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<button id=search-close title="Cancel search" type=reset aria-label="Cancel search"><svg class="icon cancel-x"><use xlink:href="/v1.9/img/icons.svg#cancel-x"/></svg></button></form></nav></header><div class=banner-container></div><main class=primary><div id=sidebar-container class="sidebar-container sidebar-offcanvas"><nav id=sidebar aria-label="Section Navigation"><div class=directory><div class=card><button class="header dynamic" id=card0 title="Blog posts for 2021." aria-controls=card0-body><svg class="icon blog"><use xlink:href="/v1.9/img/icons.svg#blog"/></svg>2021 Posts</button><div class=body aria-labelledby=card0 role=region id=card0-body><ul role=tree aria-expanded=true class=leaf-section aria-labelledby=card0><li role=none><a role=treeitem title="The Product Security working group announces Patch Tuesdays, how 0-days and embargoes are handled, updates to the security best practices page and the notification of the early disclosure list (May 11, 2021)" href=/v1.9/blog/2021/patch-tuesdays/>Updates to how Istio security releases are handled: Patch Tuesday, embargoes, and 0-days</a></li><li role=none><a role=treeitem title="Learn how to use discovery selectors and how they intersect with Sidecar resources (April 30, 2021)" href=/v1.9/blog/2021/discovery-selectors/>Use discovery selectors to configure namespaces for your Istio service mesh</a></li><li role=none><a role=treeitem title="Understanding the upcoming changes to Istio networking, how they may impact your cluster, and what action to take (April 15, 2021)" href=/v1.9/blog/2021/upcoming-networking-changes/>Upcoming networking changes in Istio 1.10</a></li><li role=none><a role=treeitem title="An update on Envoy and Istio's WebAssembly-based extensibility effort (March 5, 2021)" href=/v1.9/blog/2021/wasm-progress/>Istio and Envoy WebAssembly Extensibility, One Year On</a></li><li role=none><a role=treeitem title="A tutorial to help customers migrate from the deprecated v1alpha1 security policy to the supported v1beta1 version (March 3, 2021)" href=/v1.9/blog/2021/migrate-alpha-policy/>Migrate pre-Istio 1.4 Alpha security policy to the current APIs</a></li><li role=none><a role=treeitem title="Understanding the benefits Istio brings, even when no configuration is used (February 25, 2021)" href=/v1.9/blog/2021/zero-config-istio/>Zero Configuration Istio</a></li><li role=none><a role=treeitem title="Learn about sessions, panels, workshops and more on the IstioCon website (February 16, 2021)" href=/v1.9/blog/2021/istiocon-2021-program/>IstioCon 2021: Schedule Is Live!</a></li><li role=none><a role=treeitem title="AuthorizationPolicy now supports CUSTOM action to delegate the authorization to external system (February 9, 2021)" href=/v1.9/blog/2021/better-external-authz/>Better External Authorization</a></li></ul></div></div><div class=card><button class="header dynamic" id=card1 title="Blog posts for 2020." aria-controls=card1-body><svg class="icon blog"><use xlink:href="/v1.9/img/icons.svg#blog"/></svg>2020 Posts</button><div class=body aria-labelledby=card1 role=region id=card1-body><ul role=tree aria-expanded=true class=leaf-section aria-labelledby=card1><li role=none><a role=treeitem title="Deploy multiple Istio egress gateways independently to have fine-grained control of egress communication from the mesh (December 16, 2020)" href=/v1.9/blog/2020/proxying-legacy-services-using-egress-gateways/>Proxying legacy services using Istio egress gateways</a></li><li role=none><a role=treeitem title="How to enable proxy protocol on AWS NLB and Istio ingress gateway (December 11, 2020)" href=/v1.9/blog/2020/show-source-ip/>Proxy protocol on AWS NLB and Istio ingress gateway</a></li><li role=none><a role=treeitem title="The inaugural conference for Istio will take place at the end of February (December 8, 2020)" href=/v1.9/blog/2020/istiocon-2021/>Join us for the first IstioCon in 2021!