All news with #prometheus tag

Amazon Managed Service for Prometheus Adds Anomaly Detection

🔍 Amazon Managed Service for Prometheus now includes anomaly detection using the Random Cut Forest (RCF) algorithm to continuously analyze time series and surface unexpected metric behavior with minimal user intervention. When you create an anomaly detector in an AMP workspace, it generates four derived time series that represent detected anomalies and their confidence values. Those derived series can be used to build dynamic alerting rules in the AMP Alertmanager and visualized alongside input metrics in self‑managed Grafana or Amazon Managed Grafana. The feature is available in all regions where AMP is generally available and is configurable via the AWS CLI, SDKs, or APIs.

Amazon Managed Service for Prometheus Adds 11 Regions

📢 Amazon Managed Service for Prometheus is now generally available in 11 additional AWS regions, including Asia Pacific (Jakarta, Hyderabad, Osaka, Melbourne, Taipei), Canada West (Calgary), Europe (Spain), Israel (Tel Aviv), Mexico (Central), Middle East (Bahrain), and US West (N. California). The fully managed, Prometheus-compatible monitoring service makes it easier to collect, store, query, and alarm on operational metrics at scale. Customers can send up to 1 billion active metrics to a single workspace and create multiple workspaces per account to partition workloads. See the AWS user guide or product documentation for the full list of supported regions and configuration details.

AWS Adds Five EFA Metrics to Improve Network Observability

🔍 AWS has introduced five new Elastic Fabric Adapter (EFA) metrics to improve network observability for AI/ML and HPC workloads. The counters track retransmitted packets and bytes, retransmit timeouts, impaired remote connections, and unresponsive remote receivers at the per-EFA device level. Available on Nitro v4+ instances with EFA installer 1.43.0+, metrics are exposed via sysfs and can be exported to Prometheus and tools like Grafana for monitoring and alerting.