Popular Data Engineering StackYou Should Know in 2024
Hey Readers!
As we dive into 2024, let’s take a sneak peek into the exciting world of data engineering. As technology changes every month, this blog will inform you of some emerging data engineering technologies in 2024.
Lets get started,
Data Lakehouse
A data lakehouse is a new, open data management architecture that combines the flexibility, cost-efficiency, and scale of data lakes with the data management and ACID transactions of data warehouses, enabling BI and ML on all data.
Read more here.
Snowflake
Snowflake is a data platform in the cloud that offers a data warehouse as a service. It enables businesses to store and analyze massive amounts of data in a scalable and effective manner.
When it comes to data engineering in Snowflake, several key concepts and best practices can help you make the most of the platform. Here’s an overview:
- Data Loading
- Data Modeling
- Data Transformation
- Data Integration
- Security
- Performance Optimization
- Backup and Recovery
- Cost Management
Apache Flink
A distributed processing engine and framework for stateful computations across bounded and unbounded data streams is called Apache Flink. Flink is built to operate at any scale, at in-memory performance, and in all popular cluster setups.
Mostly Apache Flink used in:
- Stream Processing
- Event Time Processing
- Stateful Processing
- Windowing and Time-Based Operations
- Machine Learning Integration
Talend
A popular open-source integration solution for data integration, transformation, and quality assurance is called Talend. It offers a single platform for managing end-to-end data operations and enables batch processing as well as real-time data integration.
Key features and components of Talend include:
- Connectivity
- Data Transformation
- Data Quality
- Big Data Integration
- Job Orchestration
Informatica ETL Tool
Informatica offers a number of data integration-focused products. Nonetheless, Informatica PowerCenter stands out as the portfolio’s main offering. Informatica PowerCenter has grown to be synonymous with Informatica due to its widespread use.
Informatica brings your data and AI to life by empowering your business to realize the transformative power of your most critical assets
Read more here.
That concludes this blog post. We have learned about some of the most cutting-edge data engineering tools and technology.
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