# Kloudfuse Docs > Kloudfuse is a full-stack observability platform for metrics, logs, events, traces, and telemetry data. ## Kloudfuse - [Platform Architecture](https://docs.kloudfuse.com/platform/latest/platform/index.md): Overview of the Kloudfuse platform architecture, including telemetry streams and the ingestion-to-query data flow. - [Release Notes](https://docs.kloudfuse.com/platform/latest/release-notes/index.md): Learn about new features in the Kloudfuse platform - [Fixed Issues](https://docs.kloudfuse.com/platform/latest/whats-new/bugs/index.md): Fixed issues in each Kloudfuse release. - [Deprecated](https://docs.kloudfuse.com/platform/latest/whats-new/deprecations/index.md): Features recently deprecated in the Kloudfuse platform. - [Help](https://docs.kloudfuse.com/platform/latest/whats-new/help/index.md): Access version information, product tour, documentation, and customer support directly from the Kloudfuse Help menu. - [Known Issues](https://docs.kloudfuse.com/platform/latest/whats-new/known-issues/index.md): We are aware of some issues you may encounter in Kloudfuse and their causes. - [Support](https://docs.kloudfuse.com/platform/latest/whats-new/support/index.md): Contact Kloudfuse Support, file GitHub issues, or email support@kloudfuse.com. Learn ticket priorities and status definitions. - [Prequisites](https://docs.kloudfuse.com/platform/latest/setup/install/prequisites/index.md): Install Kloudfuse on a Kubernetes cluster running on GCP, AWS, or Azure using Helm. - [Install Using Helm](https://docs.kloudfuse.com/platform/latest/setup/install/helm/index.md): Deploy Kloudfuse on Kubernetes using Helm. Step-by-step instructions for logging into the Helm registry, creating the namespace and image pull secret, configuring custom values, and running the install command. - [Local Authentication](https://docs.kloudfuse.com/platform/latest/setup/install/local-user-auth/index.md): Add and manage local user accounts in Kloudfuse using htpasswd and a Kubernetes secret, without an external identity provider. - [SSO Authentication](https://docs.kloudfuse.com/platform/latest/setup/install/sso-user-auth/index.md): Single Sign-On (SSO) for Kloudfuse using Google, Okta, or SAML, and customize the sign-in page appearance. - [Uninstall](https://docs.kloudfuse.com/platform/latest/setup/install/uninstall/index.md): Remove a Kloudfuse installation: run Helm delete, remove persistent volumes, and purge deep store data from GCP, AWS, or Azure buckets. - [FedRAMP Install](https://docs.kloudfuse.com/platform/latest/setup/fed/federated-install/index.md): Install Kloudfuse using the kfuse-fed Helm chart for FedRAMP environments with AWS managed services. - [EBS Encryption](https://docs.kloudfuse.com/platform/latest/setup/fed/ebs-encryption/index.md): Configure AWS EBS volume encryption for FedRAMP-compliant Kloudfuse deployments, including KMS CMK setup, EKS node IAM policy, StorageClass configuration, and validation steps. - [Instructions](https://docs.kloudfuse.com/platform/latest/setup/upgrade/instructions/index.md): Step-by-step instructions for upgrading Kloudfuse using Helm, with version-specific upgrade notes for all supported releases. - [Archived Releases](https://docs.kloudfuse.com/platform/latest/setup/upgrade/archive/index.md): Archived upgrade instructions for earlier Kloudfuse releases, including version-specific notes for releases prior to 3.3.0. - [Nginx Ingress](https://docs.kloudfuse.com/platform/latest/setup/network/nginx/index.md): Configure cloud provider-specific Helm values to expose the Kloudfuse UI and API via an internal NGINX ingress load balancer on GCP, AWS, or Azure. - [Standalone Nginx](https://docs.kloudfuse.com/platform/latest/setup/network/standalone/index.md): Install a standalone ingress-nginx controller outside the Kloudfuse Helm chart for multi-AZ deployments, and disable the bundled ingress-nginx in the Kloudfuse cluster configuration. - [Envoy Ingress](https://docs.kloudfuse.com/platform/latest/setup/network/envoy/index.md): Install Envoy Gateway on new clusters or migrate from ingress-nginx - [Standalone Envoy](https://docs.kloudfuse.com/platform/latest/setup/network/envoy-standalone/index.md): Install Envoy Gateway as a separate Helm release outside the Kloudfuse chart for multi-AZ or multi-cluster failover, and configure each Kloudfuse install to register routes against the shared gateway. - [HTTPS/TLS Setup](https://docs.kloudfuse.com/platform/latest/setup/network/https/index.md): Configure HTTPS and TLS for Kloudfuse, including certificate management, TLS termination via AWS ACM, and HTTP traffic control. - [Pinot Object Storage](https://docs.kloudfuse.com/platform/latest/setup/storage/object-store/index.md): Configure an external object store (GCS, S3, or Azure Data Lake Storage Gen 2) as the Apache Pinot deep store for long-term segment persistence in your Kloudfuse deployment. - [IOPS/GCP](https://docs.kloudfuse.com/platform/latest/setup/storage/iops-gcp/index.md): Optimize Persistent Volume Claim (PVC) IOPS and throughput for Kloudfuse components on Google Cloud Platform using GCP Persistent Disk storage classes. - [IOPS/AWS](https://docs.kloudfuse.com/platform/latest/setup/storage/iops-aws/index.md): Optimize Persistent Volume Claim (PVC) IOPS and throughput for Kloudfuse components on AWS using EBS volume types and the EBS CSI driver StorageClass parameters. - [IOPS/Azure](https://docs.kloudfuse.com/platform/latest/setup/storage/iops-azure/index.md): Optimize Persistent Volume Claim (PVC) IOPS and throughput for Kloudfuse components on Azure using managed disk types and the Azure Disk CSI driver StorageClass parameters. - [Verify Image Signatures](https://docs.kloudfuse.com/platform/latest/setup/advanced/image-signature-verification/index.md): Learn how to verify the authenticity and integrity of Kloudfuse container images using cosign and AWS KMS. - [Audit Images from ECR](https://docs.kloudfuse.com/platform/latest/setup/advanced/image-verification-oidc-aws/index.md): Learn how to configure OIDC-based authentication to download Kloudfuse container images from ECR and verify their signatures in CI/CD pipelines. - [Pinot Stream Isolation](https://docs.kloudfuse.com/platform/latest/setup/advanced/stream-isolation/index.md): When installing Kloudfuse, you may choose to isolate resources at the level of internal Pinot DB. - [Role Isolation](https://docs.kloudfuse.com/platform/latest/setup/advanced/node-separation/index.md): Configure Kloudfuse to separate ingestion, query, and control plane services onto dedicated node pools according to their role. - [Affinity/Tolerations](https://docs.kloudfuse.com/platform/latest/setup/advanced/node-affinity-tolerations/index.md): Configure node affinity and tolerations to control which Kubernetes nodes Kloudfuse pods schedule onto. - [HA Multi-AZ Setup](https://docs.kloudfuse.com/platform/latest/setup/advanced/ha-multi-az-setup/index.md): Configure Kloudfuse for high availability using multiple availability zones. - [Cross-AZ Recovery](https://docs.kloudfuse.com/platform/latest/setup/advanced/cross-az/index.md): Deploy Kloudfuse across availability zones with minimal cost using S3 as a sync mechanism, enabling fast failover and recovery after an AZ outage. - [Custom Login Page](https://docs.kloudfuse.com/platform/latest/setup/advanced/customize-user-login/index.md): Customize the Kloudfuse login page using Go templates and configure OAuth2 proxy settings to meet corporate standards. - [PostgreSQL (RDS)](https://docs.kloudfuse.com/platform/latest/setup/cloud-services/postgresql/index.md): Provision and configure AWS RDS PostgreSQL for use with Kloudfuse, including Kubernetes secret creation and application user setup. - [ElastiCache](https://docs.kloudfuse.com/platform/latest/setup/cloud-services/redis/index.md): Provision and configure AWS ElastiCache Valkey for use with Kloudfuse, including Kubernetes secret creation and cluster setup. - [Kafka (MSK)](https://docs.kloudfuse.com/platform/latest/setup/cloud-services/kafka/index.md): Provision and configure AWS MSK Kafka for use with Kloudfuse, including SCRAM authentication, KMS key setup, and Kubernetes secret creation. - [Cloud-Provider Database](https://docs.kloudfuse.com/platform/latest/setup/cloud-services/remote-database/index.md): Configure Kloudfuse to use a Cloud Providers managed database instead of one that is bundled with the helm chart. - [Go Instrumentation](https://docs.kloudfuse.com/platform/latest/data-collection/apm/instrument-go/index.md): Learn how to instrument Go applications using OpenTelemetry and send trace data to Kloudfuse APM. - [Java Instrumentation](https://docs.kloudfuse.com/platform/latest/data-collection/apm/instrument-java/index.md): Learn how to instrument Java applications using Kloudfuse APM with the OpenTelemetry Java agent, including automatic and manual instrumentation. - [Python Instrumentation](https://docs.kloudfuse.com/platform/latest/data-collection/apm/instrument-python/index.md): Learn how to instrument Python applications using OpenTelemetry and send trace data to Kloudfuse APM. - [Agent Setup](https://docs.kloudfuse.com/platform/latest/data-collection/apm/kubernetes-agent/index.md): Deploy and configure the Kloudfuse kf-agent in Kubernetes to collect OpenTelemetry traces from instrumented applications and forward them to the Kloudfuse platform. - [Best Practices](https://docs.kloudfuse.com/platform/latest/data-collection/apm/best-practices/index.md): Guidance on naming, sampling, context propagation, error handling, and performance tuning for APM instrumentation with Java, Python, and Go. - [Common Setup Issues](https://docs.kloudfuse.com/platform/latest/data-collection/apm/instrument-common-issues/index.md): Troubleshoot and resolve frequent problems when setting up APM instrumentation in Kloudfuse, covering missing traces, broken trace context, sampling, Java agent, Python fork safety, and more. - [AWS Architecture](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/architecture/index.md): Understand how Kloudfuse integrates with AWS services, including data flow, component roles, and when to use each integration method. - [AWS Enrichment Config](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/configure-kloudfuse/index.md): Configure Kloudfuse Helm values to enable AWS resource metadata enrichment for metrics and logs collected from CloudWatch and Lambda. - [Kinesis Firehose Setup](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/kinesis-firehose/index.md): Set up AWS Kinesis Firehose delivery streams to send CloudWatch metrics and logs to Kloudfuse. - [CloudWatch Metrics](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/cloudwatch-metrics/index.md): Ingest CloudWatch metrics into Kloudfuse using a CloudWatch Metrics Stream and Kinesis Firehose. - [CloudWatch Logs](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/cloudwatch-logs/index.md): Ingest CloudWatch log streams into Kloudfuse using Kinesis Firehose subscription filters. - [CloudTrail Events](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/cloudtrail-events/index.md): Ingest AWS CloudTrail audit events into Kloudfuse as logs for security monitoring, compliance reporting, and API activity history. - [EventBridge](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/eventbridge/index.md): Forward AWS EventBridge events to Kloudfuse for real-time event monitoring and alerting. - [AWS Lambda Integration](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/aws/lambda/index.md): Collect metrics, logs, and traces from AWS Lambda functions using CloudWatch, the Datadog