Remove testing-kafka-streams
article thumbnail

Testing Kafka Streams – A Deep Dive

Confluent

Tools for automated testing of Kafka Streams applications have been available to developers ever since the technology’s genesis. Although these tools are very useful in practice, this blog post will […].

Kafka 124
article thumbnail

Revolutionizing Real-Time Streaming Processing: 4 Trillion Events Daily at LinkedIn

LinkedIn Engineering

Authors: Bingfeng Xia and Xinyu Liu Background At LinkedIn, Apache Beam plays a pivotal role in stream processing infrastructures that process over 4 trillion events daily through more than 3,000 pipelines across multiple production data centers. Additionally, they needed the ability to experiment with streaming pipelines in batch mode.

Process 119
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Ensuring the Successful Launch of Ads on Netflix

Netflix Tech

In this blog post, we’ll discuss the methods we used to ensure a successful launch, including: How we tested the system Netflix technologies involved Best practices we developed Realistic Test Traffic Netflix traffic ebbs and flows throughout the day in a sinusoidal pattern. Basic with ads was launched worldwide on November 3rd.

Algorithm 136
article thumbnail

Druid Deprecation and ClickHouse Adoption at Lyft

Lyft Engineering

In this particular blog post, we explain how Druid has been used at Lyft and what led us to adopt ClickHouse for our sub-second analytic system. Real-time Ingestion Events from our real-time analytics pipeline were configured to be sent into our internal Flink application, streamed to Kafka, and written into Druid.

Kafka 104
article thumbnail

Running Unified PubSub Client in Production at Pinterest

Pinterest Engineering

A central component of data ingestion infrastructure at Pinterest is our PubSub stack, and the Logging Platform team currently runs deployments of Apache Kafka and MemQ. years since our previous blog post, PSC has been battle-tested at large scale in Pinterest with notably positive feedback and results.

Kafka 99
article thumbnail

An Engineering Guide to Data Quality - A Data Contract Perspective - Part 2

Data Engineering Weekly

I won’t bore you with the importance of data quality in the blog. Data Testing vs. Data Observability Data testing and data observability are two important aspects of data quality. Data testing ensures that data meets specific requirements. The Fronting Kafka pattern follows a two-cluster approach.

article thumbnail

Streams Replication Manager Prefixless Replication

Cloudera

Streams Replication Manager (SRM) is an enterprise-grade replication solution that enables fault tolerant, scalable, and robust cross-cluster Kafka topic replication. Introduction Kafka as an event streaming component can be applied to a wide variety of use cases. and its use is no longer recommended.