Gheorghi Guzun

According to our database, Gheorghi Guzun authored at least 15 papers between 2013 and 2022.

Collaborative distances:

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

2022

Faster Multidimensional Data Queries on Infrastructure Monitoring Systems.

Yinghua Qin, Gheorghi Guzun

Big Data Res., 2022

CLP: A Platform for Competitive Learning.

Arpita Vats, Gheorghi Guzun, David C. Anastasiu

Proceedings of the Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption, 2022

2020

High-dimensional similarity searches using query driven dynamic quantization and distributed indexing.

Gheorghi Guzun, Guadalupe Canahuate

Distributed Parallel Databases, 2020

2019

Multidimensional Preference Query Optimization on Infrastructure Monitoring Systems.

Yinghua Qin, Gheorghi Guzun

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Distributed query-aware quantization for high-dimensional similarity searches.

Gheorghi Guzun, Guadalupe Canahuate

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017

Supporting Dynamic Quantization for High-Dimensional Data Analytics.

Gheorghi Guzun, Guadalupe Canahuate

Proceedings of the ExploreDB'17, Chicago, IL, USA, May 19, 2017, 2017

2016

Hybrid query optimization for hard-to-compress bit-vectors.

Gheorghi Guzun, Guadalupe Canahuate

VLDB J., 2016

Performance evaluation of word-aligned compression methods for bitmap indices.

Gheorghi Guzun, Guadalupe Canahuate

Knowl. Inf. Syst., 2016

A Two-Phase MapReduce Algorithm for Scalable Preference Queries over High-Dimensional Data.

Gheorghi Guzun, Guadalupe Canahuate, David Chiu

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

On-demand aggregation of gridded data over user-specified spatio-temporal domains.

Joel E. Tosado, Gheorghi Guzun, Guadalupe Canahuate, Ricardo Mantilla

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Power efficient big data analytics algorithms through low-level operations.

Gheorghi Guzun, Josiah C. McClurg, Guadalupe Canahuate, Raghuraman Mudumbai

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Scalable preference queries for high-dimensional data using map-reduce.

Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Slicing the Dimensionality: Top-k Query Processing for High-Dimensional Spaces.

Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate

Trans. Large Scale Data Knowl. Centered Syst., 2014

A tunable compression framework for bitmap indices.

Gheorghi Guzun, Guadalupe Canahuate, David Chiu, Jason Sawin

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013

Dynamic bitmap index recompression through workload-based optimizations.

Fredton Doan, David Chiu, Brasil Perez Lukes, Jason Sawin, Gheorghi Guzun, Guadalupe Canahuate

Proceedings of the 17th International Database Engineering & Applications Symposium, 2013