Log Analytics Articles
Convert Logstash pipelines to OpenTelemetry Collector Pipelines
This guide helps Logstash users transition to OpenTelemetry by demonstrating how to convert common Logstash pipelines into equivalent OpenTelemetry Collector configurations. We will focus on the log signal.
Using NLP and Pattern Matching to Detect, Assess, and Redact PII in Logs - Part 2
How to detect, assess, and redact PII in your logs using Elasticsearch, NLP and Pattern Matching
The DNA of DATA Increasing Efficiency with the Elastic Common Schema
Elastic ECS helps improve semantic conversion of log fields. Learn how quantifying the benefits of normalized data, not just for infrastructure efficiency, but also data fidelity.
Using NLP and Pattern Matching to Detect, Assess, and Redact PII in Logs - Part 1
How to detect and assess PII in your logs using Elasticsearch and NLP
Future-proof your logs with ecs@mappings template
Explore how the ecs@mappings component template in Elasticsearch simplifies data management by providing a centralized, official definition of Elastic Common Schema (ECS) mappings. Learn about its benefits, including reduced configuration hassles, improved data integrity, and enhanced performance for both integration developers and community users. Discover how this feature streamlines ECS field support across Elastic Agent integrations and future-proofs your data streams.
Best Practices for Log Management: Leveraging Logs for Faster Problem Resolution
Explore effective log management strategies to improve system reliability and performance. Learn about data collection, processing, analysis, and cost-effective management of logs in complex software environments.
Kibana: How to create impactful visualisations with magic formulas ? (part 1)
We will see how magic math formulas in the Kibana Lens editor can help to highlight high values.
Accelerate log analytics in Elastic Observability with Automatic Import powered by Search AI
Migrate your logs to AI-driven log analytics in record time by automating custom data integrations
Bringing Your Cloud-Managed Kubernetes Audit Logs into Elasticsearch
How to bring your Cloud-Managed Kubernetes Audit Logs into Elasticsearch
Monitor your Python data pipelines with OTEL
Learn how to configure OTEL for your data pipelines, detect any anomalies, analyze performance, and set up corresponding alerts with Elastic.
Monitor dbt pipelines with Elastic Observability
Learn how to set up a dbt monitoring system with Elastic that proactively alerts on data processing cost spikes, anomalies in rows per table, and data quality test failures
NGNIX log analytics with GenAI in Elastic
Elastic has a set of embedded capabilities such as a GenAI RAG-based AI Assistant and a machine learning platform as part of the product baseline. These make analyzing the vast number of logs you get from NGINX easier.