extension layer, or CloudTrail data events. - [Architecture](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/azure/architecture/index.md): Understand how Kloudfuse integrates with Azure services, including data flow, component roles, and when to use each integration method. - [Logs](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/azure/logs/index.md): Ingest Azure activity logs and resource logs into Kloudfuse using Azure Event Hubs and an Azure Function App. - [Metrics](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/azure/metrics/index.md): Ingest Azure Monitor metrics into Kloudfuse using the Kloudfuse Cloud Exporter, which periodically scrapes the Azure Monitor Metrics API. - [Supported Metrics](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/azure/supported-metrics/index.md): Reference catalog of the Azure resource types Kloudfuse collects Azure Monitor metrics for, with the metrics, aggregations, and dimension filters gathered under each type. - [GCP Architecture](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/gcp/architecture/index.md): Understand how Kloudfuse integrates with Google Cloud services, including data flow, component roles, and when to use each integration method. - [GCP Logs](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/gcp/logs/index.md): Ingest Google Cloud logs into Kloudfuse using Cloud Logging log sinks, Pub/Sub, and the Kloudfuse pull subscription. - [GCP Metrics](https://docs.kloudfuse.com/platform/latest/data-collection/cloud-services/gcp/metrics/index.md): Ingest Google Cloud Monitoring metrics into Kloudfuse using the Prometheus Stackdriver Exporter, which periodically scrapes the Cloud Monitoring Metrics API. - [Kubernetes](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/kubernetes/index.md): Deploy the Datadog Agent on Kubernetes with Helm to collect metrics, logs, events, and traces and forward them to Kloudfuse. - [Docker](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/docker/index.md): Deploy the Datadog Agent on Docker to collect metrics, logs, events, and traces from containerized applications and forward them to Kloudfuse. - [Standalone Hosts](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/hosts/index.md): Install and configure the Datadog Agent directly on standalone hosts such as AWS EC2, Azure VMs, and GCP instances to collect metrics, logs, events, and traces, then forward them to Kloudfuse. - [AWS ECS](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/ecs/index.md): Run the Datadog Agent as a sidecar in ECS task definitions to collect metrics, logs, events, and traces from containerized workloads and forward them to Kloudfuse. - [Windows](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/windows/index.md): Install and configure the Datadog Agent on Windows hosts to collect metrics, logs, events, and traces and forward them to Kloudfuse. - [MongoDB](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/mongodb/index.md): Collect metrics and logs from self-managed MongoDB deployments using the Kloudfuse observability agent and Datadog Autodiscovery pod annotations. - [PostgreSQL](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/postgresql/index.md): Collect metrics and logs from self-managed PostgreSQL deployments using the Kloudfuse observability agent and Datadog Autodiscovery pod annotations. - [Agent Processing](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/agent-processing/index.md): Configure the Datadog Agent to mask PII, parse and filter logs, add tags, drop high-cardinality labels, rename metrics, and drop metrics by name or pattern. - [Security](https://docs.kloudfuse.com/platform/latest/data-collection/datadog/security/index.md): Explains why the Datadog Agent runs as root in Kubernetes, when non-root is possible, and the roadmap for reducing required privileges. - [Kubernetes](https://docs.kloudfuse.com/platform/latest/data-collection/otel/kubernetes/index.md): Deploy OpenTelemetry Collector on Kubernetes to forward metrics, logs, traces, events, and infrastructure objects to Kloudfuse. - [Docker](https://docs.kloudfuse.com/platform/latest/data-collection/otel/docker/index.md): Deploy OpenTelemetry Collector on Docker to forward traces, metrics, and logs to Kloudfuse, with Docker resource detection and system-level infrastructure metrics. - [Standalone Hosts](https://docs.kloudfuse.com/platform/latest/data-collection/otel/hosts/index.md): Install and configure the OpenTelemetry Collector on standalone hosts such as bare-metal servers, AWS EC2, Azure VMs, and GCP instances to collect metrics, logs, and traces, then forward them to Kloudfuse. - [Runtime Metrics](https://docs.kloudfuse.com/platform/latest/data-collection/otel/runtime-metrics/index.md): Configure OpenTelemetry runtime metrics collection for Node.js services using prom-client to display CPU, memory, and thread metrics in Kloudfuse APM. - [MongoDB](https://docs.kloudfuse.com/platform/latest/data-collection/otel/mongodb/index.md): Collect metrics and logs from self-managed MongoDB deployments using the OpenTelemetry Collector mongodbreceiver and export to Kloudfuse. - [PostgreSQL](https://docs.kloudfuse.com/platform/latest/data-collection/otel/postgresql/index.md): Collect metrics and logs from self-managed PostgreSQL deployments using the OpenTelemetry Collector postgresqlreceiver and export to Kloudfuse. - [Agent Processing](https://docs.kloudfuse.com/platform/latest/data-collection/otel/agent-processing/index.md): Configure the OpenTelemetry Collector to mask PII, parse and filter logs, create metrics from logs, drop high-cardinality labels, rename metrics, and combine metrics. - [Migrate Go](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-go/index.md): Learn how to integrate OpenTelemetry APM in Go applications with instrumentation setup, span creation, and library support. - [Migrate Java](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-java/index.md): Set up OpenTelemetry Java APM with automatic instrumentation, manual tracing, and support for popular frameworks and libraries. - [Migrate Javascript](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-javascript/index.md): Complete guide to integrating OpenTelemetry APM in JavaScript applications with manual and auto-instrumentation setup. - [Migrate .Net](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-dotnet/index.md): Integrate OpenTelemetry APM in .Net with manual and automatic instrumentation, SDK initialization, and instrumentation libraries. - [Migrate PHP](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-php/index.md): Learn how to migrate to OpenTelemetry for PHP and integrate APM instrumentation, spans, and libraries into your applications. - [Migrate Python](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-python/index.md): Integrate OpenTelemetry APM in Python with API and SDK packages, instrumentation setup, and automatic library instrumentation. - [Migrate Ruby](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-ruby/index.md): Complete guide to integrating OpenTelemetry APM in Ruby applications with instrumentation setup and examples. - [Migrate Zero-Code](https://docs.kloudfuse.com/platform/latest/data-collection/otel/migrate-zero-code/index.md): Zero-code OpenTelemetry APM automatically instruments applications without code changes using language-specific agents for Python, Java, JavaScript, and .NET. - [VictoriaMetrics Agent](https://docs.kloudfuse.com/platform/latest/data-collection/victoria/index.md): Configure the VM Agent to scrape Prometheus-compatible targets and forward metrics to Kloudfuse using the Prometheus remote write protocol. - [Elastic Agent](https://docs.kloudfuse.com/platform/latest/data-collection/elastic/index.md): Configure the Elastic APM agent to send distributed traces to Kloudfuse by pointing ELASTIC_APM_SERVER_URL at the Kloudfuse ingester endpoint. - [Filebeat](https://docs.kloudfuse.com/platform/latest/data-collection/filebeat/index.md): Configure Filebeat to forward logs to Kloudfuse using the Elasticsearch output plugin, including Kubernetes DaemonSet deployment and S3 bucket ingestion. - [Fluent Bit](https://docs.kloudfuse.com/platform/latest/data-collection/fluentbit/index.md): Configure Fluent Bit to forward logs to Kloudfuse using the HTTP output plugin, including Kubernetes metadata enrichment, AWS ECS FireLens integration, and Kinesis Firehose fan-out. - [Fluentd](https://docs.kloudfuse.com/platform/latest/data-collection/fluentd/index.md): Configure Fluentd to forward logs to Kloudfuse using the HTTP output plugin, with Kubernetes metadata enrichment and structured label extraction. - [GitHub CI/CD](https://docs.kloudfuse.com/platform/latest/data-collection/github/index.md): Configure a GitHub webhook to forward repository and organization events to Kloudfuse for CI/CD observability and pipeline monitoring. - [Heroku](https://docs.kloudfuse.com/platform/latest/data-collection/heroku/index.md): Configure a Heroku HTTPS log drain to forward application and system logs from Heroku Logplex to Kloudfuse for centralized monitoring and analysis. - [New Relic](https://docs.kloudfuse.com/platform/latest/data-collection/new-relic/index.md): Configure the New Relic agent or SDK to forward distributed traces to Kloudfuse by setting the NEW_RELIC_HOST environment variable to point at the Kloudfuse ingester. - [Prom Agent](https://docs.kloudfuse.com/platform/latest/data-collection/prometheus/index.md): Configure Prometheus, Prometheus Operator, kube-prometheus-stack, or Grafana Agent to forward metrics to Kloudfuse using the Prometheus remote write protocol. - [Pushgateway](https://docs.kloudfuse.com/platform/latest/data-collection/pushgateway/index.md): Enable the Prometheus Pushgateway in Kloudfuse to ingest metrics from ephemeral and batch jobs that cannot be scraped directly. - [Core Concepts](https://docs.kloudfuse.com/platform/latest/signals/apm/core-concepts/index.md): Learn the core building blocks of distributed tracing: trace, span, and service. - [Alerts](https://docs.kloudfuse.com/platform/latest/signals/apm/analysis/alerts-view/index.md): Access and manage APM alerts in Kloudfuse by navigating to the APM tab and Alerts option with customizable filters. - [Monitoring](https://docs.kloudfuse.com/platform/latest/signals/apm/analysis/monitoring/index.md): Configure Kloudfuse Bullseye to analyze APM signals and correlate alerts across streams for faster issue debugging and resolution. - [K-Lens](https://docs.kloudfuse.com/platform/latest/signals/apm/analysis/k-lens/index.md): K-Lens is a proprietary APM data analysis tool that provides clues into “what went wrong” by comparing thousands of attributes across span events. - [Filters](https://docs.kloudfuse.com/platform/latest/signals/apm/analysis/filters/index.md): Apply filters across Services, Databases, and Service Map interfaces using distributed tracing and SDK programming language filters in Kloudfuse APM. - [Metrics and Labels](https://docs.kloudfuse.com/platform/latest/signals/apm/analysis/apm-metrics/index.md): Comprehensive guide to Prometheus and GraphQL queries used in the APM system - [User Guide](https://docs.kloudfuse.com/platform/latest/signals/apm/services/user-guide/index.md): The Services List - [Database View](https://docs.kloudfuse.com/platform/latest/signals/apm/services/databases/index.md): Access and manage APM databases in Kloudfuse Services interface with search and filtering capabilities for database monitoring. - [Dependencies](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-dependencies/index.md): The Dependencies interface