- What is the role of a Kafka broker in a Kafka cluster?
- Can you describe the publish-subscribe pattern in Apache Kafka?
- What is a topic in Apache Kafka and how is it different from a partition?
- How does Apache Kafka handle failures of a broker in a cluster?
- Can you explain the role of a zookeeper in Apache Kafka?
- How does Apache Kafka handle replication of data across multiple brokers?
- What is the purpose of a Kafka Consumer and how does it work?
- What is a Kafka producer and what is its role in the publish-subscribe pattern?
- How does Apache Kafka handle data compression and serialization?
- Can you describe the difference between a Kafka topic and a Kafka partition?
- Can you explain the difference between a Kafka Consumer Group and a Single Consumer?
- How does Apache Kafka ensure reliability and durability of data?
- What is a Kafka offset and what is its significance in Apache Kafka?
- Can you describe the steps involved in setting up a basic Apache Kafka cluster?
- How does Apache Kafka handle load balancing of data across multiple consumers in a Consumer Group?
- What is a Kafka partition leader and how does it differ from a follower?
- Can you explain the significance of Kafka partition re-assignment?
- How does Apache Kafka handle data consistency in a multi-broker cluster?
- What is a Kafka Connector and how does it work in Apache Kafka?
- Can you explain the architecture of an Apache Kafka cluster and the different components involved?
- How does Apache Kafka handle data scaling in a multi-broker cluster?
- Can you describe the process of data ingestion in Apache Kafka and the different options available?
- What is the role of a Kafka Streams application in real-time data processing with Apache Kafka?
- Can you explain the different ways in which data can be processed in Apache Kafka?
- How does Apache Kafka handle data retention and management of old data?
- Can you describe the process of data partitioning in Apache Kafka and the different strategies available?
- What is a Kafka Connect and how does it work in data ingestion with Apache Kafka?
- How does Apache Kafka handle data security and access control?
- Can you explain the concept of a Kafka transaction and its significance in Apache Kafka?
- How does Apache Kafka handle data compression and serialization at scale?
- Can you describe the different configuration options available in Apache Kafka for tuning performance?
- How does Apache Kafka handle data consistency and data integrity in a multi-broker cluster?
- Can you explain the role of a Kafka MirrorMaker in data replication between Kafka clusters?
- How does Apache Kafka handle data recovery in case of failures or crashes?
- Can you describe the process of setting up a multi-node Apache Kafka cluster for high availability?
- How does Apache Kafka handle data serialization and deserialization with different data formats?
- Can you explain the role of a Kafka consumer offset and how it is managed in Apache Kafka?
- How does Apache Kafka handle data partitioning and load balancing in a multi-consumer scenario?
- Can you describe the different use cases and applications of Apache Kafka in real-world scenarios?
- Can you explain the internal working of Apache Kafka, including data storage and retrieval mechanisms?
- How does Apache Kafka handle data distribution and replication across multiple data centers and geographic locations?
- Can you describe the process of setting up and maintaining a multi-datacenter Apache Kafka cluster for high availability and disaster recovery?
- How does Apache Kafka handle data compression and serialization for real-time streaming scenarios?
- Can you explain the different data processing patterns available in Apache Kafka and their use cases?
- How does Apache Kafka handle data security and privacy, including encryption, authentication, and authorization?
- Can you describe the different strategies for data partitioning in Apache Kafka and their impact on performance and scalability?
- How does Apache Kafka handle data ingestion from different sources, including real-time streaming, batch processing, and near-real-time data?
- Can you explain the role of Apache Kafka in big data and data lake architectures, including data ingestion, storage, and processing?
- How does Apache Kafka handle data compression and serialization for large-scale data processing and analytics?
- Can you describe the process of setting up a real-time data pipeline using Apache Kafka and other big data technologies?
- How does Apache Kafka handle data integration with other big data technologies, including Hadoop, Spark, and Flink?
- Can you explain the different use cases and applications of Apache Kafka in IoT, telemetry, and real-time data streams?
- How does Apache Kafka handle data distribution and replication for real-time data streams, including the use of message brokers and data brokers?
- Can you describe the process of setting up and maintaining a highly available and scalable Apache Kafka cluster for real-time data processing?
- How does Apache Kafka handle data distribution and replication for real-time data streams, including the use of event-driven architectures and event-sourced systems?
- Can you explain the role of Apache Kafka in microservices and distributed systems, including data management and data integration between microservices?
- How does Apache Kafka handle data compression and serialization for real-time data streams in cloud-native environments and cloud deployments?
- Can you describe the process of setting up and maintaining a multi-cloud Apache Kafka cluster for high availability and disaster recovery?
- How does Apache Kafka handle data integration and management for real-time data streams in cloud-native environments and deployments?
- Can you explain the most common gotchas and challenges when setting up and maintaining a large-scale Apache Kafka cluster?