems. DEXA (2) (2018)
Carlos Ordonez, Ladjel Bellatreche
A Survey on Parallel Database Systems from a Storage Perspective: Rows Versus Columns. DEXA Workshops (2018)
Djahida Belayadi, Khaled-Walid Hidouci, Ladjel Bellatreche, Carlos Ordonez
Équilibrage de Distribution de Données d'une Base en Mémoire Parallèle Partitionnées par Intervalle. EDA (2018)
Cyrille Ponchateau, Ladjel Bellatreche, Carlos Ordonez, Mickaël Baron
A Mathematical Database to Process Time Series. Int. J. Data Warehous. Min. 14 (3) (2018)
Sikder Tahsin Al-Amin, Carlos Ordonez, Ladjel Bellatreche
Big Data Analytics: Exploring Graphs with Optimized SQL Queries. DEXA Workshops (2018)
Nabila Berkani, Ladjel Bellatreche, Carlos Ordonez
ETL-aware materialized view selection in semantic data stream warehouses. RCIS (2018)
Djahida Belayadi, Khaled-Walid Hidouci, Ladjel Bellatreche, Carlos Ordonez
Cost Effective Load-Balancing Approach for Range-Partitioned Main-Memory Resident Data. DEXA (2) (2018)
Yiqun Zhang, Carlos Ordonez, S. Lennart Johnsson
A Cloud System for Machine Learning Exploiting a Parallel Array DBMS. DEXA Workshops (2017)
Carlos Ordonez, Theodore Johnson, Divesh Srivastava, Simon Urbanek
A Tool for Statistical Analysis on Network Big Data. DEXA Workshops (2017)
Wellington Cabrera, Carlos Ordonez
Scalable parallel graph algorithms with matrix-vector multiplication evaluated with queries. Distributed Parallel Databases 35 (3-4) (2017)
Yiqun Zhang, Carlos Ordonez, Javier García-García, Ladjel Bellatreche
Optimization of Percentage Cube Queries. EDBT/ICDT Workshops (2017)
Carlos Ordonez, Carlos Garcia-Alvarado, Il-Yeol Song
Special issue on DOLAP 2015: Evolving data warehousing and OLAP cubes to big data analytics. Inf. Syst. 68 (2017)
Predrag T. Tosic, Carlos Ordonez
Boolean Network Models of Collective Dynamics of Open and Closed Large-Scale Multi-agent Systems. HoloMAS (2017)
Carlos Ordonez, Theodore Johnson, Simon Urbanek, Vladislav Shkapenyuk, Divesh Srivastava
Integrating the R Language Runtime System with a Data Stream Warehouse. DEXA (2) (2017)
Carlos Ordonez, Wellington Cabrera, Achyuth Gurram
Comparing columnar, row and array DBMSs to process recursive queries on graphs. Inf. Syst. 63 (2017)
Fermin Ornelas, Carlos Ordonez
Predicting Student Success: A Naïve Bayesian Application to Community College Data. Technol. Knowl. Learn. 22 (3) (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)
Jian Pei, Leman Akoglu, Hongrae Lee, Justin J. Levandoski, Xuelong Li, Rosa Meo, Carlos Ordonez, Jeff M. Phillips, Barbara Poblete, K. Selçuk Candan, Meng Wang, Ji-Rong Wen, Li Xiong, Wenjie Zhang
EIC Editorial. IEEE Trans. Knowl. Data Eng. 28 (10) (2016)
Wellington Cabrera, Carlos Ordonez
Unified Algorithm to Solve Several Graph Problems with Relational Queries. AMW (2016)
Carlos Ordonez, Javier García-García
Managing Big Data Analytics Workflows with a Database System. CCGrid (2016)
Yiqun Zhang, Carlos Ordonez, Wellington Cabrera
Big Data Analytics Integrating a Parallel Columnar DBMS and the R Language. CCGrid (2016)
Amine Roukh, Ladjel Bellatreche, Nikos Tziritas, Carlos Ordonez
Energy-Aware Query Processing on a Parallel Database Cluster Node. ICA3PP (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)
Sofian Maabout, Carlos Ordonez, Patrick Kamnang Wanko, Nicolas Hanusse
Skycube Materialization Using the Topmost Skyline or Functional Dependencies. ACM Trans. Database Syst. 41 (4) (2016)
Carlos Ordonez, Yiqun Zhang
Time Complexity and Parallel Speedup to Compute the Gamma Summarization Matrix. AMW (2016)
Amine Roukh, Ladjel Bellatreche, Carlos Ordonez
EnerQuery: Energy-Aware Query Processing. CIKM (2016)
Nicolas Hanusse, Patrick Kamnang Wanko, Sofian Maabout, Carlos Ordonez
Dépendances fonctionnelles et requêtes skyline multidimensionnelles. Ingénierie des Systèmes d Inf. 20 (5) (2015)
Carlos Garcia-Alvarado, Carlos Ordonez
Clustering binary cube dimensions to compute relaxed GROUP BY aggregations. Inf. Syst. 53 (2015)
Carlos Garcia-Alvarado, Carlos Ordonez, Il-Yeol Song
DOLAP 2015 Workshop Summary. CIKM (2015)
David Sergio Matusevich, Carlos Ordonez
A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries. BigMine (2014)
Carlos Ordonez, Yiqun Zhang, Wellington Cabrera
The Gamma Operator for Big Data Summarization on an Array DBMS. BigMine (2014)
Carlos Ordonez, Carlos Garcia-Alvarado, Veerabhadran Baladandayuthapani
Bayesian Variable Selection in Linear Regression in One Pass for Large Datasets. ACM Trans. Knowl. Discov. Data 9 (1) (2014)
Carlos Ordonez, Naveen Mohanam, Carlos Garcia-Alvarado
PCA for large data sets with parallel data summarization. Distributed Parallel Databases 32 (3) (2014)
Carlos Garcia-Alvarado, Carlos Ordonez
ONTOCUBO: cube-based ontology construction and exploration. SIGMOD Conference (2014)
Carlos Ordonez, Achyuth Gurram, Nirmala Rai
Recursive Query Evaluation in a Column DBMS to Analyze Large Graphs. DOLAP (2014)
Amira Kerkad, Ladjel Bellatreche, Pascal Richard, Carlos Ordonez, Dominique Geniet
A Query Beehive Algorithm for Data Warehouse Buffer Management and Query Scheduling. Int. J. Data Warehous. Min. 10 (3) (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)
Zhibo Chen, Carlos Ordonez
Optimizing OLAP cube processing on solid state drives. DOLAP (2013)
Sanvesh Srivastava, Wenyi Wang, Ganiraju Manyam, Carlos Ordonez, Veerabhadran Baladandayuthapani
Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines. EURASIP J. Bioinform. Syst. Biol. 2013 (2013)
David Sergio Matusevich, Carlos Ordonez, Veerabhadran Baladandayuthapani
A fast convergence clustering algorithm merging MCMC and EM methods. CIKM (2013)
Carlos Ordonez, Zhibo Chen
Discovering frequent pattern pairs. Intell. Data Anal. 17 (6) (2013)
Stéphane Jean, Ladjel Bellatreche, Carlos Ordonez, Géraud Fokou, Mickaël Baron
OntoDBench: Interactively Benchmarking Ontology Storage in a Database. ER (2013)
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)
Javier García-García, Carlos Ordonez, Predrag T. Tosic
Efficiently repairing and measuring replica consistency in distributed databases. Distributed Parallel Databases 31 (3) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carlos Ordonez