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How to Use Kafka for Event Streaming in a Microservices Architecture?

Workfall

It means that there is a high risk of data loss but Apache Kafka solves this because it is distributed and can easily scale horizontally and other servers can take over the workload seamlessly. This is where Apache Kafka comes in. Kafka can also be used to stream data from IoT devices or sensors. Let’s get started!

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Build AI-powered Recommendations with Confluent Cloud for Apache Flink® and Rockset

Rockset

Rockset customers using Flink often share how challenging it is to self-manage Flink for streaming transformations. That’s why we’re thrilled that Confluent Cloud is making it easier to use Flink, providing efficient and performant stream processing while saving engineers from complex infrastructure management. What is RAG?

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Internal services pipeline in Analytics Platform

Picnic Engineering

In the “Picnic Analytics Platform: Migration from AWS Kinesis to Confluent Cloud” we described why and how we migrated from AWS Kinesis to Confluent Cloud. This time we will dive into how we configure our internal services pipeline. We use the RabbitMQ Source connector for Apache Kafka Connect.

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Building Real-time Machine Learning Foundations at Lyft

Lyft Engineering

In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. In this blog post, we will discuss what we built in support of that goal and some of the lessons we learned along the way.

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BPFAgent: eBPF for Monitoring at DoorDash

DoorDash Engineering

By building at the kernel level, we can monitor network traffic at the infrastructure level, which gives us new insights into DoorDash’s backend ecosystem that’s independent of the service workflow. Building BPFAgent We developed the first version of BPFAgent using bcc and iovisor/gobpf libraries.

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Using Graph Processing for Kafka Stream Visualizations

Confluent

We know that Apache Kafka ® is great when you’re dealing with streams, allowing you to conveniently look at streams as tables. Many domains, such as social relationships, company ownership structures, and even how web pages link to one another on the web are very naturally a graph.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Most of us have observed that data scientist is usually labeled the hottest job of the 21st century, but is it the only most desirable job? And, out of these professions, this blog will discuss the data engineering job role. Within no time, most of them are either data scientists already or have set a clear goal to become one.