Resource Sizing Guidelines - Kong Gateway - v3.1.x

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class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/how-kong-works/health-checks/"> Health Checks and Circuit Breakers </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/how-kong-works/performance-testing/"> Kong Performance Testing </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/glossary/"> Glossary </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-2-get-started-with-kong-subtree"> <img src="/assets/images/icons/documentation/icn-learning.svg" alt=""> Get Started with Kong <button class="sidebar-tree-toggle" aria-label="toggle Get Started with Kong subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-2-get-started-with-kong-subtree" role="group" aria-label="Get Started with Kong"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/get-started/"> Get Kong </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/get-started/services-and-routes/"> Services and Routes </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/get-started/rate-limiting/"> Rate Limiting </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/get-started/proxy-caching/"> Proxy Caching </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/get-started/key-authentication/"> Key Authentication </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/get-started/load-balancing/"> Load-Balancing </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-kong-in-production-subtree"> <img src="/assets/images/icons/documentation/icn-deployment-color.svg" alt=""> Kong in Production <button class="sidebar-tree-toggle" aria-label="toggle Kong in Production subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-kong-in-production-subtree" role="group" aria-label="Kong in Production"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-1-deployment-topologies-subtree"> Deployment Topologies <button class="sidebar-tree-toggle" aria-label="toggle Deployment Topologies subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-1-deployment-topologies-subtree" role="group" aria-label="Deployment Topologies"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/deployment-topologies/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-1-2-hybrid-mode-subtree"> Hybrid Mode <button class="sidebar-tree-toggle" aria-label="toggle Hybrid Mode subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-1-2-hybrid-mode-subtree" role="group" aria-label="Hybrid Mode"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/deployment-topologies/hybrid-mode/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/deployment-topologies/hybrid-mode/setup/"> Deploy Kong Gateway in Hybrid mode </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/deployment-topologies/db-less-and-declarative-config/"> DB-less Deployment </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/deployment-topologies/traditional/"> Traditional </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-2-installation-options-subtree"> Installation Options <button class="sidebar-tree-toggle" aria-label="toggle Installation Options subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-2-installation-options-subtree" role="group" aria-label="Installation Options"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-2-2-kubernetes-subtree"> Kubernetes <button class="sidebar-tree-toggle" aria-label="toggle Kubernetes subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-2-2-kubernetes-subtree" role="group" aria-label="Kubernetes"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/kubernetes/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/kubernetes/proxy/"> Install Kong Gateway </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/kubernetes/admin/"> Configure the Admin API </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/kubernetes/manager/"> Install Kong Manager </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/kubernetes/portal/"> Install Developer Portal </a> </span> </li> </ul> </li> <li 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Linux subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-2-4-linux-subtree" role="group" aria-label="Linux"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/linux/amazon-linux/"> Amazon Linux </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/linux/debian/"> Debian </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/linux/rhel/"> Red Hat </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/linux/ubuntu/"> Ubuntu </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-2-5-post-installation-subtree"> Post-installation <button class="sidebar-tree-toggle" aria-label="toggle Post-installation subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-2-5-post-installation-subtree" role="group" aria-label="Post-installation"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/post-install/set-up-data-store/"> Set up a data store </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/post-install/enterprise-license/"> Apply Enterprise license </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/install/post-install/kong-manager/"> Enable Kong Manager (Enterprise) </a> </span> </li> </ul> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-3-running-kong-subtree"> Running Kong <button class="sidebar-tree-toggle" aria-label="toggle Running Kong subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-3-running-kong-subtree" role="group" aria-label="Running Kong"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/running-kong/kong-user/"> Running Kong as a non-root user </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/running-kong/secure-admin-api/"> Securing the Admin API </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/running-kong/systemd/"> Using systemd </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-4-access-control-subtree"> Access Control <button class="sidebar-tree-toggle" aria-label="toggle Access Control subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-4-access-control-subtree" role="group" aria-label="Access Control"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/access-control/start-securely/"> Start Kong Gateway Securely </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/access-control/register-admin-api/"> Programmatically Creating Admins </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/access-control/enable-rbac/"> Enabling RBAC </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-5-licenses-subtree"> Licenses <button class="sidebar-tree-toggle" aria-label="toggle Licenses subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-5-licenses-subtree" role="group" aria-label="Licenses"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/licenses/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/licenses/download/"> Download your License </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/licenses/deploy/"> Deploy Enterprise License </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/licenses/examples/"> Using the License API </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/licenses/report/"> Monitor Licenses Usage </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-6-networking-subtree"> Networking <button class="sidebar-tree-toggle" aria-label="toggle Networking subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-6-networking-subtree" role="group" aria-label="Networking"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/networking/default-ports/"> Default Ports </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/networking/dns-considerations/"> DNS Considerations </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/networking/firewall/"> Network and Firewall </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/networking/cp-dp-proxy/"> CP/DP Communication through a Forward Proxy </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/kong-conf/"> Kong Configuration File </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/environment-variables/"> Environment Variables </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/website-api-serving/"> Serving a Website and APIs from Kong </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-10-monitoring-subtree"> Monitoring <button class="sidebar-tree-toggle" aria-label="toggle Monitoring subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-10-monitoring-subtree" role="group" aria-label="Monitoring"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/monitoring/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/monitoring/prometheus/"> Prometheus </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/monitoring/statsd/"> StatsD </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/monitoring/datadog/"> Datadog </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-11-tracing-subtree"> Tracing <button class="sidebar-tree-toggle" aria-label="toggle Tracing subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-11-tracing-subtree" role="group" aria-label="Tracing"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/tracing/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/tracing/write-custom-trace-exporter/"> Writing a Custom Trace Exporter </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/tracing/api/"> Tracing API Reference </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/sizing-guidelines/"> Resource Sizing Guidelines </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/security-update-process/"> Security Update Process </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/blue-green/"> Blue-Green Deployments </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/canary/"> Canary Deployments </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/clustering/"> Clustering Reference </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-17-logging-subtree"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/logging/"> Logging </a> <button class="sidebar-tree-toggle" aria-label="toggle Logging subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-17-logging-subtree" role="group" aria-label="Logging"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/logging/log-reference/"> Log Reference </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/logging/update-log-level-dynamically/"> Dynamic log level updates </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/logging/customize-gateway-logs/"> Customize Gateway Logs </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/configuring-a-grpc-service/"> Configure a gRPC service </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/key-concepts/routes/expressions/"> Use the Expressions Router </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-20-upgrade-and-migration-subtree"> Upgrade and Migration <button class="sidebar-tree-toggle" aria-label="toggle Upgrade and Migration subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-20-upgrade-and-migration-subtree" role="group" aria-label="Upgrade and Migration"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/upgrade/"> Upgrading Kong Gateway 3.x.x </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/upgrade/backup-and-restore/"> Backup and Restore </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-3-20-3-upgrade-strategies-subtree"> Upgrade Strategies <button class="sidebar-tree-toggle" aria-label="toggle Upgrade Strategies subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-3-20-3-upgrade-strategies-subtree" role="group" aria-label="Upgrade Strategies"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/upgrade/dual-cluster/"> Dual-Cluster Upgrade </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/upgrade/in-place/"> In-Place Upgrade </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/upgrade/blue-green/"> Blue-Green Upgrade </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/upgrade/rolling-upgrade/"> Rolling Upgrade </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/upgrade/lts-upgrade/"> Upgrade from 2.8 LTS to 3.4 LTS </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/migrate-ce-to-ke/"> Migrate from OSS to Enterprise </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/migrate-cassandra-to-postgres/"> Migration Guidelines Cassandra to PostgreSQL </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/production/breaking-changes/"> Breaking Changes </a> </span> </li> </ul> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-kong-gateway-enterprise-subtree"> <img src="/assets/images/icons/documentation/icn-enterprise-blue.svg" alt=""> Kong Gateway Enterprise <button class="sidebar-tree-toggle" aria-label="toggle Kong Gateway Enterprise subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-kong-gateway-enterprise-subtree" role="group" aria-label="Kong Gateway Enterprise"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-2-kong-vitals-subtree"> Kong Vitals <button class="sidebar-tree-toggle" aria-label="toggle Kong Vitals subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-2-kong-vitals-subtree" role="group" aria-label="Kong Vitals"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/analytics/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/analytics/metrics/"> Metrics </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/analytics/influx-strategy/"> Analytics with InfluxDB </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/analytics/prometheus-strategy/"> Analytics with Prometheus </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/analytics/estimates/"> Estimate Analytics Storage in PostgreSQL </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-3-secrets-management-subtree"> Secrets Management <button class="sidebar-tree-toggle" aria-label="toggle Secrets Management subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-3-secrets-management-subtree" role="group" aria-label="Secrets Management"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/getting-started/"> Getting Started </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/advanced-usage/"> Advanced Usage </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-3-4-backends-subtree"> Backends <button class="sidebar-tree-toggle" aria-label="toggle Backends subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-3-4-backends-subtree" role="group" aria-label="Backends"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/backends/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/backends/env/"> Environment Variables </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/backends/aws-sm/"> AWS Secrets Manager </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/backends/gcp-sm/"> Google Cloud Secret Manager </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/backends/hashicorp-vault/"> HashiCorp Vault </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-3-5-how-to-subtree"> How-To <button class="sidebar-tree-toggle" aria-label="toggle How-To subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-3-5-how-to-subtree" role="group" aria-label="How-To"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/how-to/aws-secrets-manager/"> Securing the Database with AWS Secrets Manager </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/secrets-management/reference-format/"> Reference Format </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-4-dynamic-plugin-ordering-subtree"> Dynamic Plugin Ordering <button class="sidebar-tree-toggle" aria-label="toggle Dynamic Plugin Ordering subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-4-dynamic-plugin-ordering-subtree" role="group" aria-label="Dynamic Plugin Ordering"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/plugin-ordering/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/plugin-ordering/get-started/"> Get Started with Dynamic Plugin Ordering </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-5-dev-portal-subtree"> Dev Portal <button class="sidebar-tree-toggle" aria-label="toggle Dev Portal subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-5-dev-portal-subtree" role="group" aria-label="Dev Portal"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/enable/"> Enable the Dev Portal </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/publish-spec/"> Publish an OpenAPI Spec </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/structure-and-file-types/"> Structure and File Types </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/themes/"> Themes Files </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/working-with-templates/"> Working with Templates </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/using-the-editor/"> Using the Editor </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-5-8-authentication-and-authorization-subtree"> Authentication and Authorization <button class="sidebar-tree-toggle" aria-label="toggle Authentication and Authorization subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-5-8-authentication-and-authorization-subtree" role="group" aria-label="Authentication and Authorization"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/basic-auth/"> Basic Auth </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/key-auth/"> Key Auth </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/oidc/"> OIDC </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/sessions/"> Sessions </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/adding-registration-fields/"> Adding Custom Registration Fields </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/managing-developers/"> Manage Developers </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/developer-permissions/"> Developer Roles and Content Permissions </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-5-9-application-registration-subtree"> Application Registration <button class="sidebar-tree-toggle" aria-label="toggle Application Registration subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-5-9-application-registration-subtree" role="group" aria-label="Application Registration"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/applications/auth-provider-strategy/"> Authorization Provider Strategy </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/applications/enable-application-registration/"> Enable Application Registration </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/applications/enable-key-auth-plugin/"> Enable Key Authentication for Application Registration </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-5-9-4-enable-external-authentication-subtree"> Enable External Authentication <button class="sidebar-tree-toggle" aria-label="toggle Enable External Authentication subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-5-9-4-enable-external-authentication-subtree" role="group" aria-label="Enable External Authentication"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/3rd-party-oauth/"> External OAuth2 Support </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/okta-config/"> Set up Okta and Kong for External Oauth </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/authentication/azure-oidc-config/"> Set up Azure AD and Kong for External Authentication </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/applications/managing-applications/"> Manage Applications </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-4-5-10-customize-dev-portal-subtree"> Customize Dev Portal <button class="sidebar-tree-toggle" aria-label="toggle Customize Dev Portal subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-4-5-10-customize-dev-portal-subtree" role="group" aria-label="Customize Dev Portal"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/customize/theme-editing/"> Theme Editing </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/customize/migrating-templates/"> Migrating Templates Between Workspaces </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/customize/markdown-extended/"> Markdown Rendering Module </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/customize/emails/"> Customizing Portal Emails </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/customize/adding-javascript-assets/"> Adding and Using JavaScript Assets </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/customize/single-page-app/"> Single Page App in Dev Portal </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/customize/alternate-openapi-renderer/"> Alternate OpenAPI Renderer </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/smtp/"> SMTP </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/workspaces/"> Workspaces </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/dev-portal/cli/"> Helpers CLI </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/dev-portal/api/v1/"> Portal API Documentation </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/audit-log/"> Audit Logging </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/db-encryption/"> Keyring and Data Encryption </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/workspaces/"> Workspaces </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/consumer-groups/"> Consumer Groups </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/event-hooks/"> Event Hooks </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-enterprise/fips-support/"> FIPS 140-2 </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-5-kong-manager-subtree"> <img src="/assets/images/icons/documentation/icn-manager-color.svg" alt=""> Kong Manager <button class="sidebar-tree-toggle" aria-label="toggle Kong Manager subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-5-kong-manager-subtree" role="group" aria-label="Kong Manager"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/enable/"> Enable Kong Manager </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-5-3-get-started-with-kong-manager-subtree"> Get Started with Kong Manager <button class="sidebar-tree-toggle" aria-label="toggle Get Started with Kong Manager subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-5-3-get-started-with-kong-manager-subtree" role="group" aria-label="Get Started with Kong Manager"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/get-started/services-and-routes/"> Services and Routes </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/get-started/rate-limiting/"> Rate Limiting </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/get-started/proxy-caching/"> Proxy Caching </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/get-started/consumers/"> Authentication with Consumers </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/get-started/load-balancing/"> Load Balancing </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-5-4-authentication-and-authorization-subtree"> Authentication and Authorization <button class="sidebar-tree-toggle" aria-label="toggle Authentication and Authorization subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-5-4-authentication-and-authorization-subtree" role="group" aria-label="Authentication and Authorization"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/super-admin/"> Create a Super Admin </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/workspaces-and-teams/"> Workspaces and Teams </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/reset-password/"> Reset Passwords and