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What is Streaming ETL?

Astera

Streaming ETL is a modern approach to extracting, transforming, and loading (ETL) that processes and moves data from source to destination in real-time. It relies on real-time data pipelines that process events as they occur. Events refer to various individual pieces of information within the data stream.

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What is Zero ETL? Components, Benefits How Does it Work

Astera

Keep in mind that zero-ETL is not a technology but rather a philosophy and approach to data integration. Therefore, the term “components of zero-ETL” refers to key elements and strategies that contribute to achieving its goals. In zero-ETL, the emphasis is on direct data movement that enables swift data migrations.

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Data Integration 101: Understanding The Basics

Astera

Data Movement Data movement from source to destination, with minimal transformation. Data movement involves data transformation, cleansing, formatting, and standardization. Data Quality Consideration Emphasis is on data availability rather than extensive data quality checks.

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Data Integration 101: Understanding The Basics

Astera

Data Movement Data movement from source to destination, with minimal transformation. Data movement involves data transformation, cleansing, formatting, and standardization. Data Quality Consideration Emphasis is on data availability rather than extensive data quality checks.

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What is ETL? – Extract, Transform, Load Explained

Astera

Data Quality: ETL facilitates data quality management , crucial for maintaining a high level of data integrity, which, in turn, is foundational for successful analytics and data-driven decision-making. ETL pipelines ensure that the data aligns with predefined business rules and quality standards.

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Top 7 Data Validation Tools to Explore in 2023

Astera

The platform also allows you to implement rigorous data validation checks and customize rules based on your specific requirements. Furthermore, by providing real-time data health checks, the platform provides instant feedback on the data quality, enabling you to keep track of changes.

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CDC for ETL Process Optimization in Finance Industry

Astera

However, as data volumes continue to grow and the need for real-time insights increases, banks are pushed to embrace more agile data management strategies. Change data capture (CDC) emerges as a pivotal solution that enables real-time data synchronization and analysis. daily or weekly).

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