details both upstream and downstream service dependencies of the service. - [Deployments](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-deployments/index.md): The Deployments interface details the information by specific deployment version of the service. - [Errors](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-errors/index.md): The Errors chart reports on the errors that the specific service generates: either Errors/sec (default), the number of Errors, or the Errors %. - [Execution Breakdown](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-exec-time/index.md): The Execution time breakdown chart illustrates how execution time of each span contributes to the execution time of the service, as a whole. - [Service Hits](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-hits/index.md): The Hits chart reports on the request metric that the specific service receives: either Requests/s (default) or the number of Requests. - [Latency](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-latency/index.md): The Latency chart reports the latencies for the service: p50, p75, p90, p95, and p99 latencies, average latency, min latency, max latency, and APDEX. - [Logs](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-logs/index.md): The Dependencies interface details both upstream and downstream service dependencies of the service. - [Reports](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-report/index.md): The Report on the service contains the information on its performance, and SLAs. - [Span Names](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-span-names/index.md): The Span Names interface details the information by name of individual span. - [Trace Details](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-traces/index.md): View detailed traces for all services and spans with performance metrics and customizable columns in Kloudfuse APM. - [Details](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail/index.md): Explore individual services in APM with detailed trace metrics, latency analysis, error rates, and performance insights across your infrastructure. - [Identity and Metrics](https://docs.kloudfuse.com/platform/latest/signals/apm/services/identification/index.md): Configure service identity labels and understand how Kloudfuse APM generates metrics from span data for service monitoring. - [Map](https://docs.kloudfuse.com/platform/latest/signals/apm/services/map/index.md): Access and use the Service Map interface in Kloudfuse APM to visualize microservice dependencies and monitor application performance. - [Map Use](https://docs.kloudfuse.com/platform/latest/signals/apm/services/detail-service-map/index.md): View detailed service dependencies with upstream and downstream services in APM Service Map for better deployment visibility. - [User Guide](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/user-guide/index.md): The Trace List shows raw trace and span data, to apply filters, restrict results by service, names of end points, span type, and other attributes. - [Aggregation](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/aggregations/index.md): In APM Trace interfaces, Kloudfuse applies aggregations automatically, depending on the data type of the time series. - [Details](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/detail/index.md): View detailed trace information including flame graphs, span lists, and waterfall visualizations to analyze service performance and latency. - [Filters](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/filters/index.md): Learn how to filter APM traces by service, component, duration, error status, host, code, and database attributes in Kloudfuse. - [Formulas](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/formulas/index.md): You can use formulas in the Kloudfuse APM Traces interface, in the Times Series, Top List, Table, and Pie Chart views. - [Heatmap](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/heatmap-view/index.md): Visualize APM trace data with Kloudfuse's Trace Heatmap to detect latency outliers and analyze span distribution over time. - [Pie Chart](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/pie-chart-view/index.md): View proportional metrics distribution across services using the APM Traces pie chart visualization with customizable filtering and sorting options. - [Queries](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/queries/index.md): You can use multiple queries in the Kloudfuse APM Traces interfaces. - [Table](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/table-view/index.md): Learn how to use the APM Trace table view to analyze top and bottom metrics across services with sorting and filtering options. - [Time Series](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/time-series-view/index.md): The Time Series view enables high-level analysis of traces and spans. Perform advanced exploratory analysis using queries and formulas. - [Top List](https://docs.kloudfuse.com/platform/latest/signals/apm/traces/top-list-view/index.md): The Top List view of traces is a quick summary of top N metrics that match the filter and time interval criteria. - [Streams](https://docs.kloudfuse.com/platform/latest/signals/events/sources/index.md): Check the state of Events using the API. - [Analytics](https://docs.kloudfuse.com/platform/latest/signals/events/analytics/index.md): Use the Kloudfuse platform to Analyze your event streams. Our Event Analytics interfaces include Time Series, Top List, Table, and Pie Chart. - [Filters](https://docs.kloudfuse.com/platform/latest/signals/events/filters/index.md): Learn how to apply and manage event filters across Kloudfuse interfaces using source, level, labels, and custom filtering options. - [List](https://docs.kloudfuse.com/platform/latest/signals/events/list/index.md): The Kloudfuse platform has an Events interface to explore and analyze events that capture changes to the target system. - [Pie Chart](https://docs.kloudfuse.com/platform/latest/signals/events/pie-chart/index.md): The Kloudfuse platform has a Pie Chart View for events. - [Table](https://docs.kloudfuse.com/platform/latest/signals/events/table/index.md): The Kloudfuse platform has a Table View for events. - [Time Series](https://docs.kloudfuse.com/platform/latest/signals/events/time-series/index.md): The Kloudfuse platform has an Events Time Series View. - [Top List](https://docs.kloudfuse.com/platform/latest/signals/events/top-list/index.md): The Kloudfuse Top List view of events summarizes top N matches for filter and time interval criteria, for high-level analysis of events in your system. - [API](https://docs.kloudfuse.com/platform/latest/signals/events/api/index.md): Check the state of Events using the API. - [Advanced Search](https://docs.kloudfuse.com/platform/latest/signals/logs/advanced-search/index.md): In Log Analytics interfaces, you can use FuseQL to perform a free-form Advanced Search. - [Summarize Into Metrics](https://docs.kloudfuse.com/platform/latest/signals/logs/aggregation/index.md): In Log Analytics, Kloudfuse applies aggregations automatically, depending on the data type of the time series. - [View Alerts](https://docs.kloudfuse.com/platform/latest/signals/logs/alerts-view/index.md): Configure and manage log alerts in Kloudfuse using the Logs tab and filtering options for effective log monitoring. - [View Log Analytics](https://docs.kloudfuse.com/platform/latest/signals/logs/analytics/index.md): Log analytics enable you to examine the performance of your system by selecting the numeric facets of a log, and charting them. - [Explorer Analytics](https://docs.kloudfuse.com/platform/latest/signals/logs/analytics-explore/index.md): Learn how to explore log analytics by adding filters, selecting log facets, and generating count-based metric charts. - [FuseQL](https://docs.kloudfuse.com/platform/latest/signals/logs/analytics-functions/index.md): Change the function that plots the log facet or label, add new functions, or remove functions entirely. - [Scheduled Views](https://docs.kloudfuse.com/platform/latest/signals/logs/scheduled-views/index.md): You can create a scheduled view that represents your query, and then query directly from that view. - [Scheduled Search](https://docs.kloudfuse.com/platform/latest/signals/logs/scheduled-search/index.md): Save a FuseQL query and run it automatically on a schedule, delivering results to email recipients or a lookup table. - [Cardinality](https://docs.kloudfuse.com/platform/latest/signals/logs/cardinality-analytics/index.md): Use log cardinality analysis to remove unnecessary labels, improve data accessibility, and make the collected information more actionable. - [Charts](https://docs.kloudfuse.com/platform/latest/signals/logs/chart-type/index.md): Kloudfuse represents time series plots through these chart types: Line (default), Area, Bar, and Points. - [Details View](https://docs.kloudfuse.com/platform/latest/signals/logs/detailed-view/index.md): View detailed log event information including fingerprints, facets, and labels to filter and analyze logs efficiently. - [Filter](https://docs.kloudfuse.com/platform/latest/signals/logs/facet-filter/index.md): Learn how to use log facets to filter and explore logs in Kloudfuse observability platform. - [Facet Ingestion](https://docs.kloudfuse.com/platform/latest/signals/logs/facet-ingestion/index.md): You can add a tokenizer to derive log facets during ingestion into the Kloudfuse observability platform. - [Fingerprint View](https://docs.kloudfuse.com/platform/latest/signals/logs/fingerprint-view/index.md): Search and filter unique log fingerprints to quickly identify error events and patterns across your production systems without manual string matching. - [Fingerprinting, Cluster](https://docs.kloudfuse.com/platform/latest/signals/logs/fingerprinting/index.md): Learn how Kloudfuse's log fingerprinting reduces storage costs while maintaining searchability by separating static and dynamic log components. - [Formulas](https://docs.kloudfuse.com/platform/latest/signals/logs/formulas/index.md): You can use formulas in the Kloudfuse Logs Analytics interface. - [Grep Filter](https://docs.kloudfuse.com/platform/latest/signals/logs/grep-filter/index.md): Learn how to use grep filters in Kloudfuse logs search with operators and variables for efficient log querying. - [Live Tail View](https://docs.kloudfuse.com/platform/latest/signals/logs/live-tail-view/index.md): Stream and monitor logs in real-time with Kloudfuse's live tail view for instant visibility into application behavior. - [Label Filter](https://docs.kloudfuse.com/platform/latest/signals/logs/labels-filter/index.md): Filter logs by infrastructure labels including source, Cloud, Kubernetes, and custom labels to narrow search results in Kloudfuse. - [Log Ingestion](https://docs.kloudfuse.com/platform/latest/signals/logs/parsing/index.md): Learn how Kloudfuse automatically parses logs through pipelines to extract facets, labels, and tags using grammar rules. - [Pipeline, Ingestion](https://docs.kloudfuse.com/platform/latest/signals/logs/parsing-pipeline/index.md): Learn how Kloudfuse's log parsing pipeline ingests, unmarshalls, remaps, and processes log data through configurable stages and functions. - [JSON, Ingestion](https://docs.kloudfuse.com/platform/latest/signals/logs/json-parsing-querying/index.md): Learn how to parse and query JSON logs. - [JSON Parsing, Ingestion](https://docs.kloudfuse.com/platform/latest/signals/logs/parsing-example-json/index.md): Learn how to parse and query JSON logs. - [JSON