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Dynatrace Kubernetes Observability for Persistent Volume Claims

Dynatrace

Interestingly, our partner RedHat reported in 2021 that around 80% of deployed workloads are databases or data caches, storing data in persistent volume claims (PVCs). You also decide to run your database for storing user uploads – such as images or videos – directly in Kubernetes. Stay tuned.

Storage 181
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Observability engineering: Getting Prometheus metrics right for Kubernetes with Dynatrace and Kepler

Dynatrace

This challenge has given rise to the discipline of observability engineering, which concentrates on the details of telemetry data to fine-tune observability use cases. Another source reported a 43% overall increase in Prometheus adoption for the last six months of 2021. Please stay tuned! What is Prometheus?

Metrics 172
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Achieving observability in async workflows

The Netflix TechBlog

Once you finally find useful identifiers, you may begin writing SQL queries against your production database to find out what went wrong. Even though Cosmos was developed for asynchronous media processing, we worked with them to expand to generic file processing and tune their workflow platform for our near real-time use case.

Traffic 160
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What Is PostgreSQL Used For?

Percona

PostgreSQL is open source relational database management software. StackOverflow statistics show that 26% of developers preferred it in 2017, 34% in 2019, and 40% in 2021. PostgreSQL supports multiple concurrent users and can handle complex database operations without downtime or data loss. What is PostgreSQL used for?

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Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

In the initial stage, data consumers set up ETL pipelines directly pulling data from databases. With this batch style approach, several issues have surfaced like data movement is tightly coupled with database tables, database schema is not an exact mapping of business data model, and data being stale given it is not real time etc.

Big Data 253
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HammerDB v4.2 New Features Pt1: MariaDB Build and Test Example with the CLI

HammerDB

However, as the two databases diverged from a shared common codebase, this presented a challenge in that it was not possible to modify the workload for MySQL or MariaDB without also changing the other. Checking database library for MariaDB Error: failed to load mariatcl - couldn't load file "/home/HammerDB-4.2/lib/mariatcl0.1/libmariatcl0.1.so":

Testing 57
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What is cloud-native architecture? Set yourself up for cloud success

Dynatrace

Containers are portable, self-contained operating environments that include applications and the dependencies they need to run, such as databases, middleware, and frameworks. Infrastructure is provisioned and modified in code, eliminating much of the need for manual installation and tuning. Microservices.

Cloud 162