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The Good and the Bad of Apache Kafka Streaming Platform

AltexSoft

Kafka can continue the list of brand names that became generic terms for the entire type of technology. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. What is Kafka?

Kafka 93
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Elasticsearch or Rockset for Real-Time Analytics: Real-Time Ingestion and Indexing

Rockset

Thus queries can access data in the memory itself and don’t have to wait until it is written to the disk. In contrast, real-time analytics often involves data coming from an operational database, like MongoDB or DynamoDB, which is updated frequently. For each commonly used data source (for example S3, Kafka, MongoDB, DynamoDB, etc.),

MongoDB 40
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Aggregator Leaf Tailer: An Alternative to Lambda Architecture for Real-Time Analytics

Rockset

Common Lambda Architectures: Kafka, Spark, and MongoDB/Elasticsearch If you are a data practitioner, you would probably have either implemented or used a data processing platform that incorporates the Lambda architecture. The final output would be written to a serving system like Apache Cassandra, Elasticsearch or MongoDB.