Example, Ingestion](https://docs.kloudfuse.com/platform/latest/signals/logs/parsing-example/index.md): Configure and customize log parsing pipelines in Kloudfuse using patterns, functions, and conditional logic with various operators. - [Timestamps, Ingestion](https://docs.kloudfuse.com/platform/latest/signals/logs/timestamp-handling/index.md): Learn how Kloudfuse selects, validates, and bounds-checks timestamps during log ingestion, and how to configure past and future timestamp limits. - [Pie Chart](https://docs.kloudfuse.com/platform/latest/signals/logs/pie-chart-view/index.md): Learn how to use the Logs Pie Chart interface to filter and visualize log data with grouped counts in Kloudfuse. - [Log Query](https://docs.kloudfuse.com/platform/latest/signals/logs/queries/index.md): You can use multiple queries in the Kloudfuse Log Analytics. - [Save Query](https://docs.kloudfuse.com/platform/latest/signals/logs/saved-queries/index.md): See all saved log queries in one report. This enables you to manage saved queries, and re-run them with current data. - [Log Search](https://docs.kloudfuse.com/platform/latest/signals/logs/search/index.md): Learn about the various search functionalities within the Kloudfuse log search engine. - [Facet Search](https://docs.kloudfuse.com/platform/latest/signals/logs/search-facet/index.md): When you use facets to search your logs, you can filter on specific key-value pairs that Kloudfuse automatically discovers in your data. - [Search](https://docs.kloudfuse.com/platform/latest/signals/logs/search-syntax/index.md): Learn about log search operators, data types, and combinations. - [Grey](https://docs.kloudfuse.com/platform/latest/signals/logs/search-grep/index.md): To exactly match patterns when searching logs, use grep. - [Term](https://docs.kloudfuse.com/platform/latest/signals/logs/search-term/index.md): Term search identifies logs that contain specific words or phrases that Kloudfuse automatically discovers in your data. - [Term vs Grep](https://docs.kloudfuse.com/platform/latest/signals/logs/search-term-vs-grep/index.md): Understand the differences between term search and grep search, including how each handles special characters, tokenization, and matching. - [Search View](https://docs.kloudfuse.com/platform/latest/signals/logs/search-view/index.md): Learn how to search logs instantly in Kloudfuse using term search, facet search, and grep search methods with automatic facet extraction and filtering. - [Table View](https://docs.kloudfuse.com/platform/latest/signals/logs/table-view/index.md): Learn how to use the Logs Table interface to filter, view, and analyze log data with grouping and counting capabilities in Kloudfuse. - [Time Series](https://docs.kloudfuse.com/platform/latest/signals/logs/time-series-view/index.md): Learn how to use the Logs Time Series interface to visualize log data, apply filters, and analyze trends over time using FuseQL queries. - [Time Intervals](https://docs.kloudfuse.com/platform/latest/signals/logs/time/index.md): Use the time/calendar picker to change the time interval reported in the Logs interface, and the Steps function to adjust the granularity. - [Top List](https://docs.kloudfuse.com/platform/latest/signals/logs/top-list-view/index.md): Learn how to use the Logs Top List interface to filter and analyze log data with grouping capabilities in Kloudfuse. - [Category Types](https://docs.kloudfuse.com/platform/latest/signals/logs/type/index.md): Kloudfuse handles logs for a large and diverse number of resources: Applications, Systems, Security, Servers, Events, Changes, Networks, Threats, Access, Audits, Resources, Authorizations, Availability, Containers, Databases, and Endpoints. - [Aggregation](https://docs.kloudfuse.com/platform/latest/signals/metrics/aggregation/index.md): You can change or remove metric aggregation, or aggregate a metric along a new different dimension. - [Alerts](https://docs.kloudfuse.com/platform/latest/signals/metrics/alert/index.md): You can create alerts on a metric directly in the Kloudfuse Metrics Explorer. - [API](https://docs.kloudfuse.com/platform/latest/signals/metrics/api/index.md): Check the state of metrics in Kloudfuse through PromQL APIs. - [Best Practices](https://docs.kloudfuse.com/platform/latest/signals/metrics/best-practices/index.md): Consider these best practices when structuring your metrics stream ingestion and maintenance. - [Cardinality Explorer](https://docs.kloudfuse.com/platform/latest/signals/metrics/cardinality-explorer/index.md): Interactively explore metrics, labels, and their relationships while analyzing cardinality to troubleshoot performance issues. - [Chart Type](https://docs.kloudfuse.com/platform/latest/signals/metrics/chart-type/index.md): Kloudfuse represents graphics through these chart types: Line (default), Area, Bar, and Points. - [CloudWatch Aggregations](https://docs.kloudfuse.com/platform/latest/signals/metrics/cloudwatch-aggregations/index.md): Which CloudWatch statistic Kloudfuse stores as the plain (suffix-less) metric for each AWS service metric, and which suffixed variants are also emitted. - [Counter](https://docs.kloudfuse.com/platform/latest/signals/metrics/counter/index.md): Counter is a cumulative metric for ever-increasing counter of sets. Counter is one of the metric types supported by Kloudfuse. - [Derived Metrics](https://docs.kloudfuse.com/platform/latest/signals/metrics/derived-metrics/index.md): Precompute expensive PromQL expressions on a schedule and query the result as a new metric — useful for caching aggregations behind dashboards and alerts. - [Explorer Filters](https://docs.kloudfuse.com/platform/latest/signals/metrics/explorer-filters/index.md): To enrich your insights of the metric behavior, use labels to filter data in the Kloudfuse Metrics Explorer. - [Explorer Functions](https://docs.kloudfuse.com/platform/latest/signals/metrics/explorer-functions/index.md): Change the function that plots the metric, add new functions, or remove functions entirely. - [Explorer](https://docs.kloudfuse.com/platform/latest/signals/metrics/explorer/index.md): Metrics Explorer facilitates ad-hoc analysis of any metric, simply by charting the time series data for the specified time and dimension. - [Metric Formulas](https://docs.kloudfuse.com/platform/latest/signals/metrics/formulas/index.md): You can use formulas in the Kloudfuse Metrics Explorer. - [Gauge](https://docs.kloudfuse.com/platform/latest/signals/metrics/gauge/index.md): A Gauge is a single numerical value that can increase or decrease. Gauge is one of the metric types supported by Kloudfuse. - [Histogram](https://docs.kloudfuse.com/platform/latest/signals/metrics/histogram/index.md): Histograms track the distribution of observed values. A histogram is one of the metric types supported by Kloudfuse. - [Histogram Comparision](https://docs.kloudfuse.com/platform/latest/signals/metrics/histogram-native-exponential/index.md): Prometheus Native Histograms and OpenTelemetry Exponential Histograms are advanced histogram types natively supported by Kloudfuse. - [Metric Shaping Rules](https://docs.kloudfuse.com/platform/latest/signals/metrics/metric-shaping-rules/index.md): Reduce a high-cardinality metric's series count by aggregating it before storage, so dashboards and alerts query a small, focused recorded metric instead of the full per-pod fan-out. - [Data Types](https://docs.kloudfuse.com/platform/latest/signals/metrics/metric-type/index.md): Metric types in Kloudfuse include counter, gauge, and histogram. - [PromQL](https://docs.kloudfuse.com/platform/latest/signals/metrics/promql/index.md): You can use PromQL directly in Kloudfuse Metrics Explorer to define the metrics query. - [Queries](https://docs.kloudfuse.com/platform/latest/signals/metrics/queries/index.md): You can use multiple queries in the Kloudfuse Metrics Explorer. - [Recording Rules](https://docs.kloudfuse.com/platform/latest/signals/metrics/recording-rules/index.md): Update recording rules for metrics in Kloudfuse by modifying configuration and reinstalling the Helm release. - [Time Interval](https://docs.kloudfuse.com/platform/latest/signals/metrics/time/index.md): Use the time/calendar picker to change the time interval reported in the Metrics Explorer, and the Steps function to adjust the granularity. - [Enable RUM](https://docs.kloudfuse.com/platform/latest/signals/rum/enable/index.md): Enable Real User Monitoring (RUM) on Kloudfuse by configuring your storage service with step-by-step instructions. - [Enable with AWS/S3](https://docs.kloudfuse.com/platform/latest/signals/rum/enable-aws-s3/index.md): Enable Real User Monitoring session replay storage on Kloudfuse using AWS S3 buckets with secure credential management. - [Enable Azure Bloc](https://docs.kloudfuse.com/platform/latest/signals/rum/enable-azure-blob/index.md): Enable RUM session replay on Kloudfuse by configuring Azure Blob storage for recording and playback. - [Enable Google GCS](https://docs.kloudfuse.com/platform/latest/signals/rum/enable-google-gcs/index.md): Enable RUM session replay on Kloudfuse by configuring Google Cloud Storage bucket and creating Kubernetes secrets for credential management. - [Setup](https://docs.kloudfuse.com/platform/latest/signals/rum/setup/index.md): The Kloudfuse RUM SDK is available for Web, Flutter, and React Native; include the Kloudfuse RUM SDK dependency in your application. - [Setup w/Fluster](https://docs.kloudfuse.com/platform/latest/signals/rum/setup-flutter/index.md): The Kloudfuse RUM SDK is available as a plugin for Flutter; include the Kloudfuse RUM SDK dependency in your application. - [Setup w/React](https://docs.kloudfuse.com/platform/latest/signals/rum/setup-react-native/index.md): The Kloudfuse RUM SDK is available as a package for React Native; include the Kloudfuse RUM SDK dependency in your application. - [Setup w/Web](https://docs.kloudfuse.com/platform/latest/signals/rum/setup-web/index.md): The Kloudfuse RUM SDK is available as a package for Web; include the Kloudfuse RUM SDK dependency in your application. - [Connect RUM and Traces](https://docs.kloudfuse.com/platform/latest/signals/rum/connect-rum-and-traces/index.md): Link Kloudfuse RUM events to backend APM traces by enabling distributed tracing in the Kloudfuse RUM SDK. - [Actions](https://docs.kloudfuse.com/platform/latest/signals/rum/actions/index.md): Learn about RUM actions in Kloudfuse—user activities like clicks and scrolls with properties for monitoring performance and user behavior patterns. - [Add Application](https://docs.kloudfuse.com/platform/latest/signals/rum/add-application/index.md): Add new applications to your RUM. - [Analytics](https://docs.kloudfuse.com/platform/latest/signals/rum/analytics/index.md): Explore RUM analytics in Kloudfuse to analyze user experience with detailed insights into web performance and session behavior. - [Custom Attributes](https://docs.kloudfuse.com/platform/latest/signals/rum/custom-attributes/index.md): Learn how to attach custom attributes to RUM events using the Kloudfuse Browser SDK to capture application-specific data and user context. - [Custom Facets](https://docs.kloudfuse.com/platform/latest/signals/rum/custom-facets/index.md): Create custom facets to make custom attributes searchable and visible in the RUM sidebar for filtering and analysis. - [Redaction Masking](https://docs.kloudfuse.com/platform/latest/signals/rum/redaction-masking/index.md): Data redaction permanently removes sensitive information, making it irretrievable. Data masking temporarily disguises it with fake data for controlled use. Both techniques are vital for cybersecurity, protecting