RBAC Tokens </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/basic/"> Basic Auth </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-5-4-6-ldap-subtree"> LDAP <button class="sidebar-tree-toggle" aria-label="toggle LDAP subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-5-4-6-ldap-subtree" role="group" aria-label="LDAP"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/ldap/configure/"> Configure LDAP </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/ldap/service-directory-mapping/"> LDAP Service Directory Mapping </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-5-4-7-oidc-subtree"> OIDC <button class="sidebar-tree-toggle" aria-label="toggle OIDC subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-5-4-7-oidc-subtree" role="group" aria-label="OIDC"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/oidc/configure/"> Configure OIDC </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/oidc/mapping/"> OIDC Authenticated Group Mapping </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/sessions/"> Sessions </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-5-4-9-rbac-subtree"> RBAC <button class="sidebar-tree-toggle" aria-label="toggle RBAC subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-5-4-9-rbac-subtree" role="group" aria-label="RBAC"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/rbac/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/rbac/enable/"> Enable RBAC </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/rbac/add-role/"> Add a Role and Permissions </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/rbac/add-user/"> Create a User </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/auth/rbac/add-admin/"> Create an Admin </a> </span> </li> </ul> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/networking/"> Networking Configuration </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/workspaces/"> Workspaces </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/consumer-groups/"> Create Consumer Groups </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-manager/configuring-to-send-email/"> Sending Email </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-6-develop-custom-plugins-subtree"> <img src="/assets/images/icons/documentation/icn-dev-portal-color.svg" alt=""> Develop Custom Plugins <button class="sidebar-tree-toggle" aria-label="toggle Develop Custom Plugins subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-6-develop-custom-plugins-subtree" role="group" aria-label="Develop Custom Plugins"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/file-structure/"> File Structure </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/custom-logic/"> Implementing Custom Logic </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/configuration/"> Plugin Configuration </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/access-the-datastore/"> Accessing the Data Store </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/custom-entities/"> Storing Custom Entities </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/entities-cache/"> Caching Custom Entities </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/admin-api/"> Extending the Admin API </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/tests/"> Writing Tests </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/distribution/"> (un)Installing your Plugin </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-6-11-plugin-development-kit-subtree"> Plugin Development Kit <button class="sidebar-tree-toggle" aria-label="toggle Plugin Development Kit subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-6-11-plugin-development-kit-subtree" role="group" aria-label="Plugin Development Kit"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.client/"> kong.client </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.client.tls/"> kong.client.tls </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.cluster/"> kong.cluster </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.ctx/"> kong.ctx </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.ip/"> kong.ip </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.jwe/"> kong.jwe </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.log/"> kong.log </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.nginx/"> kong.nginx </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.node/"> kong.node </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.request/"> kong.request </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.response/"> kong.response </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.router/"> kong.router </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.service/"> kong.service </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.service.request/"> kong.service.request </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.service.response/"> kong.service.response </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.table/"> kong.table </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.tracing/"> kong.tracing </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.vault/"> kong.vault </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.websocket.client/"> kong.websocket.client </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pdk/kong.websocket.upstream/"> kong.websocket.upstream </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-6-12-plugins-in-other-languages-subtree"> Plugins in Other Languages <button class="sidebar-tree-toggle" aria-label="toggle Plugins in Other Languages subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-6-12-plugins-in-other-languages-subtree" role="group" aria-label="Plugins in Other Languages"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pluginserver/go/"> Go </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pluginserver/javascript/"> Javascript </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pluginserver/python/"> Python </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pluginserver/plugins-kubernetes/"> Running Plugins in Containers </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/plugin-development/pluginserver/performance/"> External Plugin Performance </a> </span> </li> </ul> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-7-kong-plugins-subtree"> <img src="/assets/images/icons/documentation/icn-api-plugins-color.svg" alt=""> Kong Plugins <button class="sidebar-tree-toggle" aria-label="toggle Kong Plugins subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-7-kong-plugins-subtree" role="group" aria-label="Kong Plugins"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-plugins/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-plugins/authentication/reference/"> Authentication Reference </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/kong-plugins/authentication/allowing-multiple-authentication-methods/"> Allow Multiple Authentication Plugins </a> </span> </li> </ul> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label" aria-expanded="false" aria-owns="id-8-admin-api-subtree"> <img src="/assets/images/icons/documentation/icn-admin-api-color.svg" alt=""> Admin API <button class="sidebar-tree-toggle" aria-label="toggle Admin API subtree" tabindex="-1"> <i class="fa fa-chevron-down"></i> </button> </span> <ul class="items" id="id-8-admin-api-subtree" role="group" aria-label="Admin API"> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/"> Overview </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#information-routes"> Information Routes </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#health-routes"> Health Routes </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#tags"> Tags </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#debug-routes"> Debug Routes </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#service-object"> Services </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#route-object"> Routes </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#consumer-object"> Consumers </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#plugin-object"> Plugins </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#certificate-object"> Certificates </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#ca-certificate-object"> CA Certificates </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#sni-object"> SNIs </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#upstream-object"> Upstreams </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" tabindex="-1" href="/gateway/3.1.x/admin-api/#target-object"> Targets </a> </span> </li> <li class="sidebar-item" role="none"> <span role="treeitem" class="sidebar-label"> <a class="sidebar-link" 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this page"><a href="#">On this page</a> </div> <ul> <li> <a href="#general-resource-guidelines" class="active scroll-to">General resource guidelines</a> <ul> <li><a href="#kong-gateway-resources" class="scroll-to">Kong Gateway resources</a></li> <li><a href="#database-resources" class="scroll-to">Database resources</a></li> <li><a href="#cluster-resource-allocations" class="scroll-to">Cluster resource allocations</a></li> <li><a href="#in-memory-caching" class="scroll-to">In-memory caching</a></li> </ul> </li> <li><a href="#scaling-dimensions" class="scroll-to">Scaling dimensions</a></li> <li><a href="#performance-characteristics" class="scroll-to">Performance characteristics</a></li> </ul> </aside> <div class="page-content-container page-content-container-doc v2 " id="documentation"> <div class="toggles "> <i class="far fa-list-alt toc-sidebar-toggle"></i> </div> <div class="page-content"> <div class="content show-anchor-links"> <blockquote id="version-notice" class="important"> You are browsing documentation for an older version. See the <a href="/gateway/latest/production/sizing-guidelines/">latest documentation here</a>. </blockquote> <h1 tabindex="-1" id="main" class="page-content-title">Resource Sizing Guidelines </h1> <p>This document discusses the performance characteristics of Kong Gateway, and offers recommendations on sizing for resource allocation based on expected Kong Gateway configuration and traffic patterns.</p> <p>These recommendations are a baseline guide only.</p> <p>Specific tuning or benchmarking efforts should be undertaken for performance-critical environments.</p> <h2 id="general-resource-guidelines">General resource guidelines</h2> <h3 id="kong-gateway-resources">Kong Gateway resources</h3> <p>Kong Gateway is designed to operate in a variety of deployment environments. It has no minimum system requirements to operate.</p> <p>Resource requirements vary substantially based on configuration. The following high-level matrices offer a guideline for determining system requirements based on overall configuration and performance requirements.