</a></li><li role=none><a role=treeitem title="How to ensure your clusters are not impacted by Docker Hub rate limiting (December 7, 2020)" href=/v1.9/blog/2020/docker-rate-limit/>Handling Docker Hub rate limiting</a></li><li role=none><a role=treeitem title="Workload Local DNS resolution to simplify VM integration, multicluster, and more (November 12, 2020)" href=/v1.9/blog/2020/dns-proxy/>Expanding into New Frontiers - Smart DNS Proxying in Istio</a></li><li role=none><a role=treeitem title="Announcing the four newest Istio Steering Committee members (September 29, 2020)" href=/v1.9/blog/2020/steering-election-results/>2020 Steering Committee Election Results</a></li><li role=none><a role=treeitem title="The effect of security policies on latency of requests (September 15, 2020)" href=/v1.9/blog/2020/large-scale-security-policy-performance-tests/>Large Scale Security Policy Performance Tests</a></li><li role=none><a role=treeitem title="A new deployment model for Istio (August 27, 2020)" href=/v1.9/blog/2020/new-deployment-model/>Deploying Istio Control Planes Outside the Mesh</a></li><li role=none><a role=treeitem title="The Istio Steering Committee is now in part proportionally allocated to companies based on contribution, and in part elected by community members (August 24, 2020)" href=/v1.9/blog/2020/steering-changes/>Introducing the new Istio steering committee</a></li><li role=none><a role=treeitem title="An alternative sidecar proxy for Istio (July 28, 2020)" href=/v1.9/blog/2020/mosn-proxy/>Using MOSN with Istio: an alternative data plane</a></li><li role=none><a role=treeitem title="An update on trademarks and project governance (July 8, 2020)" href=/v1.9/blog/2020/open-usage/>Open and neutral: transferring our trademarks to the Open Usage Commons</a></li><li role=none><a role=treeitem title="A new way to manage installation of telemetry addons (June 4, 2020)" href=/v1.9/blog/2020/addon-rework/>Reworking our Addon Integrations</a></li><li role=none><a role=treeitem title="Describing the new functionality of Workload Entries (May 21, 2020)" href=/v1.9/blog/2020/workload-entry/>Introducing Workload Entries</a></li><li role=none><a role=treeitem title="Simplifying Istio upgrades by offering safe canary deployments of the control plane (May 19, 2020)" href=/v1.9/blog/2020/multiple-control-planes/>Safely Upgrade Istio using a Canary Control Plane Deployment</a></li><li role=none><a role=treeitem title="Configure the IBM Cloud Kubernetes Service Application Load Balancer to direct traffic to the Istio Ingress gateway with mutual TLS (May 15, 2020)" href=/v1.9/blog/2020/alb-ingress-gateway-iks/>Direct encrypted traffic from IBM Cloud Kubernetes Service Ingress to Istio Ingress Gateway</a></li><li role=none><a role=treeitem title="Community partner tooling of Wasm for Istio by Solo.io (March 25, 2020)" href=/v1.9/blog/2020/wasmhub-istio/>Extended and Improved WebAssemblyHub to Bring the Power of WebAssembly to Envoy and Istio</a></li><li role=none><a role=treeitem title="A mechanism to acquire and share an application certificate and key through mounted files (March 25, 2020)" href=/v1.9/blog/2020/proxy-cert/>Provision a certificate and key for an application without sidecars</a></li><li role=none><a role=treeitem title="Istiod consolidates the Istio control plane components into a single binary (March 19, 2020)" href=/v1.9/blog/2020/istiod/>Introducing istiod: simplifying the control plane</a></li><li role=none><a role=treeitem title="Configuring Wasm extensions for Envoy and Istio declaratively (March 16, 2020)" href=/v1.9/blog/2020/deploy-wasm-declarative/>Declarative WebAssembly deployment for Istio</a></li><li