sensitive information and ensuring compliance with data privacy regulations. - [Perf. Monitoring](https://docs.kloudfuse.com/platform/latest/signals/rum/performance-monitoring/index.md): Monitor web vitals and application performance with RUM Performance Monitoring charts, baselines, and error summaries in Kloudfuse. - [Errors](https://docs.kloudfuse.com/platform/latest/signals/rum/error/index.md): Capture and track frontend errors with stack traces, automatic grouping, and comprehensive error analytics in Kloudfuse RUM. - [Views](https://docs.kloudfuse.com/platform/latest/signals/rum/views/index.md): Learn about RUM view events that track frontend navigation, page loads, Web Vitals, and performance timing statistics. - [Geo Map](https://docs.kloudfuse.com/platform/latest/signals/rum/geo-map/index.md): Visualize RUM events geographically on an interactive world map with country-level aggregations and hover details. - [List](https://docs.kloudfuse.com/platform/latest/signals/rum/list/index.md): Explore and visualize RUM events for your applications with filtering, sorting, and multiple visualization options in Kloudfuse. - [Pie Chart](https://docs.kloudfuse.com/platform/latest/signals/rum/pie-chart/index.md): Visualize the distribution of RUM action events by browser name and version using the Pie Chart interface in Kloudfuse. - [Resources](https://docs.kloudfuse.com/platform/latest/signals/rum/resources/index.md): Learn about RUM resource events including duration, size, DNS, SSL, and download metrics for analyzing webpage asset performance. - [Table](https://docs.kloudfuse.com/platform/latest/signals/rum/table/index.md): View and organize Real User Monitoring action events by browser name and version in the Table interface. - [Time Series](https://docs.kloudfuse.com/platform/latest/signals/rum/time-series/index.md): Visualize RUM events as time series with customizable aggregations, grouping attributes, and multiple chart type options. - [Top List](https://docs.kloudfuse.com/platform/latest/signals/rum/top-list/index.md): View RUM action events ranked by browser name and version with count metrics in Top List visualization. - [Event Tree Map](https://docs.kloudfuse.com/platform/latest/signals/rum/tree-map/index.md): Explore RUM events using Tree Map visualization to display hierarchical data as nested rectangles with automatic calculations. - [Pods](https://docs.kloudfuse.com/platform/latest/signals/infrastructure/kubernetes-pods/index.md) - [Clusters](https://docs.kloudfuse.com/platform/latest/signals/infrastructure/kubernetes-clusters/index.md): With Kloudfuse, you can easily monitor the performance and capacity of your entire infrastructure, including the particulars of nodes. - [Nodes](https://docs.kloudfuse.com/platform/latest/signals/infrastructure/kubernetes-nodes/index.md): With Kloudfuse, you can easily monitor the performance and capacity of your entire infrastructure, including the particulars of nodes. - [Namespaces](https://docs.kloudfuse.com/platform/latest/signals/infrastructure/kubernetes-namespaces/index.md) - [Filters](https://docs.kloudfuse.com/platform/latest/signals/infrastructure/kubernetes-filters/index.md): With Kloudfuse, you can easily monitor the performance and capacity of your entire infrastructure in Kubernetes deployments. Filtering on clear facets and labels makes it much more effective. - [Host Map](https://docs.kloudfuse.com/platform/latest/dashboards/panels/host-map/index.md): Visualize host-level metrics in a grid to spot performance patterns and anomalies. - [Log Events](https://docs.kloudfuse.com/platform/latest/dashboards/panels/log-events/index.md): Display filtered log data in a panel to monitor specific events or patterns. - [Pie Chart](https://docs.kloudfuse.com/platform/latest/dashboards/panels/pie-chart/index.md): Visualize the proportion of metrics across categories using a pie format. - [Row](https://docs.kloudfuse.com/platform/latest/dashboards/panels/row/index.md): Group related panels horizontally in the dashboard. - [Text](https://docs.kloudfuse.com/platform/latest/dashboards/panels/text/index.md): Add static or markdown-formatted content to a dashboard. - [Timeseries](https://docs.kloudfuse.com/platform/latest/dashboards/panels/timeseries/index.md): Visualize time-based metrics with line, point, or bar graphs to track trends and patterns. - [Top List](https://docs.kloudfuse.com/platform/latest/dashboards/panels/top-list/index.md): Display highest or lowest ranked metric values in a sorted list. - [Create](https://docs.kloudfuse.com/platform/latest/dashboards/usage/creating/index.md): Create a new dashboard to organize and visualize observability data. - [Action Menu](https://docs.kloudfuse.com/platform/latest/dashboards/usage/action-menu-basic-settings/index.md): Configure settings, manage variables, export, or delete dashboards from the Actions menu. - [Config Variables](https://docs.kloudfuse.com/platform/latest/dashboards/usage/action-menu-configurable-variables/index.md): Define and manage variables to make dashboard panels dynamic and filterable. - [Configure Panels](https://docs.kloudfuse.com/platform/latest/dashboards/usage/configure-panels/index.md): Resize, move, configure, or duplicate panels to customize your dashboard layout. - [Edit](https://docs.kloudfuse.com/platform/latest/dashboards/usage/editing/index.md): Modify dashboard settings, panels, or structure to keep information accurate and relevant. - [Import](https://docs.kloudfuse.com/platform/latest/dashboards/usage/importing/index.md): Import dashboards and alerts into Kloudfuse using the catalog service or customer Python scripts. - [Organize](https://docs.kloudfuse.com/platform/latest/dashboards/usage/organize-folders/index.md): Group dashboards into folders by service, team, or environment. - [Share](https://docs.kloudfuse.com/platform/latest/dashboards/usage/sharing/index.md): Share your searches, queries, and visualizations with team members using short URLs - [Best Practices](https://docs.kloudfuse.com/platform/latest/dashboards/usage/best-practices/index.md): Manage, create, and import dashboards in Kloudfuse to visualize observability data. - [Create](https://docs.kloudfuse.com/platform/latest/alerts/administration/create/index.md): Learn how to create alerts in the Kloudfuse observability platform. - [Search](https://docs.kloudfuse.com/platform/latest/alerts/administration/search/index.md): The Kloudfuse alerts interface has a rich set of filters on the left side of the page. - [Manage](https://docs.kloudfuse.com/platform/latest/alerts/administration/managing-alerts/index.md): Manage alert rules in Kloudfuse: view, edit, copy, mute, and delete alert rules. - [Silence](https://docs.kloudfuse.com/platform/latest/alerts/administration/silence/index.md): Silence alerts in your system either globally or for specific labels. - [Suppress Schedule](https://docs.kloudfuse.com/platform/latest/alerts/administration/suppress-schedule/index.md): Configure suppression schedules to silence alerts during planned maintenance windows or known outage periods. - [Preinstalled](https://docs.kloudfuse.com/platform/latest/alerts/administration/preinstalled/index.md): The Kloudfuse platform includes preinstalled infrastructure and self-monitoring alerts for Kubernetes environments. - [Import](https://docs.kloudfuse.com/platform/latest/alerts/administration/importing-alerts/index.md): Import and manage alerts and dashboards in Kloudfuse using the catalog service or customer Python scripts. - [Best Practices](https://docs.kloudfuse.com/platform/latest/alerts/administration/best-practices/index.md): Consider these best practices when structuring your alerts and notifications. - [Contacts](https://docs.kloudfuse.com/platform/latest/alerts/administration/contact-points/index.md): Specify contact points where the Kloudfuse platform sends alerts. - [Anomaly Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-anomaly/index.md): An anomaly alert uses past behavior to detect when a metric is behaving abnormally. - [Change Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-change/index.md): A change alert evaluates the difference between a current value, and the value in the past. - [Forecast Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-forecast/index.md): A forecast alert is a metric alert that predicts its future behavior, and compares it to a static threshold. - [Metric Threshold](https://docs.kloudfuse.com/platform/latest/alerts/types/create-metric-threshold/index.md): Compare values of a metric with a user-defined threshold. - [Outlier Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-outlier/index.md): Outlier monitors detect when a group member (host, availability zones, partitions) exhibits unusual behavior. - [Threshold Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-threshold/index.md): Whenever a metric crosses a specified threshold, it triggers an alert. - [APM Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-apm/index.md): Compare an APM metric with a user-defined threshold. - [Log Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-logs/index.md): Kloudfuse monitors the logs it ingests, alerting on patterns and anomalies detected in log data. - [Metric Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-metric/index.md): Create metric alerts to compare metric values against thresholds, or detect anomalies, outliers, changes, and forecasts. - [RUM Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-rum/index.md): Create RUM alerts to monitor the performance and user experience of real users in real time. - [SLO Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-slo/index.md): Create SLO alerts to be notified when there is a risk of violating your service-level objectives. - [Traces Alert](https://docs.kloudfuse.com/platform/latest/alerts/types/create-traces/index.md): Create trace alerts to monitor latency, error rates, and throughput anomalies across distributed services. - [Claude](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/claude-instructions/index.md): Setting up an MCP client to use the Kloudfuse MCP server for troubleshooting and investigation - [Local MCP Server](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/local-instructions/index.md): Setting up an MCP client to use the Kloudfuse MCP server for troubleshooting and investigation - [Remote MCP Server](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/remote-instructions/index.md): Setting up an MCP client to use the Kloudfuse MCP server for troubleshooting and investigation - [Toolsets](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/toolsets/index.md): Narrow the Kloudfuse MCP server's tool surface per connection by selecting a comma-separated list of toolsets. - [Enable on the Cluster](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/oauth/enable-on-cluster/index.md): Cluster-side setup for the Kloudfuse MCP OAuth custom connector - [Claude Desktop](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/oauth/claude-desktop/index.md): Connect Claude Desktop to the Kloudfuse MCP server via the OAuth custom connector - [Claude Code](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/oauth/claude-code/index.md): Connect Claude Code (CLI) to the Kloudfuse MCP server via the OAuth custom connector - [Codex](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/oauth/codex/index.md): Connect OpenAI Codex (app or CLI) to the Kloudfuse MCP server via the OAuth custom connector - [Gemini CLI](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/oauth/gemini/index.md): Connect the Google Gemini CLI to the