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Dynatrace + Metis: Helping developers & SREs solve Database issues with AI

Dynatrace

If you’re a developer who has ever had to troubleshoot a database issue, you know how frustrating it can be. And with cloud-native databases like PostgreSQL and MySQL, the complexity only grows. Metis has built an AI-driven database observability platform designed for developers and SREs.

Database 306
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Catching up with OpenTelemetry in 2025

Dynatrace

Top takeaways: Key OpenTelemetry trends in 2025 Semantic Conventions ensure alignment: Semantic Conventions provide consistent telemetry data interpretation, correlation, and automation, with HTTP spans now stable and other domains like databases and messaging nearing stabilization. OpenTelemetry Collector 1.0

Tuning 310
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Optimizing data warehouse storage

The Netflix TechBlog

At this scale, we can gain a significant amount of performance and cost benefits by optimizing the storage layout (records, objects, partitions) as the data lands into our warehouse. We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits.

Storage 212
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Comparing PostgreSQL DigitalOcean Performance & Pricing – ScaleGrid vs. DigitalOcean Managed Databases

Scalegrid

ScaleGrid is a fully managed DBaaS that supports MySQL, PostgreSQL and Redis™, along with additional support for MongoDB® database and Greenplum® database. Along with many popular cloud providers, DigitalOcean also provides a Managed Databases service. So, which database service is right for your application? Single Node.

Database 230
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Notes on tuning postgres for cpu and memory benchmarking

n0derunner

To do this I needed to drive postgres to do real transactions but have very little jitter/noise from the filesystem and storage. After reading a lot of blogs I came … The post Notes on tuning postgres for cpu and memory benchmarking appeared first on n0derunner.

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Best MySQL DigitalOcean Performance – ScaleGrid vs. DigitalOcean Managed Databases

Scalegrid

MySQL is the all-time number one open source database in the world, and a staple in RDBMS space. MySQL on DigitalOcean is a natural fit, but what’s the best way to deploy your cloud database? ScaleGrid provides 30% more storage on average vs. DigitalOcean for MySQL at the same affordable price. At a glance – TLDR.

Database 217
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Introducing Netflix’s Key-Value Data Abstraction Layer

The Netflix TechBlog

Central to this infrastructure is our use of multiple online distributed databases such as Apache Cassandra , a NoSQL database known for its high availability and scalability. Over time as new key-value databases were introduced and service owners launched new use cases, we encountered numerous challenges with datastore misuse.

Latency 260