We’re thrilled to announce the release of Grafana Enterprise Metrics (GEM) 1.5. While this release packs in a ton of enhancements and bug fixes, we’d like to dive into two particularly exciting features: per-tenant usage metrics and a wildcard tenant for queries.

One of the best things about getting started with InfluxDB over traditional relational databases is the fact that you don’t need to pre-define your schema in order to write data. This means you can create a bucket and write data in seconds, which can be pretty powerful to developers who care way more about the application they’re building than the mechanics of storing the data.

Ideally, database queries use the fewest possible resources: time, memory, bandwidth, etc. Lower resource consumption maps to better query performance. To find relevant data in a table, a database query relies on lookup operations, and a table index can help a query efficiently find the table values it needs. With an efficient, well-designed table index, a database query can find the table data it needs, avoiding the need to "scan"—or search through—all the table data.

Historically, enterprise IT organizations have turned to application performance management (APM) systems to monitor and manage critical applications. However, throughout the world, enterprise organizations are suffering massive and systemic failures at an increasing rate. One of the main reasons these failures are increasing is that organizations aggressively seek to execute digital transformation initiatives.

End-user experience monitoring is a practice designed to track user behavior or actions while interacting with a website or web application. The data gathered by end-user experience monitoring helps measure the impact of website and device performance on the end user’s journey. A meaningful end-user experience can help improve the enterprise’s operational efficiency, troubleshooting processes, employee productivity, and overall business value.

Troubleshooting cloud services and infrastructure is an ongoing challenge for organizations of all sizes. As organizations adopt more cloud services and their cloud environments grow more complex, they naturally produce more telemetry data – including application, system and security logs that document all types of events. All cloud services and infrastructure components generate their own, distinct logs.