Kloudfuse MCP server via the OAuth custom connector - [Troubleshooting](https://docs.kloudfuse.com/platform/latest/ai-ml/mcp-server/oauth/troubleshooting/index.md): Common errors when connecting an AI client to the Kloudfuse MCP OAuth custom connector - [DBSCAN](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/dbscan/index.md): DBSCAN calculates density-based spatial clustering of applications with noise; it is one of the advanced functions that the Kloudfuse platform supports. - [Holt Winters](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/holt-winters/index.md): The Holt-Winters function produces a smoothed value for time series based on the range in the time series, accounting for seasonal adjustments. - [Linear Regression](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/linear-regression/index.md): Linear Regression estimates the future value of a metric. - [Prophet](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/prophet/index.md): Prophet forecasts time series data using an additive model with non-linear trends; Kloudfuse uses it as the agile-robust option for Anomaly Detection. - [Rolling quantile](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/rolling-quantile/index.md): Rolling quantile is one of several advanced functions that the Kloudfuse platform supports. - [SARIMA](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/sarima/index.md): SARIMA calculates the seasonally-adjusted autoregressive integrated moving average, one of several advanced functions that the Kloudfuse platform supports. - [Seasonal Decompose](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/seasonal-decompose/index.md): Seasonal Decompose calculates the seasonally-adjusted decomposition of time series, one of several advanced functions that the Kloudfuse platform supports. - [Operators](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/operators/index.md): Index of all FuseQL operator categories: logical, comparison, text-search, aggregation, arithmetic, trigonometric, window, parse, lookup, string, encode, convert, datetime, predicate, IP, transform, algorithm, and misc. - [Best Practices](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/best-practices/index.md): How to write fast, accurate FuseQL queries on Kloudfuse by filtering on indexed labels and ingest-time facets, using term search instead of string scans, and keeping metric queries pushdown-friendly. - [Limitations](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/limitations/index.md): Hard row limits, metric series caps, timeout constraints, pushdown restrictions, and regex engine limitations for FuseQL queries on Kloudfuse. - [Examples](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/examples/index.md): FuseQL syntax reference and worked use-case scenarios — copy-pasteable query patterns for filtering, aggregating, parsing, and transforming log data, plus screenshots of error rate, anomaly detection, outlier detection, and more. - [Aggregation](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/aggregation/index.md): FuseQL aggregation operators for computing averages, counts, sums, percentiles, and standard deviations over log data. - [Algorithms](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/algorithm/index.md): FuseQL algorithmic operators for anomaly detection and outlier detection in time-series log metrics. - [Arithmetic](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/arithmetic/index.md): FuseQL arithmetic operators for performing mathematical operations such as abs, ceil, floor, log, round, and sqrt in queries. - [Comparison](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/comparison/index.md): FuseQL comparison operators for filtering log lines by equality, inequality, and numeric range on label and facet values. - [Conversion](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/convert/index.md): FuseQL type conversion operators for converting between numeric, hexadecimal, bytes, duration, and float/int types. - [Date and Time](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/datetime/index.md): FuseQL date and time operators for formatting, parsing, and querying timestamps and time ranges. - [Encoding](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/encode/index.md): FuseQL encoding operators for base64, URL encoding/decoding, and hashing. - [IP and CIDR](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/ip/index.md): FuseQL IP and CIDR operators for parsing, validating, and comparing IPv4 and IPv6 addresses in log queries. - [Logical](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/logical/index.md): FuseQL logical operators — and, or — for combining multiple search filter conditions before the pipe stage. - [Lookup](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/lookup/index.md): FuseQL lookup operators for enriching log data with values from external lookup tables. - [Miscellaneous](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/misc/index.md): FuseQL miscellaneous operators: compare time-shifted data, forecast future values, and reference reserved log fields. - [Parser](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/parse/index.md): FuseQL parse operators for extracting structured fields from log messages at query time using regex, anchors, JSON, and split. - [Predicates](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/predicate/index.md): FuseQL predicate operators for conditional checks on string and numeric values, including regex matching, null checks, and validation. - [Scheduled Search](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/scheduled-search/index.md): Save a FuseQL query and run it automatically on a schedule, delivering results to email recipients or a lookup table. - [String](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/string/index.md): FuseQL core string operators for concatenating, formatting, replacing, and manipulating string values in log queries. - [Text Search](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/text-search/index.md): FuseQL text search operators for pattern matching, regex, full-text grep, token-based term search, and field existence checks. - [Transform](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/transform/index.md): FuseQL transform operators for reshaping query results: backshift, dedup, timeslice, and transpose. - [Trigonometry](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/trigonometric/index.md): FuseQL trigonometric operators for computing sine, cosine, tangent, and their inverses and hyperbolic variants. - [Windows](https://docs.kloudfuse.com/platform/latest/query-languages/fuseql/window/index.md): FuseQL window operators for performing rolling calculations across a sliding window of rows: accum, rollingstd, smooth, and total. - [Best Practices](https://docs.kloudfuse.com/platform/latest/query-languages/logql/best-practices/index.md): How to write fast, accurate LogQL queries on Kloudfuse by filtering on indexed labels and ingest-time facets instead of searching strings. - [Limitations](https://docs.kloudfuse.com/platform/latest/query-languages/logql/limitations/index.md): Technical limitations of LogQL string and regex searching on Kloudfuse, and how the equivalent FuseQL operators avoid them. - [Aggregation](https://docs.kloudfuse.com/platform/latest/query-languages/logql/aggregation/index.md): LogQL vector aggregation operators for combining metric series: sum, avg, min, max, count, stddev, stdvar, topk, bottomk, sort, and sort_desc. - [Binary Operators](https://docs.kloudfuse.com/platform/latest/query-languages/logql/binary-operator/index.md): LogQL binary operators for combining metric queries: arithmetic, comparison, and set operations between vectors and scalars. - [Comparison](https://docs.kloudfuse.com/platform/latest/query-languages/logql/comparison/index.md): LogQL stream selector operators for matching log streams by label: equality, inequality, and regular expressions. - [Miscellaneous](https://docs.kloudfuse.com/platform/latest/query-languages/logql/misc/index.md): LogQL built-in query functions: label_replace for rewriting series labels and vector for literal vector values. - [Parser](https://docs.kloudfuse.com/platform/latest/query-languages/logql/parse/index.md): LogQL parser operators for extracting labels from log lines at query time: json, logfmt, pattern, regexp, and unpack. - [Predicates](https://docs.kloudfuse.com/platform/latest/query-languages/logql/predicate/index.md): LogQL label filter operators for filtering log lines by label value: string, numeric, duration, bytes, and IP comparisons. - [Range Aggregations](https://docs.kloudfuse.com/platform/latest/query-languages/logql/range-aggregation/index.md): LogQL range aggregation operators that turn log streams into metrics: rate, count_over_time, bytes_over_time, bytes_rate, and absent_over_time. - [Text Search](https://docs.kloudfuse.com/platform/latest/query-languages/logql/text-search/index.md): LogQL line filter operators for keeping or discarding log lines by substring, regular expression, or pattern match. - [Transform](https://docs.kloudfuse.com/platform/latest/query-languages/logql/transform/index.md): LogQL formatting operators for rewriting log lines and labels: line_format, label_format, decolorize, drop, and keep. - [Unwrap Aggregations](https://docs.kloudfuse.com/platform/latest/query-languages/logql/unwrap/index.md): LogQL unwrapped range aggregations that compute statistics over a numeric label: avg_over_time, quantile_over_time, sum_over_time, and more. - [Best Practices](https://docs.kloudfuse.com/platform/latest/query-languages/promql/best-practices/index.md): How to write fast, accurate PromQL queries on Kloudfuse by controlling cardinality, choosing the right matchers, sizing rate windows correctly, and letting rollups do the heavy lifting. - [Limitations](https://docs.kloudfuse.com/platform/latest/query-languages/promql/limitations/index.md): Query limits, cardinality constraints, and performance considerations for PromQL in Kloudfuse — series caps, data point limits, over_time subquery costs, and join performance. - [Aggregation](https://docs.kloudfuse.com/platform/latest/query-languages/promql/aggregation/index.md): PromQL aggregation operators for combining series: sum, avg, min, max, count, count_values, group, stddev, stdvar, quantile, topk, and bottomk. - [Algorithms](https://docs.kloudfuse.com/platform/latest/query-languages/promql/algorithm/index.md): Kloudfuse advance functions usable in PromQL: anomaly detection, outlier detection, and forecasting with SARIMA, DBSCAN, RRCF, Prophet, and more. - [Arithmetic](https://docs.kloudfuse.com/platform/latest/query-languages/promql/arithmetic/index.md): PromQL math functions: abs, ceil, floor, round, exp, ln, log2, log10, sqrt, sgn, and the clamp family. - [Binary Operators](https://docs.kloudfuse.com/platform/latest/query-languages/promql/binary-operator/index.md): PromQL binary operators: arithmetic, comparison, set operations, and vector matching with on, ignoring, and group_left. - [Comparison](https://docs.kloudfuse.com/platform/latest/query-languages/promql/comparison/index.md): PromQL label matchers for selecting metric series: equality, inequality, and regular expressions. - [Counters](https://docs.kloudfuse.com/platform/latest/query-languages/promql/counter/index.md): PromQL functions for counter metrics: rate, irate, increase, and resets. - [Date and Time](https://docs.kloudfuse.com/platform/latest/query-languages/promql/datetime/index.md): PromQL date and time functions: time, timestamp, minute, hour, day_of_week, day_of_month, day_of_year, days_in_month, month, and year. - [Miscellaneous](https://docs.kloudfuse.com/platform/latest/query-languages/promql/misc/index.md): PromQL miscellaneous functions: absent, scalar, vector, histogram_quantile, and the Kloudfuse apdex extension. - [Over-Time](https://docs.kloudfuse.com/platform/latest/query-languages/promql/over-time/index.md): PromQL *_over_time functions that aggregate each series across a range window: avg, min, max, sum, count, quantile, stddev, stdvar, last, present, and absent. - [Selectors](https://docs.kloudfuse.com/platform/latest/query-languages/promql/selector/index.md): PromQL range vectors, offset and @ modifiers, and subqueries for controlling what data a selector reads. - [Trends](https://docs.kloudfuse.com/platform/latest/query-languages/promql/trend/index.md): PromQL functions for gauge trends: delta, idelta, deriv, predict_linear, double_exponential_smoothing, and changes. - [Trigonometry](https://docs.kloudfuse.com/platform/latest/query-languages/promql/trigonometric/index.md): PromQL trigonometric functions: sine, cosine, tangent, their inverses and hyperbolic variants, plus deg, rad, and pi. - [Transform](https://docs.kloudfuse.com/platform/latest/query-languages/promql/transform/index.md): PromQL functions that reshape results: label_replace, label_join, sort, and sort_desc. - [Aggregation](https://docs.kloudfuse.com/platform/latest/query-languages/traceql/aggregation/index.md): TraceQL spanset aggregates — count, avg, min, max, sum — for filtering whole traces by evidence from their spans. - [Comparison](https://docs.kloudfuse.com/platform/latest/query-languages/traceql/comparison/index.md): TraceQL comparison operators for selecting spans by attribute and intrinsic values: equality, inequality, regex, and ordering comparisons. - [Intrinsics](https://docs.kloudfuse.com/platform/latest/query-languages/traceql/intrinsic/index.md): TraceQL intrinsic fields available on every span: duration, name, status, kind, traceDuration, and event names. - [Logical](https://docs.kloudfuse.com/platform/latest/query-languages/traceql/logical/index.md): TraceQL logical operators — && and || — for combining span conditions. - [Transform](https://docs.kloudfuse.com/platform/latest/query-languages/traceql/transform/index.md): TraceQL pipeline operators that reshape search results: select and by. - [Audit/Perf Logs](https://docs.kloudfuse.com/platform/latest/administration/auditing/auditing/index.md): Configure audit and performance logs in Kloudfuse to capture authentication, authorization, and query events for compliance and security review. - [Audit Log Data](https://docs.kloudfuse.com/platform/latest/administration/auditing/audit-log-queries/index.md): Understand how Kloudfuse audit log data is organized, what events are captured, and which fields and facets are available for querying. - [Performance Log Data](https://docs.kloudfuse.com/platform/latest/administration/auditing/performance-logs/index.md): Understand how Kloudfuse performance log data is organized, what queries are captured, and which fields are available for analysis. - [Auditing Query Examples](https://docs.kloudfuse.com/platform/latest/administration/auditing/query-examples/index.md): Example FuseQL queries for audit logs and performance logs, with representative output showing how data is structured and what results to expect. - [Introduction](https://docs.kloudfuse.com/platform/latest/administration/authentication/introduction/index.md): Configure authentication for Kloudfuse clusters, including SSO, SAML, ingestion authentication, login security, and database credentials. - [Ingestion w/Key](https://docs.kloudfuse.com/platform/latest/administration/authentication/ingestion-api-key/index.md): With Kloudfuse, you can easily monitor the performance and capacity of your entire infrastructure using API Key Based Ingestion Authentication. - [Ingestion w/Oauth2](https://docs.kloudfuse.com/platform/latest/administration/authentication/ingestion-oauth2-credential-token/index.md): With Kloudfuse, you can easily monitor the performance and capacity of your entire infrastructure using OAuth2 Credential Token Based Ingestion Authentication. - [Google SSO](https://docs.kloudfuse.com/platform/latest/administration/authentication/sso-google/index.md): Configure Google OAuth2 authentication for Kloudfuse by registering an application with Google and updating Helm values. - [Jumpcloud SSO](https://docs.kloudfuse.com/platform/latest/administration/authentication/sso-jumpcloud/index.md): Configure JumpCloud OIDC-based SSO authentication for Kloudfuse. - [Okta SSO](https://docs.kloudfuse.com/platform/latest/administration/authentication/sso-okta/index.md): Configure Okta OIDC-based SSO authentication for Kloudfuse. - [SAML SSO](https://docs.kloudfuse.com/platform/latest/administration/authentication/sso-saml/index.md): Set up your SAML provider IdP - [Local Login](https://docs.kloudfuse.com/platform/latest/administration/authentication/login-security/index.md): Configure brute force password attack protection and Redis-based session security for Kloudfuse. - [Disable Local Login](https://docs.kloudfuse.com/platform/latest/administration/authentication/sso-only/index.md): You can implement an exclusively SSO-based authentication for access to your Kloudfuse cluster. - [DB Credentials](https://docs.kloudfuse.com/platform/latest/administration/authentication/database-manage-credentials/index.md): Configure PostgreSQL credentials for Kloudfuse by creating a Kubernetes secret with the database password. - [RBAC Architecture](https://docs.kloudfuse.com/platform/latest/administration/authorization/rbac/architecture/index.md): How Kloudfuse RBAC components — Roles, Users, Teams, Service Accounts, Policies, and Folders — relate to one another and control data and content access. - [RBAC Setup](https://docs.kloudfuse.com/platform/latest/administration/authorization/rbac/configuration/index.md): Configure RBAC in Kloudfuse by enabling access control, setting default user roles and policies, and synchronizing SSO groups to roles. - [Assign User Role](https://docs.kloudfuse.com/platform/latest/administration/authorization/rbac/assignment/index.md): Assign and change RBAC roles for users in Kloudfuse to control their system-wide permissions. - [Folder Permissions](https://docs.kloudfuse.com/platform/latest/administration/authorization/rbac/folders/index.md): How folder permissions work in Kloudfuse — permission levels, sources, inheritance, and instructions for managing folder access. - [Role Permissions](https://docs.kloudfuse.com/platform/latest/administration/authorization/rbac/role-permissions/index.md): Reference for Kloudfuse RBAC role permissions — what Admin, Editor, and Viewer roles can access and configure across the platform. - [Teams](https://docs.kloudfuse.com/platform/latest/administration/authorization/rbac/teams/index.md): How Kloudfuse manages teams (groups), including OAuth group sync, team member roles, and what the team Admin permission controls. - [Policy Configuration](https://docs.kloudfuse.com/platform/latest/administration/authorization/policies/configuration/index.md): Create, configure, and delete RBAC policies in Kloudfuse to control which telemetry streams each team can access. - [Team Policy Assignment](https://docs.kloudfuse.com/platform/latest/administration/authorization/policies/teams/index.md): Assign, remove, and review policies for teams in Kloudfuse to control what data each team can access. - [User Policy Assignment](https://docs.kloudfuse.com/platform/latest/administration/authorization/policies/users/index.md): Assign, remove, and review policies for individual users in Kloudfuse to control what data each user can access directly. - [Best Practices](https://docs.kloudfuse.com/platform/latest/administration/authorization/policies/best-practices/index.md): Guidance on designing and combining RBAC policies in Kloudfuse, including how stream access is resolved when multiple policies apply to the same team. - [Backup and Restore](https://docs.kloudfuse.com/platform/latest/administration/clusters/backup-restore/index.md): These steps describe how to back up and restore your Kloudfuse cluster using the az-service. - [Consumption Tracking](https://docs.kloudfuse.com/platform/latest/administration/clusters/tracking-regional/index.md): Configure Kloudfuse to use a cost-effective cross-regional architecture. - [Kloudfuse Observer](https://docs.kloudfuse.com/platform/latest/administration/consumption/kloudfuse-observer/index.md): We monitor the performance of your Kloudfuse stack to help resolve issues. - [Consumption Tracking](https://docs.kloudfuse.com/platform/latest/administration/consumption/tracking-melta/index.md): Configure Kloudfuse to track resource consumption at stream level, monitoring ingestion, storage, and query metrics by labels. - [Consumption](https://docs.kloudfuse.com/platform/latest/administration/control-plane/consumption/index.md): The Consumption interface summarizes chargeback for the streams in your system. - [Control Plane Events](https://docs.kloudfuse.com/platform/latest/administration/control-plane/events/index.md): The Events interface summarizes the events of internal services. - [Control Plane Kafka](https://docs.kloudfuse.com/platform/latest/administration/control-plane/kafka/index.md): The Kafka interface summarizes the activities that involve Kafka and related brokers. - [Control Plane: Kloudfuse](https://docs.kloudfuse.com/platform/latest/administration/control-plane/kloudfuse/index.md): The Kloudfuse Overview summarizes all monitored information in a series of components. - [Control Plane Logs](https://docs.kloudfuse.com/platform/latest/administration/control-plane/logs/index.md): The Logs interface summarizes the logs of internal services. - [Control Plane Metrics](https://docs.kloudfuse.com/platform/latest/administration/control-plane/metrics/index.md): The Metrics interface summarizes the metrics of internal services. - [Kloudfuse Agent](https://docs.kloudfuse.com/platform/latest/administration/control-plane/observability-agent/index.md): How to enable the Datadog observability agent and the kfuse-profiler to monitor the Kloudfuse cluster itself. - [Control Plane Outliers](https://docs.kloudfuse.com/platform/latest/administration/control-plane/outliers/index.md): The Outlier Resources interface summarizes the unusual and irregular activities in the system. - [Control Plane Pinot](https://docs.kloudfuse.com/platform/latest/administration/control-plane/pinot/index.md): The Pinot interface summarizes the activities that involve Pinot. - [Control Plane System](https://docs.kloudfuse.com/platform/latest/administration/control-plane/system/index.md): The System interface summarizes the reports on all Nodes and Services in the system. - [Control Plane Traces](https://docs.kloudfuse.com/platform/latest/administration/control-plane/traces/index.md): The Traces interface summarizes the traces of internal services. - [Service Accounts](https://docs.kloudfuse.com/platform/latest/administration/access/service-accounts/index.md): A service account is a special kind of non-human account for applications, services, or virtual machines (VMs) to securely interact with other systems or APIs. Service accounts operate in the background, without user interaction. - [Manage Teams](https://docs.kloudfuse.com/platform/latest/administration/access/teams/index.md): This section discusses topics related to managing user teams in Kloudfuse. - [Manage