What are the emerging trends in streaming frameworks?
Some emerging trends include serverless architectures, real-time data processing, and enhanced integration with AI.
How do serverless architectures improve streaming?
Serverless architectures allow for automatic scaling and reduced operational overhead, making it easier to handle variable workloads.
What role does AI play in streaming frameworks?
AI enhances streaming frameworks by enabling predictive analytics, personalized content delivery, and automated quality adjustments.
Can you give examples of popular streaming frameworks?
Sure! Popular frameworks include Apache Kafka, Apache Flink, and Google Cloud Dataflow.
What challenges do developers face with these frameworks?
Developers often face challenges like managing data consistency, ensuring low latency, and handling complex event processing.
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