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An Overview of ETL Techniques, Tools, Processes and Evaluations in Data Warehousing.
The extraction, transformation, and loading (ETL) process is a crucial and intricate area of
study that lies deep within the broad field of data warehousing. This specific, yet crucial …
study that lies deep within the broad field of data warehousing. This specific, yet crucial …
Data quality in ETL process: A preliminary study
The accuracy and relevance of Business Intelligence & Analytics (BI&A) rely on the ability to
bring high data quality to the data warehouse from both internal and external sources using …
bring high data quality to the data warehouse from both internal and external sources using …
Integrating big data: A semantic extract-transform-load framework
SK Bansal, S Kagemann - Computer, 2015 - ieeexplore.ieee.org
Current tools that facilitate the extract-transform-load (ETL) process focus on ETL workflow,
not on generating meaningful semantic relationships to integrate data from multiple …
not on generating meaningful semantic relationships to integrate data from multiple …
Towards a semantic extract-transform-load (ETL) framework for big data integration
SK Bansal - 2014 IEEE International Congress on Big Data, 2014 - ieeexplore.ieee.org
Big Data has become the new ubiquitous term used to describe massive collection of
datasets that are difficult to process using traditional database and software techniques …
datasets that are difficult to process using traditional database and software techniques …
The multi-criteria evaluation of research efforts based on ETL software: from business intelligence approach to big data and semantic approaches
C Boulahia, H Behja, MR Chbihi Louhdi… - Evolutionary …, 2024 - Springer
Many industries and academia have devoted a lot of effort and money to creating and/or
using good extract-transform-load (ETL) software suitable for their data analysis purposes …
using good extract-transform-load (ETL) software suitable for their data analysis purposes …
From conceptual design to performance optimization of ETL workflows: current state of research and open problems
SMF Ali, R Wrembel - The VLDB Journal, 2017 - Springer
In this paper, we discuss the state of the art and current trends in designing and optimizing
ETL workflows. We explain the existing techniques for:(1) constructing a conceptual and a …
ETL workflows. We explain the existing techniques for:(1) constructing a conceptual and a …
Automatic NoSQL to relational database transformation with dynamic schema map**
Recently, the use of NoSQL databases has grown to manage unstructured data for
applications to ensure performance and scalability. However, many organizations prefer to …
applications to ensure performance and scalability. However, many organizations prefer to …
[HTML][HTML] Semantic integration of raster data for earth observation: An RDF dataset of territorial unit versions with their land cover
Semantic technologies are at the core of Earth Observation (EO) data integration, by
providing an infrastructure based on RDF representation and ontologies. Because many EO …
providing an infrastructure based on RDF representation and ontologies. Because many EO …
Heterogeneous integration of big data using semantic web technologies
Semantic web offers information for both individuals and computers to preserve large data
scale semantically and provide a meaningful content of unstructured data. It offers new …
scale semantically and provide a meaningful content of unstructured data. It offers new …
A semantically enhanced service repository for user-centric service discovery and management
User centricity represents a new trend in the currently flourishing service oriented computing
era. By upgrading end-users to prosumers (producer+ consumer) and involving them in the …
era. By upgrading end-users to prosumers (producer+ consumer) and involving them in the …