Remove write-for-us
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2. Diving Deeper into Psyberg: Stateless vs Stateful Data Processing

The Netflix TechBlog

By Abhinaya Shetty , Bharath Mummadisetty In the inaugural blog post of this series, we introduced you to the state of our pipelines before Psyberg and the challenges with incremental processing that led us to create the Psyberg framework within Netflix’s Membership and Finance data engineering team.

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3. Psyberg: Automated end to end catch up

The Netflix TechBlog

By Abhinaya Shetty , Bharath Mummadisetty This blog post will cover how Psyberg helps automate the end-to-end catchup of different pipelines, including dimension tables. Write-Audit-Publish (WAP) Process This is the general pattern we use in our ETL pipelines. Audit Run various quality checks on the staged data.

Tuning 244
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MySQL on Azure Performance Benchmark – ScaleGrid vs. Azure Database

Scalegrid

In this blog post, we compare Azure Database for MySQL vs. ScaleGrid MySQL on Azure so you can see which provider offers the best throughput and latency performance. Write-Intensive Workloads. Balanced Workload: 50% reads and 50% writes. Write-Intensive Workload: 20% reads and 80% writes. At a glance – TLDR.

Azure 299
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Kubernetes workload troubleshooting with metrics, logs, and traces

Dynatrace

One of those workloads is Keptn , a CNCF project Dynatrace is contributing to, that we use internally for different SLO-driven automation use cases. What’s great for our engineers who are responsible to operate Keptn is that alerting happens automatically, without relying on us to define custom thresholds. Dynatrace news.

Metrics 217
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ChatGPT, Author of The Quixote

O'Reilly

In Borges’ fable Pierre Menard, Author of The Quixote , the eponymous Monsieur Menard plans to sit down and write a portion of Cervantes’ Don Quixote. Not to transcribe, but re-write the epic novel word for word: His goal was never the mechanical transcription of the original; he had no intention of copying it. Let me explain.

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Important Health Checks for your MySQL Master-Slave Servers

Scalegrid

In this blog post, we explain some basic health checks you can do on your MySQL master and slave nodes to ensure your setup is healthy. This can be done using a simple command like: > pgrep mysqld. If the exit code indicates a failure, the return code from MySQL will tell us the failure reason. >service mysqld status.

Servers 273
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Building Netflix’s Distributed Tracing Infrastructure

The Netflix TechBlog

In our previous blog post we introduced Edgar, our troubleshooting tool for streaming sessions. This insight led us to build Edgar: a distributed tracing infrastructure and user experience. By 2017, open source projects like Open-Tracing and Open-Zipkin were mature enough for use in polyglot runtime environments at Netflix.