role=none><a role=treeitem title="The future of Istio extensibility using WASM (March 5, 2020)" href=/v1.9/blog/2020/wasm-announce/>Redefining extensibility in proxies - introducing WebAssembly to Envoy and Istio</a></li><li role=none><a role=treeitem title="A vision statement and roadmap for Istio in 2020 (March 3, 2020)" href=/v1.9/blog/2020/tradewinds-2020/>Istio in 2020 - Following the Trade Winds</a></li><li role=none><a role=treeitem title="A more secure way to manage secrets (February 20, 2020)" href=/v1.9/blog/2020/istio-agent/>Remove cross-pod unix domain sockets</a></li><li role=none><a role=treeitem title="Automating Istio configuration for Istio deployments (clusters) that work as a single mesh (January 5, 2020)" href=/v1.9/blog/2020/multi-cluster-mesh-automation/>Multicluster Istio configuration and service discovery using Admiral</a></li></ul></div></div><div class=card><button class="header dynamic" id=card2 title="Blog posts for 2019." aria-controls=card2-body><svg class="icon blog"><use xlink:href="/v1.9/img/icons.svg#blog"/></svg>2019 Posts</button><div class="body default" aria-labelledby=card2 role=region id=card2-body><ul role=tree aria-expanded=true class=leaf-section aria-labelledby=card2><li role=none><a role=treeitem title="Provision and manage DNS certificates in Istio (November 14, 2019)" href=/v1.9/blog/2019/dns-cert/>DNS Certificate Management</a></li><li role=none><a role=treeitem title="Analyze your Istio configuration to detect potential issues and get general insights (November 14, 2019)" href=/v1.9/blog/2019/introducing-istioctl-analyze/>Introducing istioctl analyze</a></li><li role=none><a role=treeitem title="Introduction to Istio's new operator-based installation and control plane management feature (November 14, 2019)" href=/v1.9/blog/2019/introducing-istio-operator/>Introducing the Istio Operator</a></li><li role=none><a role=treeitem title="Introduction, motivation and design principles for the Istio v1beta1 Authorization Policy (November 14, 2019)" href=/v1.9/blog/2019/v1beta1-authorization-policy/>Introducing the Istio v1beta1 Authorization Policy</a></li><li role=none><a role=treeitem title="Getting programmatic access to Istio resources (November 14, 2019)" href=/v1.9/blog/2019/announcing-istio-client-go/>Announcing Istio client-go</a></li><li role=none><a role=treeitem title="A more secure way to manage Istio webhooks (November 14, 2019)" href=/v1.9/blog/2019/webhook/>Secure Webhook Management</a></li><li role=none><a role=treeitem title="Configure Istio ingress gateway to act as a proxy for external services (October 15, 2019)" href=/v1.9/blog/2019/proxy/>Istio as a Proxy for External Services</a></li><li role=none><a role=treeitem title="Deploy environments that require isolation into separate meshes and enable inter-mesh communication by mesh federation (October 2, 2019)" href=/v1.9/blog/2019/isolated-clusters/>Multi-Mesh Deployments for Isolation and Boundary Protection</a></li><li role=none><a role=treeitem title="How can you use Istio to monitor blocked and passthrough external traffic (September 28, 2019)" href=/v1.9/blog/2019/monitoring-external-service-traffic/>Monitoring Blocked and Passthrough External Service Traffic</a></li><li role=none><a role=treeitem title="Using Istio to secure multi-cloud Kubernetes applications with zero code changes (September 18, 2019)" href=/v1.9/blog/2019/app-identity-and-access-adapter/>App Identity and Access Adapter</a></li><li role=none><span role=treeitem class=current title="Demonstrates a Mixer out-of-process adapter which implements the Knative scale-from-zero logic (September 18, 2019)">Mixer Adapter for Knative</span></li><li role=none><a role=treeitem title="Taking advantage of Kubernetes trustworthy JWTs to issue certificates for workload instances more securely (September 10, 2019)" href=/v1.9/blog/2019/trustworthy-jwt-sds/>Change in Secret Discovery Service in Istio 1.3</a></li><li role=none><a role=treeitem title="The design principles behind Istio's APIs and how those APIs are evolving (August 5, 2019)" href=/v1.9/blog/2019/evolving-istios-apis/>The Evolution of Istio's APIs</a></li><li role=none><a role=treeitem title="Comparison of alternative solutions to control egress traffic including performance considerations (July 22, 2019)" href=/v1.9/blog/2019/egress-traffic-control-in-istio-part-3/>Secure Control of Egress Traffic in Istio, part 3</a></li><li role=none><a role=treeitem title="Use Istio Egress Traffic Control to prevent attacks involving egress traffic (July 10, 2019)" href=/v1.9/blog/2019/egress-traffic-control-in-istio-part-2/>Secure Control of Egress Traffic in Istio, part 2</a></li><li role=none><a role=treeitem title="Tools and guidance for evaluating Istio's data plane performance (July 9, 2019)" href=/v1.9/blog/2019/performance-best-practices/>Best Practices: Benchmarking Service Mesh Performance</a></li><li role=none><a role=treeitem title="Learn how to extend the lifetime of Istio self-signed root certificate (June 7, 2019)" href=/v1.9/blog/2019/root-transition/>Extending Istio Self-Signed Root Certificate Lifetime</a></li><li role=none><a role=treeitem title="Attacks involving egress traffic and requirements for egress traffic control (May 22, 2019)" href=/v1.9/blog/2019/egress-traffic-control-in-istio-part-1/>Secure Control of Egress Traffic in Istio, part 1</a></li><li role=none><a role=treeitem title="An overview of Istio 1.1 performance (March 19, 2019)" href=/v1.9/blog/2019/istio1.1_perf/>Architecting Istio 1.1 for Performance</a></li><li role=none><a role=treeitem title="Configuring Istio route rules in a multicluster service mesh (February 7, 2019)" href=/v1.9/blog/2019/multicluster-version-routing/>Version Routing in a Multicluster Service Mesh</a></li><li role=none><a role=treeitem title="Announces the new Istio blog policy (February 5, 2019)" href=/v1.9/blog/2019/sail-the-blog/>Sail the Blog!</a></li><li role=none><a role=treeitem title="De-mystify how Istio manages to plugin its data-plane components into an existing deployment (January 31, 2019)" href=/v1.9/blog/2019/data-plane-setup/>Demystifying Istio's Sidecar Injection Model</a></li><li role=none><a role=treeitem title="Verifies the performance impact of adding an egress gateway (January 31, 2019)" href=/v1.9/blog/2019/egress-performance/>Egress Gateway Performance Investigation</a></li><li role=none><a role=treeitem title="Addressing application startup ordering and startup latency using AppSwitch (January 14, 2019)" href=/v1.9/blog/2019/appswitch/>Sidestepping Dependency Ordering with AppSwitch</a></li><li role=none><a role=treeitem title="Describes how to deploy a custom ingress gateway using cert-manager manually (January 10, 2019)" href=/v1.9/blog/2019/custom-ingress-gateway/>Deploy a Custom Ingress Gateway Using Cert-Manager</a></li><li role=none><a role=treeitem title="Istio has a new discussion board (January 10, 2019)" href=/v1.9/blog/2019/announcing-discuss.istio.io/>Announcing discuss.istio.io</a></li></ul></div></div><div class=card><button class="header dynamic" id=card3 title="Blog posts for 2018." aria-controls=card3-body><svg class="icon blog"><use xlink:href="/v1.9/img/icons.svg#blog"/></svg>2018 Posts</button><div class=body aria-labelledby=card3 role=region id=card3-body><ul role=tree aria-expanded=true class=leaf-section aria-labelledby=card3><li role=none><a role=treeitem title="How to use Istio for traffic management without deploying sidecar proxies (November 21, 2018)" href=/v1.9/blog/2018/incremental-traffic-management/>Incremental Istio Part 1, Traffic Management</a></li><li role=none><a role=treeitem