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Extend business observability: Extract business events from online databases (Part 2)

Dynatrace

In part 2, we’ll show you how to retrieve business data from a database, analyze that data using dashboards and ad hoc queries, and then use a Davis analyzer to predict metric behavior and detect behavioral anomalies. Similar to the tutorial extension, we created an extension that performs queries against databases.

Database 276
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An Efficient Object Storage for JUnit Tests

DZone

There are several limitations to store and fetch such data (all restrictions could be found in official documentation ). To resolve the problem it was suggested to find more suitable data storage. It's still not possible to continue using light-weighted databases such as HSQL or H2 to implement tests.

Storage 124
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Cosmos DB as Key Object Store

DZone

Cosmos DB is a multimodal database in Azure that supports schema-less storage. By default, Cosmos DB containers tend to index all the fields of a document uploaded. For key object storage, RU tends to be less, but it still depends on the payload size. Cosmos DB can be a good candidate for a key-value store.

Azure 243
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Backup Databases on Kubernetes With VolumeSnapshots

Percona

Databases on Kubernetes continue their rising trend. Our Operators provide built-in backup and restore capabilities, but some users are still looking for old-fashioned ways, like storage-level snapshots (i.e., Both your storage and Container Storage Interface (CSI) must support snapshots. AWS EBS Snapshots).

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Using Encryption-at-Rest for PostgreSQL in Kubernetes

Percona

TDE is a database encryption technique that encrypts data at the column or table level, as opposed to full-disk encryption (FDE), which encrypts the entire database. To enable the encryption of the storage in Kubernetes, you need to modify the StorageClass resource. apiVersion: storage.k8s.io/v1 apiVersion: storage.k8s.io/v1

Storage 121
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Kubernetes in the wild report 2023

Dynatrace

The strongest Kubernetes growth areas are security, databases, and CI/CD technologies. Strongest Kubernetes growth areas are security, databases, and CI/CD technologies. Of the organizations in the Kubernetes survey, 71% run databases and caches in Kubernetes, representing a +48% year-over-year increase. Java, Go, and Node.js

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MongoDB Rollback: How to Minimize Data Loss

Scalegrid

Data-bearing members face a higher risk of encountering issues caused by rollbacks, compared to others who utilize different storage methods. For example, memory-resident databases without persistent disks, such as Redis cluster setups or Apache Spark installations, rely on stand-alone machines.

Database 130