article thumbnail

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

Astera

So, let’s explore them in detail: Zero ETL Components Real-Time Data Replication It is a fundamental component of zero-ETL. Organizations use real-time data integration technologies to facilitate the continuous flow of data from source systems to destination repositories.

article thumbnail

What Is Change Data Capture (CDC): Methods, Benefits, and Challenges

Astera

Approach: Depending on their use case and requirements, organizations set up different change data capture approaches. Common methods include the log-based approach which involves monitoring the database transaction log to identify changes, and trigger-based CDC where certain triggers are used to capture changes. Start Trial

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

 Top 5 Data Preparation Tools In 2023

Astera

An agile tool that can easily adopt various data architecture types and integrate with different providers will increase the efficiency of data workflows and ensure that data-driven insights can be derived from all relevant sources. Adaptability is another important requirement.

article thumbnail

Finance Data Warehouse for Reporting and Analytics

Astera

Efficient Reporting: Standardized data within a data warehouse simplifies the reporting process. This enables analysts to generate consistent reports swiftly, which are essential to evaluate performance, monitor financial health, and make informed strategic decisions.

article thumbnail

10 Examples of How Big Data in Logistics Can Transform The Supply Chain

Data Pine

To work effectively, big data requires a large amount of high-quality information sources. Where is all of that data going to come from? Transparency: With the ability to monitor the movements of goods and delivery operatives in real-time, you can improve internal as well as external efficiency.

article thumbnail

ETL Batch Processing: A Comprehensive Guide

Astera

IoT Data Processing : Handling and analyzing data from sensors or connected devices as it arrives. Real-time Analytics : Making immediate business decisions based on the most current data. Log Monitoring : Analyzing logs in real-time to identify issues or anomalies.

article thumbnail

ETL Batch Processing: A Comprehensive Guide

Astera

IoT Data Processing : Handling and analyzing data from sensors or connected devices as it arrives. Real-time Analytics : Making immediate business decisions based on the most current data. Log Monitoring : Analyzing logs in real-time to identify issues or anomalies.