Tech

Apache Flink: Unleashing the Power of Stream Processing

Processing /

In the evolving landscape of real-time data processing, Apache Flink has emerged as one of the leading stream processing frameworks, offering capabilities that go far beyond traditional data batch processing systems. As businesses increasingly rely on real-time data to drive decision-making, Flink has become an essential tool, enabling organizations to process vast amounts of data […]

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Apache Kafka 101: The Backbone of Real-Time Data Streaming

Stream Pipelines /

In today’s data-driven world, businesses need to process and analyze vast amounts of information in real time. This demand has led to the rise of data streaming platforms, with Apache Kafka emerging as one of the most powerful and widely adopted tools for real-time data streaming. Since its inception at LinkedIn in 2011, Kafka has

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Navigating AWS SageMaker and Bedrock: Understanding Their Differences and Use Cases

Tools /

In the landscape of AI and machine learning, Amazon Web Services (AWS) has introduced two major services—SageMaker and Bedrock—that cater to the needs of developers and businesses seeking to deploy machine learning (ML) models at scale. Although both services enable the integration of AI into various applications, their use cases and functionalities differ significantly, warranting

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GDPR Compliance with Apache Kafka: Handling Data Deletion Requests Effectively

Stream Pipelines /

Introduction The General Data Protection Regulation (GDPR), or Datenschutz-Grundverordnung (DSGVO) in German, mandates that organizations must be able to delete a user’s personal data upon request. Failure to comply with this requirement can result in severe fines, reaching up to 4% of a company’s global revenue or €20 million, whichever is higher. For companies using

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