</p> <p>Consider the following simplified examples, where latency and throughput requirements are considered on a per-node basis. This table has rough usage requirement estimates:</p> <table> <thead> <tr> <th>Size</th> <th>Number of Configured Entities</th> <th>Latency Requirements</th> <th>Throughput Requirements</th> <th>Usage Pattern</th> </tr> </thead> <tbody> <tr> <td>Development</td> <td>< 100</td> <td>< 100 ms</td> <td>< 500 RPS</td> <td>Dev/test environments; latency-insensitive gateways</td> </tr> <tr> <td>Small</td> <td>< 1000</td> <td>< 20 ms</td> <td>< 2500 RPS</td> <td>Production clusters; greenfield traffic deployments</td> </tr> <tr> <td>Medium</td> <td>< 10000</td> <td>< 10 ms</td> <td>< 10000 RPS</td> <td>Mission-critical clusters; legacy & greenfield traffic; central enterprise-grade gateways</td> </tr> <tr> <td>Large</td> <td>< 50000+</td> <td>< 10 ms</td> <td>< 10000 RPS</td> <td>Mission-critical clusters; legacy & greenfield traffic; central enterprise-grade gateways</td> </tr> </tbody> </table> <h3 id="database-resources">Database resources</h3> <p>We do not provide any hard numbers for database sizing (DB sizing), as it depends on your particular setup. Sizing varies based on:</p> <ul> <li>Traffic</li> <li>Number of nodes</li> <li>Enabled features: for example, if rate limiting uses a database or Redis</li> <li>Number and rate of change of configured entities</li> <li>The rate at which Kong Gateway processes are started and restarted within the cluster</li> <li>The size of Kong Gateway’s <a href="#in-memory-caching">in-memory cache</a> </li> </ul> <p>Kong Gateway intentionally relies on the database as little as possible. To access configuration, Kong Gateway executes a spiky access pattern to its backing database. This means that Kong Gateway only reads configuration from the database when a node first starts, or configuration for a given entity changes.</p> <p>Everything in the database is meant to be read infrequently and held in memory as long as possible. Therefore, database resource requirements are lower than those of compute environments running Kong Gateway.</p> <p>Query patterns are typically simple and follow schema indexes. Provision sufficient database resources in order to handle spiky query patterns.</p> <p>There are <a href="/gateway/3.1.x/reference/configuration/#datastore-section/">settings</a> that you can adjust to keep database access minimal (also see <a href="#in-memory-caching">in-memory caching</a>), or <a href="https://support.konghq.com/support/s/article/Keeping-Kong-Functional-During-DB-Down-Times" target="_blank" rel="noopener nofollow noreferrer ">keep Kong Gateway operational</a> if the DB is down for maintenance. If you choose to keep the database operational during downtime, vitals data is not written to the database during this time.</p> <h3 id="cluster-resource-allocations">Cluster resource allocations</h3> <p>Based on the expected size and demand of the cluster, we recommend the following resource allocations as a starting point:</p> <table> <thead> <tr> <th>Size</th> <th>CPU</th> <th>RAM</th> <th>Typical Cloud Instance Sizes</th> </tr> </thead> <tbody> <tr> <td>Development</td> <td>1-2 cores</td> <td>2-4 GB</td> <td> <strong>AWS</strong>: t3.medium<br><strong>GCP</strong>: n1-standard-1<br><strong>Azure</strong>: Standard A1 v2</td> </tr> <tr> <td>Small</td> <td>1-2 cores</td> <td>2-4 GB</td> <td> <strong>AWS</strong>: t3.medium<br><strong>GCP</strong>: n1-standard-1<br><strong>Azure</strong>: Standard A1 v2</td> </tr> <tr> <td>Medium</td> <td>2-4 cores</td> <td>4-8 GB</td> <td> <strong>AWS</strong>: m5.large<br><strong>GCP</strong>: n1-standard-4<br><strong>Azure</strong>: Standard A1 v4</td> </tr> <tr> <td>Large</td> <td>8-16 cores</td> <td>16-32 GB</td> <td> <strong>AWS</strong>: c5.xlarge<br><strong>GCP</strong>: n1-highcpu-16<br><strong>Azure</strong>: F8s v2</td> </tr> </tbody> </table> <p>We strongly discourage the use of throttled cloud instance types (such as the AWS <code class="language-plaintext highlighter-rouge">t2</code> or <code class="language-plaintext highlighter-rouge">t3</code> series of machines) in large clusters, as CPU throttling would be detrimental to Kong Gateway’s performance. We also recommend testing and verifying the bandwidth availability for a given instance class. Bandwidth requirements for Kong Gateway depend on the shape and volume of traffic flowing through the cluster.</p> <h3 id="in-memory-caching">In-memory caching</h3> <p>We recommend defining the <code class="language-plaintext highlighter-rouge">mem_cache_size</code> configuration as large as possible, while still providing adequate resources to the operating system and any other processes running adjacent to Kong Gateway. This configuration allows Kong Gateway to take maximum advantage of the in-memory cache, and reduce the number of trips to the database.</p> <p>Each Kong Gateway worker process maintains its own memory allocations, and must be accounted for when provisioning memory. By default, one worker process runs per number of available CPU cores. We recommend allowing for around <strong>500MB</strong> of memory allocated per worker process.</p> <p>For example, on a machine with 4 CPU cores and 8 GB of RAM available, we recommend allocating between 4-6 GB to cache via the <code class="language-plaintext highlighter-rouge">mem_cache_size</code> directive, depending on what other processes are running alongside Kong Gateway.</p> <h2 id="scaling-dimensions">Scaling dimensions</h2> <p>Kong Gateway is designed to handle large volumes of request traffic and proxying requests with minimal latency. Understanding how various configuration scenarios impacts request traffic, and the Kong Gateway cluster itself, is a crucial step in successfully deploying Kong Gateway.</p> <p>Kong Gateway measures performance in the following dimensions:</p> <ul> <li> <strong>Latency</strong> refers to the delay between the downstream client sending a request and receiving a response. Kong Gateway measures latency introduced into the request in terms of microseconds or milliseconds. Increasing the number of Routes and Plugins in a Kong Gateway cluster increases the amount of latency that’s added to each request.</li> <li> <strong>Throughput</strong> refers to the number of requests that Kong Gateway can process in a given time span, typically measured in seconds or minutes.