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inca's Introduction

INCA

This application allows data inconsistency profiling.

Code structure

The project is a maven project. One has to install maven, at least version 3.6.3

Execution

cd IQ

mvn clean

mvn install

mvn spring-boot:run

Application is available on address: http://localhost:8080

Tools

Application is developed using springBoot in java (version 14.0.1), HTML, CSS and JavaScript. As mentioned above, it managed using maven.

TopInc performance

To perform top-k query processing, we use our developped algorithm called TopInc algorithm. Below, we show by intensive experiment the performance our topInc algorithm.

The following figures show the performance running time of topInc compared to baseline algorithm (compute all answers, sort them and choose the k first.) Respectively for Q1, Q2 and Q8.

time running query Q1 time running query Q2 time running query Q8

The following figures show the foot print memory comparison of topInc with baseline algorithm (for Q1, Q2 and Q8 respectively)

fp.memory query Q1 fp.memory query Q2 fp.memory query Q8

More details can found in our paper https://dl.acm.org/doi/10.14778/3407790.3407815

inca's People

Contributors

oussissa123 avatar semlanghi avatar

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