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DevOps & observability · #splunk
Learn how to replace static config files with Splunk’s KV Store for real‑time app configuration. This post walks through creating a collection, using the REST API, and a Python example, plus trade‑offs and best practices.
Stop waiting for slow Splunk dashboards. Learn how Data Model Acceleration (DMA) and the tstats command shift computational load from search-time to index-time for instant results.
When a dashboard that pulls from a large event set takes minutes to load, Data Model Acceleration can cut that time to seconds. This post walks through the problem, why acceleration helps, how to enable it, a concrete example, and the trade‑offs you should watch out for.
Stop waiting for long-term dashboards to load. Learn how to use Splunk Summary Indexing to pre-calculate KPIs and reduce indexer load for multi-month trend analysis.
Deciding between Splunk's Universal Forwarder and HTTP Event Collector depends on whether you prioritize data reliability (UF) or deployment agility in cloud-native environments (HEC).
Learn how to set up Splunk’s HTTP Event Collector for real‑time, secure data ingestion without forwarders, plus best‑practice tips on token security, license monitoring, and performance tuning.
Learn how to diagnose and fix 'Bucket Manifest' corruption in Splunk Indexers to recover missing search results and resolve splunkd.log errors.
Index Bucket Versioning during Binary Reversion Splunk Enterprise allows for the restoration of previous binaries to recover from a failed upgrade. However, the upgrade process often includes migrations to newer index bucket formats on disk to support new features or performance improvements. While binaries can be reverted to a previous version, the physical
Goal is to define a configuration posture that prevents accidental public exposure of Splunk Web UI and HTTP Event Collector endpoints in Splunk Enterprise and Splunk Cloud deployments. Current behavior relies on operator-controlled settings such as enableSplunkWeb and mgmt-ui.conf anonymous access, with app-level sharing able to grant visibility to the ever