Challenges of Data Ingestion
How Data Ingestion Service can Benefit Businesses
Types of Data Ingestion
Batch Data Ingestion
Ingest large volumes of data in batches at scheduled intervals, suitable for non-real-time data analysis and reporting.
Streaming Data Ingestion
Ingest continuous streams of data in real-time, allowing for near-instantaneous processing and analysis.
Log-based Data Ingestion
Ingest data from log files generated by applications, servers, or devices, providing detailed event-level information for analysis.
Real-time Data Ingestion
Ingest data as it is generated, enabling immediate analysis, alerting, and response to time-sensitive events.
Incremental Data Ingestion
Capture only the changes or updates to existing data sources, reducing redundancy and improving efficiency.
External Data Ingestion
Ingest data from external sources such as social media platforms, weather APIs, or third-party data providers, enriching existing datasets.