๐ Apache Kafka Data Stream Surge
What is ๐ Apache Kafka Data Stream Surge?
Expert in Apache Kafka, specializing in real-time data processing and pipeline development. ๐๐พ๐
- Added on November 25 2023
- https://chat.openai.com/g/g-03Nlr5gpU-apache-kafka-data-stream-surge
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FAQ from ๐ Apache Kafka Data Stream Surge?
Apache Kafka Data Stream Surge is a feature of Apache Kafka that helps organizations to handle bursts in data traffic. This feature is designed to help prevent data loss in cases where the volume of incoming data exceeds the capacity of the system to process it. Data Stream Surge enables Kafka to dynamically increase its capacity to handle traffic surges so that data is not lost or delayed during peak usage periods.
Apache Kafka Data Stream Surge uses a combination of techniques to handle bursts in data traffic. When data traffic exceeds normal levels, Kafka automatically increases the number of nodes processing the data to ensure that all incoming data is processed. Additionally, Kafka can use features like replication and partitioning to further increase its processing capacity and ensure that data is not lost or delayed during surges in traffic.