What tools are commonly used in Lambda architecture?
Lambda architecture typically uses tools like Apache Hadoop, Apache Spark, and Apache Kafka for batch and stream processing.
Can you explain the role of Apache Kafka in this architecture?
Apache Kafka acts as a messaging system that handles real-time data feeds, allowing for efficient data ingestion.
What about the storage solutions? What do you recommend?
For storage, you can use HDFS for batch data and NoSQL databases like Cassandra or HBase for real-time data.
Are there any specific tools for data visualization in Lambda architecture?
Yes, tools like Tableau and Apache Superset are great for visualizing data processed in a Lambda architecture.
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