Users](https://docs.kloudfuse.com/platform/latest/administration/access/users/index.md): This section covers topics related to managing users in Kloudfuse. - [Query Interleaving](https://docs.kloudfuse.com/platform/latest/administration/query-scheduling/query-interleaving/index.md): How Kloudfuse runs Pinot queries concurrently with their execution interleaved so small queries are not blocked by large ones, and how to disable the scheduler. - [Concepts](https://docs.kloudfuse.com/platform/latest/administration/query-scheduling/query-priorities/concepts/index.md): How Kloudfuse query priorities and per-call timeouts work — classes, streams, and the resolution chain Kloudfuse uses to pick a value for each request. - [Cluster Defaults](https://docs.kloudfuse.com/platform/latest/administration/query-scheduling/query-priorities/class-defaults/index.md): Use the Global query priorities admin page to configure cluster-wide priority and timeout defaults for the Scheduled, Interactive, and Machine / Agent classes. - [Per-Entity Overrides](https://docs.kloudfuse.com/platform/latest/administration/query-scheduling/query-priorities/per-entity/index.md): Use the User, Team, and Service Account detail pages to override cluster-wide query priority defaults for specific entities. - [Policies](https://docs.kloudfuse.com/platform/latest/data-management/retention/instructions/index.md): Configure default and custom retention policies for Kloudfuse data streams including metrics, logs, traces, and events with Kafka partitions. - [Instructions](https://docs.kloudfuse.com/platform/latest/data-management/archive/instructions/index.md): To save transactional log information for longer periods, due to regularly requirements, use the Kloudfuse log archive and hydration workflow. - [Hydration Job Status](https://docs.kloudfuse.com/platform/latest/data-management/archive/hydration-job-status/index.md): This is how to hydrate a specific log. - [Hydrate From Archive](https://docs.kloudfuse.com/platform/latest/data-management/archive/log-hydrate/index.md): This is how to hydrate a specific log. - [Logs Hydration](https://docs.kloudfuse.com/platform/latest/data-management/archive/logs-hydration/index.md): To save transactional log information for longer periods, due to regularly requirements, use the Kloudfuse log archive and hydration workflow. - [Configuration](https://docs.kloudfuse.com/platform/latest/data-management/profiling/instructions/index.md): Continuous Profiling provides in-depth, line-level insights into the application’s code, exposing the precise details of resource utilization. - [AWS Profiler](https://docs.kloudfuse.com/platform/latest/data-management/profiling/aws/index.md): Add the necessary AWS S3 configuration to store profiles to the `config` section of the `custom-values.yaml` file, - [GCS Profiler](https://docs.kloudfuse.com/platform/latest/data-management/profiling/gcp/index.md): Add the necessary GCP GCS configuration to store profiles to the `config` section of the `custom-values.yaml` file, - [User Guide](https://docs.kloudfuse.com/platform/latest/data-management/rollup/implementation/index.md): Kloudfuse supports rollup of metrics data, computed directly from the data stream. - [Aggregation Steps](https://docs.kloudfuse.com/platform/latest/data-management/rollup/aggregation-size/index.md): Learn how Kloudfuse calculates rollup aggregation step sizes for line and bar charts based on overall timeframe intervals. - [Aggregation](https://docs.kloudfuse.com/platform/latest/data-management/rollup/aggregation/index.md): To plot all the data in a time interval as a single datapoint, Kloudfuse creates rollups that aggregate multiple data points within the time interval. - [Configure metrics rollup](https://docs.kloudfuse.com/platform/latest/data-management/rollup/configure/index.md): Configure metrics rollup on your Kloudfuse cluster. - [Metrics rollup processes](https://docs.kloudfuse.com/platform/latest/data-management/rollup/process/index.md): Learn how Kloudfuse creates and uses rolled up metrics, through ingestion, processing, calculation, storage, and queries. - [Supplement](https://docs.kloudfuse.com/platform/latest/data-management/rollup/supplemental/index.md): Supplemental information for Kloudfuse metrics rollup. - [Fluentbit](https://docs.kloudfuse.com/platform/latest/data-management/routing/integrate-ingester-fluentbit/index.md): Kloudfuse integrates with the Fluentbit agent to ingest logs from the Kinesis Firehose data stream. This enables you to forward logs to a different datastore or backend, instead of just Kloudfuse. - [Rate Control](https://docs.kloudfuse.com/platform/latest/data-management/routing/rate-control/index.md): You can customize an ingestion rate control mechanism that enables you to limit the amount of data ingested for each data stream. - [RC for Events](https://docs.kloudfuse.com/platform/latest/data-management/routing/rate-control-events/index.md): You can customize an ingestion rate control mechanism that enables you to limit the amount of ingested event data. - [RC for Logs](https://docs.kloudfuse.com/platform/latest/data-management/routing/rate-control-logs/index.md): You can customize an ingestion rate control mechanism that enables you to limit the amount of ingested logs data. - [RC for Metrics](https://docs.kloudfuse.com/platform/latest/data-management/routing/rate-control-metrics/index.md): You can customize an ingestion rate control mechanism that enables you to limit the amount of ingested metrics data. - [RC for RUM](https://docs.kloudfuse.com/platform/latest/data-management/routing/rate-control-rum/index.md): You can customize an ingestion rate control mechanism that enables you to limit the amount of ingested RUM data. - [RC Traces](https://docs.kloudfuse.com/platform/latest/data-management/routing/rate-control-traces/index.md): You can customize an ingestion rate control mechanism that enables you to limit the amount of ingested trace data. - [Relabel Rules](https://docs.kloudfuse.com/platform/latest/data-management/routing/relabel-rules/index.md): Configure relabel rules for Metrics, Events, and Traces during ingestion using Prometheus format in Kloudfuse. - [Remote Write Endpoints](https://docs.kloudfuse.com/platform/latest/data-management/routing/remote-write-endpoints/index.md): Learn how to configure remote write endpoints, including multiple endpoints. - [User Guide](https://docs.kloudfuse.com/platform/latest/data-management/scrubbing/instructions/index.md): Learn how to permanently delete MELT (Metrics, Events, Logs, Traces) data based on filters using the Kloudfuse Scrubbing tool - [Scrub Jobs](https://docs.kloudfuse.com/platform/latest/data-management/scrubbing/admin-scrub/index.md): This section discusses topics related to scrubbing intervals of telemetry data from the system. - [Ingester API](https://docs.kloudfuse.com/platform/latest/reference/api/ingester/index.md): Send metrics, logs, traces, and events directly to the Kloudfuse ingester using OTLP, Prometheus remote write, Datadog-compatible, FluentBit, Fluentd, or Filebeat endpoints. - [Cardinality Explorer API](https://docs.kloudfuse.com/platform/latest/reference/api/cardinality-explorer/index.md): REST API reference for the Kloudfuse Metrics Cardinality Explorer — query metric series counts, label series counts, and label value counts. - [Folders API](https://docs.kloudfuse.com/platform/latest/reference/api/folders/index.md): REST API reference for managing folders and folder permissions in Kloudfuse, with working curl examples. - [Facets API](https://docs.kloudfuse.com/platform/latest/reference/api/facets/index.md): GraphQL API reference for managing favorite facets in Kloudfuse, with working curl examples for listing, adding, editing, and removing facets and facet groups. - [Policies API](https://docs.kloudfuse.com/platform/latest/reference/api/policies/index.md): REST API reference for managing RBAC policies and policy assignments in Kloudfuse, with working curl examples. - [Teams API](https://docs.kloudfuse.com/platform/latest/reference/api/teams/index.md): REST API reference for managing teams and team membership in Kloudfuse, with working curl examples. - [GraphQL API](https://docs.kloudfuse.com/platform/latest/reference/api/graphql/index.md): When and how Kloudfuse uses GraphQL — the API transport for programmatic log and event queries, not a log query language. - [Logs API](https://docs.kloudfuse.com/platform/latest/reference/api/logs/index.md): API reference for querying logs and lookup tables in Kloudfuse — FuseQL and LogQL aggregation, streaming queries, time-series queries, and lookup tables - [Metrics API](https://docs.kloudfuse.com/platform/latest/reference/api/metrics/index.md): API reference for querying metrics in Kloudfuse — Prometheus-compatible PromQL endpoints for instant queries, range queries, labels, series, and metadata. - [Traces API](https://docs.kloudfuse.com/platform/latest/reference/api/traces/index.md): API reference for searching traces in Kloudfuse — TraceQL search, trace retrieval by ID, and tag discovery through the Grafana datasource proxy. - [Hydration API](https://docs.kloudfuse.com/platform/latest/reference/api/hydration/index.md): REST API reference for the Kloudfuse hydration service — submit, monitor, pause, resume, and cancel log hydration jobs, and list available archives. - [AWS Terraform Deploy](https://docs.kloudfuse.com/platform/latest/reference/misc/aws/terraform/index.md): Use Terraform to provision the AWS infrastructure required to run Kloudfuse on EKS, including VPC, EKS cluster, ACM certificates, and Route 53 DNS. - [Multi-Account Ingestion](https://docs.kloudfuse.com/platform/latest/reference/misc/aws/multi-endpoint/index.md): Configure Kloudfuse to receive telemetry from multiple AWS accounts or VPCs using AWS PrivateLink and VPC Service Endpoints. - [Supported Services](https://docs.kloudfuse.com/platform/latest/reference/misc/aws/aws-supported-services/index.md): Complete list of metadata labels the AWS enrichment scraper attaches to CloudWatch metrics, by service, including required IAM actions. - [IAM Permissions](https://docs.kloudfuse.com/platform/latest/reference/misc/aws/iam-permissions/index.md): IAM policy documents for Kloudfuse CloudWatch metrics enrichment, covering all supported namespaces and a core-services subset. - [Alert Architecture](https://docs.kloudfuse.com/platform/latest/reference/misc/grafana/alerting-architecture/index.md): Understand the Grafana Alerting architecture within Kloudfuse, including Alert Rules, Evaluation Groups, Alert Manager, and Notification Policies. - [Image Renderer](https://docs.kloudfuse.com/platform/latest/reference/misc/grafana/image-renderer/index.md): Configure the Grafana Image Renderer plugin for the Kloudfuse Cluster - [TLS Configuration](https://docs.kloudfuse.com/platform/latest/reference/misc/grafana/tls-configuration/index.md): Kloudfuse ships with fully enabled Grafana alerting, which you must update if you choose to use TLS with a DNS host name. - [Supported Sources](https://docs.kloudfuse.com/platform/latest/reference/misc/supported-sources/index.md): Reference listing of every product, platform, and system that Kloudfuse can monitor, grouped by category, with the agent or method used and the telemetry types collected. - [Third-Party Licensing](https://docs.kloudfuse.com/platform/latest/reference/misc/licenses-third-party/index.md): Scale components based on custom metrics. - [Kloudfuse Security](https://docs.kloudfuse.com/platform/latest/reference/misc/security/index.md): Discover the key security features and practices of the Kloudfuse platform.