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Splunk Machine Learning Environments (SMLE) Labs Beta Demo

Check out a demo of SMLE Labs (beta). SMLE is a purpose-built environment, bringing the power of data science and machine learning to production workloads for our Splunk customers. We support a seamless end-to-end ML journey with development, deployment, monitoring, and management — eliminating disjointed solutions with a new, streamlined experience optimized for productivity.

Why Stateful Applications Need a Cloud-Native Storage Stack

Enterprises are increasingly moving their applications to containerized architectures (typically using Kubernetes, the most popular container orchestration platform in use today). They’re doing this to take advantage of the significant benefits containers provide—namely portability, flexibility, speed of deployment, DevOps agility and resource efficiency.

Using Telegraf plugins to visualize industrial IoT data with the Grafana Cloud Hosted Prometheus service

One of the biggest challenges with data visualization for complicated software systems is getting quick access to the underlying data and connecting it to some form of cloud-hosted solution. Traditionally it has required quite a bit of middleware and upfront setup with additional tooling.

Discover in Kibana uses the fields API in 7.12

With Elastic 7.12, Discover now uses the fields API by default. Reading from _source is still supported through a switch in the Advanced Settings. This change stems from updates made to Elasticsearch in 7.11 with the extension of the Search API to include the new fields parameter. When using the new search parameter, both a document’s raw source and the index mappings to load and return values are used.