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PMM Is Getting a Modernized Enterprise-Grade Foundation

Percona

If PMM’s use of CentOS 7 has prevented you from using the most popular open source monitoring and management platform, then here’s a quick-start guide that will get you going in seconds! Percona Monitoring and Management is a best-of-breed open source database monitoring solution.

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How to Assess MySQL Performance

HammerDB

Among the different components of modern software solutions, the database is one of the most critical. Instead, focus on understanding what the workloads exercise to help us determine how to best use them to aid our performance assessment. We will not concern ourselves with the raw throughput of workload.

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The Magic of PITR, pg_upgrade, and Logical Replication When Used Together for PostgreSQL Version Upgrades

Percona

It was a fascinating read, shedding light on leveraging AWS snapshots’ capabilities to avoid initial data copy within the RDS environment. Inspired by David’s insights, I embarked on a journey to explore logical replication from a different perspective – within the realm of on-premises server databases.

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Automating the Automators: Shift Change in the Robot Factory

O'Reilly

You might say that the outcome of this exercise is a performant predictive model. Second, this exercise in model-building was … rather tedious? This person is comfortable talking to databases to pull data, then calling Pandas to transform it. That’s sort of true. Get your results in a few hours.

Tuning 130
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MLOps and DevOps: Why Data Makes It Different

O'Reilly

but to reference concrete tooling used today in order to ground what could otherwise be a somewhat abstract exercise. Today, a number of cloud-based, auto-scaling systems are easily available, such as AWS Batch. Google’s open-source Kubeflow addresses similar concerns, although with a more engineer-oriented approach.

DevOps 138
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The top 5 reasons to run your own database benchmarks

HammerDB

Some opinions claim that “Benchmarks are meaningless”, “benchmarks are irrelevant” or “benchmarks are nothing like your real applications” However for others “Benchmarks matter,” as they “account for the processing architecture and speed, memory, storage subsystems and the database engine.”

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What is APM?

Dynatrace

Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Millions of lines of code comprise these apps, and they include hundreds of interconnected digital services and open-source solutions , and run in containerized environments hosted across multiple cloud services.