</li> </ul> <p>These dimensions have an inversely proportional relationship when all other factors remain the same: decreasing the latency introduced into each request allows the maximum throughput in Kong Gateway to increase, as there is less CPU time spent handling each request, and more CPU available for processing traffic as a whole. Kong Gateway is designed to scale horizontally to be able to add more overall compute power for configurations that add substantial latency into requests, while needing to meet specific throughput requirements.</p> <p>Kong Gateway’s maximum throughput is a CPU-bound dimension, and minimum latency is memory-bound.</p> <ul> <li> <strong>Latency-sensitive workload</strong>: making more memory available for database caching is more beneficial than adding more compute power to the cluster.</li> <li> <strong>Throughput-sensitive workload</strong>: these workloads are dependant on both adequate memory and CPU resources, but adding more compute power by scaling Kong Gateway vertically or horizontally is the better choice, as it provides near-unlimited throughput capacity. In this scenario, adding more cache memory would not increase maximum throughput by much.</li> </ul> <p>Performance benchmarking and optimization as a whole is a complex exercise that must account for a variety of factors, including those external to Kong Gateway, such as the behavior of upstream services, or the health of the underlying hardware on which Kong Gateway is running.</p> <h2 id="performance-characteristics">Performance characteristics</h2> <p>There are a number of factors that impact Kong Gateway’s performance, including:</p> <ul> <li> <p><strong>Number of configured Routes and Services</strong>: Increasing the count of Routes and Services on the cluster requires more CPU to evaluate the request. However, Kong Gateway’s request router can handle running at large scale. We’ve seen clusters of Kong Gateway nodes serving tens of thousands of Routes with minimal impact to latency as a result of request route evaluation.</p> </li> <li> <p><strong>Number of configured Consumers and Credentials</strong>: Consumer and credential data is stored in Kong Gateway’s datastore. Kong Gateway caches this data in memory to reduce database load and latency during request processing. Increasing the count of Consumers and Credentials requires more memory available for Kong Gateway to hold data in cache. If there is not enough memory available to cache all requested database entities, request latency increases as Kong Gateway needs to query the database more frequently to satisfy requests.</p> </li> <li> <p><strong>Number of configured Plugins</strong>: Increasing the count of Plugins on the cluster requires more CPU to iterate through plugins during request processing. Executing plugins comes with a varying cost depending on the nature of the plugin. For example, a lightweight authentication plugin like <code class="language-plaintext highlighter-rouge">key-auth</code> requires less resource availability than a plugin that performs complex transformations of an HTTP request or response.</p> </li> <li> <p><strong>Cardinality of configured Plugins</strong>: <em>Cardinality</em> is the number of distinct plugin types that are configured on the cluster. For example, a cluster with one each of <code class="language-plaintext highlighter-rouge">ip-restriction</code>, <code class="language-plaintext highlighter-rouge">key-auth</code>, <code class="language-plaintext highlighter-rouge">bot-detection</code>, <code class="language-plaintext highlighter-rouge">rate-limiting</code>, and <code class="language-plaintext highlighter-rouge">http-log</code> plugins has a higher plugin cardinality than a cluster with one thousand <code class="language-plaintext highlighter-rouge">rate-limiting</code> plugins applied at the route level. With each additional plugin type added to the cluster, Kong Gateway spends more time evaluating whether to execute a given plugin for a given request. Increasing the cardinality of configured plugins requires more CPU power, as the process to evaluate plugins is a CPU-constrained task.</p> </li> <li> <p><strong>Request and response size</strong>: Requests with large HTTP bodies, either in the request or response, take longer to process, as Kong Gateway must buffer the request to disk before proxying it. This allows Kong Gateway to handle a large volume of traffic without running out of memory, but the nature of buffered requests can result in increased latency.</p> </li> <li> <p><strong>Number of configured Workspaces</strong>: Increasing the count of Workspaces on the cluster requires more CPU to evaluate each request, and more memory available for the cache to hold Workspace configuration and metadata. The impact of increasing the number of Workspaces on the cluster is also affected by the cardinality of configured plugins on the cluster. There is an exponential impact on request throughput capacity within the cluster as the cardinality of plugins <em>and</em> the number of Workspaces increases.</p> </li> </ul> </div> </div> </div> <div id="scroll-to-top-button"> <i class="fas fa-chevron-up"></i> </div> <div class="feedback-widget-container"> <input id="feedback-widget-checkbox" type="checkbox"> <label for="feedback-widget-checkbox"> <img src="/assets/images/icons/feedback-widget.svg" alt="Feedback widget"> </label> <div class="feedback-container"> <div class="feedback-thankyou"> Thank you for your feedback. </div> <div class="feedback-comment"> <textarea id="feedback-comment-text" rows="3" placeholder="Please let us know what we can improve on this page..."></textarea> <div class="feedback-comment-buttons"> <button id="feedback-comment-button-back">Back</button> <button id="feedback-comment-button-submit" class="button-primary">Submit</button> </div> </div> <div class="feedback-options"> <div 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