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Extracted from:Programming Ruby, 3.2 The Pragmatic Programmers Guides PDF file contains pages extracted from Programming Ruby, 3.2, published by the Pragmatic Bookshelf. For more information or to

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How to fill out build real-time streaming applications

01

Choose appropriate streaming platform such as Apache Kafka, Amazon Kinesis, or Google Cloud Pub/Sub

02

Design the data processing pipeline to handle real-time data ingestion

03

Implement fault-tolerant and scalable architecture to ensure continuous data streaming

04

Utilize technologies like Apache Spark or Apache Flink for real-time data processing

05

Monitor the application performance and make necessary optimizations for better efficiency

Who needs build real-time streaming applications?

01

Companies that require real-time analytics to make instant business decisions

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Streaming services like video or music platforms that need to deliver data in real-time

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IoT devices that transmit continuous streams of sensor data

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Financial institutions for real-time fraud detection and risk management

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What is build real-time streaming applications?

Build real-time streaming applications involves creating software that can process and respond to data streams continuously, enabling immediate insights and actions based on incoming data.

Who is required to file build real-time streaming applications?

Individuals or organizations that develop or deploy real-time streaming applications are required to file for compliance and regulatory purposes, depending on the specific requirements of their industry.

How to fill out build real-time streaming applications?

To fill out build real-time streaming applications, developers should provide necessary application details, coding frameworks used, data handling processes, and compliance measures in a structured format as outlined by regulatory guidelines.

What is the purpose of build real-time streaming applications?

The purpose of building real-time streaming applications is to allow businesses to process and analyze data as it arrives, providing timely insights, improving decision-making, and enhancing customer engagement.

What information must be reported on build real-time streaming applications?

Information that must be reported includes application specifications, data sources, processing technologies used, data privacy measures, and compliance with industry standards.

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