With digitization adopted in many industries, real-time data from manufacturing and operational equipment can be used to monitor and optimize operation - by applying data-driven modeling including machine learning. Learn how you can ingest sensor data from industrial processes and operational equipment into Elastic, build monitoring dashboards and set up automated alerts in Kibana, and apply predictive modeling to optimize your operations (OT).

Learn how to install and set up Prefix featuring OpenTelemetry to profile and monitor a Java application with the OpenTelemetry collector installed and emitting OpenTelemetry metrics.

Root cause analysis empowers you to prevent issues from recurring that were revealed by your monitoring IT systems and online applications including eCommerce sites. See Elastic engineers walk you through applying four AIOps capabilities and accelerate MTTR by automatically categorizing logs, explaining log rate spikes, visually inspecting anomalous components in their context, and correlating slow or failed transactions with potential root causes.

This introduction to the series explains why root cause analysis is important in IT/OT, the 4 phases how root cause analysis is performed, and describes popular approaches.

BindPlane OP makes it easy to route your data to the correct destination. In this example see how we use a metric instance id, an API key, and zone from Grafana to setup the destination and ensure data is flowing.#telemetry #opensource #observability #grafana About ObservIQ: observIQ is developing the unified telemetry platform: a fast, powerful and intuitive next-generation platform built for the modern observability team. Rooted in OpenTelemetry, our platform is designed to help teams reduce, simplify, and standardize their observability data.

Comprehensive security requires multiple layers of threat protection. Sophisticated threats exploit idiosyncrasies in your environment. Unsupervised machine learning identifies patterns of normal activity from your data, and therefore can catch attacks that standard approaches to threat hunting, such as pre-defined rules, are likely to miss. This video explains how machine learning adds a layer to your threat protection, and how interactive tools offered in the Elastic Security solution accelerate the investigation of security incidents.

This video explains VMware RabbitMQ in under 3 minutes. With VMware RabbitMQ you get all the messaging and streaming capabilities of RabbitMQ in an enterprise-grade supported distribution.

Explore how Platform Engineering can transform your enterprise and empower individual teams to work and ship independently, while maintaining compliance and governance requirements, through a centralised system. Discover: How CircleCI can help make platform engineering an integral part of their internal development platform. How to easily centralise essential components such as development processes, testing, infrastructure provisioning, project management, and observability. How platform teams operate in large organisations.

Caching (and cache invalidation!) is often mentioned as one of the hardest problems in computer science. While caching can bring substantial performance improvements, reasoning about cached data can be extremely difficult as caching fundamentally means that you are no longer reading from your source of truth. With that in mind, many teams at Datadog needed to build distributed caches to scale their services and keep latency low.

Datadog Serverless Monitoring gives you end-to-end visibility into your AWS-based serverless applications. With enhanced metrics, native distributed tracing and centralized access to logs—all automatically correlated, you can ensure your serverless application is optimized, reliable, and highly performant.