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Kubernetes in the wild report 2023

Dynatrace

Accordingly, the remaining 27% of clusters are self-managed by the customer on cloud virtual machines. Of the organizations in the Kubernetes survey, 71% run databases and caches in Kubernetes, representing a +48% year-over-year increase. Java Virtual Machine (JVM)-based languages are predominant.

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Azure Virtual Machines for SQL Server Usage

SQL Performance

One important choice you will still have to make is what type and size of Azure virtual machine you want to use for your existing SQL Server workload. Microsoft currently has eight main types of virtual machines designed for different types of workloads. GHz, 128MB of L3 cache, 128 PCIe 4.0 Azure VM Types and Series. Conclusion.

Azure 72
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End-to-end request monitoring for popular Python frameworks with OneAgent SDK

Dynatrace

These things can make the instrumentation process difficult with a custom SDK. Create a virtual environment, and setup settings_secret.py (This is specific to this project, instructions in the README.md). To use the SDK, there are a few steps that you need to follow: Import the SDK. Instrument key portions of your application.

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Dynatrace supports SnapStart for Lambda as an AWS launch partner

Dynatrace

Lambda then takes a snapshot of the memory and disk state of the initialized execution environment, persists the encrypted snapshot, and caches it for low-latency access. Auto-detection starts monitoring new virtual machines as they are deployed. How does Dynatrace help? No manual configuration is necessary. Modern cloud done right.

Lambda 225
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Percona Toolkit – A Quick Introduction to Summary

Percona

virtual = 2.2G Caches | 12.4G mm_perc+ # Notable Processes ########################################## PID OOM COMMAND ? virtual = 2.2G Caches | 12.4G mm_perc+ # Notable Processes ########################################## PID OOM COMMAND ? virtual = 2.2G Caches | 12.4G virtual = 2.2G

Cache 100
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The Most Important MySQL Setting

Percona

But since retrieving data from disk is slow, databases tend to work with a caching mechanism to keep as much hot data, the bits and pieces that are most often accessed, in memory. In MySQL, considering the standard storage engine, InnoDB , the data cache is called Buffer Pool. In PostgreSQL, it is called shared buffers.

Tuning 136
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Azure Well-Architected Framework: What it is and how to tame it with AI and automation

Dynatrace

Getting precise root cause analysis when dealing with several layers of virtualization in a containerized world. Figure 1 – Individual Host pages show performance metrics, problem history, event history, and related processes for each host. Missing caching layers. Understanding resource utilization for cost management.

Azure 188