title="Describes a simple scenario based on Istio's Bookinfo example (November 16, 2018)" href=/v1.9/blog/2018/egress-mongo/>Consuming External MongoDB Services</a></li><li role=none><a role=treeitem title="Istio hosting an all day Twitch stream to celebrate the 1.0 release (August 3, 2018)" href=/v1.9/blog/2018/istio-twitch-stream/>All Day Istio Twitch Stream</a></li><li role=none><a role=treeitem title="How HP is building its next-generation footwear personalization platform on Istio (July 31, 2018)" href=/v1.9/blog/2018/hp/>Istio a Game Changer for HP's FitStation Platform</a></li><li role=none><a role=treeitem title="Automatic application onboarding and latency optimizations using AppSwitch (July 30, 2018)" href=/v1.9/blog/2018/delayering-istio/>Delayering Istio with AppSwitch</a></li><li role=none><a role=treeitem title="Describe Istio's authorization feature and how to use it in various use cases (July 20, 2018)" href=/v1.9/blog/2018/istio-authorization/>Micro-Segmentation with Istio Authorization</a></li><li role=none><a role=treeitem title="How to export Istio Access Logs to different sinks like BigQuery, GCS, Pub/Sub through Stackdriver (July 9, 2018)" href=/v1.9/blog/2018/export-logs-through-stackdriver/>Exporting Logs to BigQuery, GCS, Pub/Sub through Stackdriver</a></li><li role=none><a role=treeitem title="Describes how to configure Istio for monitoring and access policies of HTTP egress traffic (June 22, 2018)" href=/v1.9/blog/2018/egress-monitoring-access-control/>Monitoring and Access Policies for HTTP Egress Traffic</a></li><li role=none><a role=treeitem title="Introduction, motivation and design principles for the Istio v1alpha3 routing API (April 25, 2018)" href=/v1.9/blog/2018/v1alpha3-routing/>Introducing the Istio v1alpha3 routing API</a></li><li role=none><a role=treeitem title="Describes how to configure Istio ingress with a network load balancer on AWS (April 20, 2018)" href=/v1.9/blog/2018/aws-nlb/>Configuring Istio Ingress with AWS NLB</a></li><li role=none><a role=treeitem title="Using Kubernetes namespaces and RBAC to create an Istio soft multi-tenancy environment (April 19, 2018)" href=/v1.9/blog/2018/soft-multitenancy/>Istio Soft Multi-Tenancy Support</a></li><li role=none><a role=treeitem title="An introduction to safer, lower-risk deployments and release to production (February 8, 2018)" href=/v1.9/blog/2018/traffic-mirroring/>Traffic Mirroring with Istio for Testing in Production</a></li><li role=none><a role=treeitem title="Describes a simple scenario based on Istio's Bookinfo example (February 6, 2018)" href=/v1.9/blog/2018/egress-tcp/>Consuming External TCP Services</a></li><li role=none><a role=treeitem title="Describes a simple scenario based on Istio's Bookinfo example (January 31, 2018)" href=/v1.9/blog/2018/egress-https/>Consuming External Web Services</a></li></ul></div></div><div class=card><button class="header dynamic" id=card4 title="Blog posts for 2017." aria-controls=card4-body><svg class="icon blog"><use xlink:href="/v1.9/img/icons.svg#blog"/></svg>2017 Posts</button><div class=body aria-labelledby=card4 role=region id=card4-body><ul role=tree aria-expanded=true class=leaf-section aria-labelledby=card4><li role=none><a role=treeitem title="Improving availability and reducing latency (December 7, 2017)" href=/v1.9/blog/2017/mixer-spof-myth/>Mixer and the SPOF Myth</a></li><li role=none><a role=treeitem title="Provides an overview of Mixer's plug-in architecture (November 3, 2017)" href=/v1.9/blog/2017/adapter-model/>Mixer Adapter Model</a></li><li role=none><a role=treeitem title="How Kubernetes Network Policy relates to Istio policy (August 10, 2017)" href=/v1.9/blog/2017/0.1-using-network-policy/>Using Network Policy with Istio</a></li><li role=none><a role=treeitem title="Using Istio to create autoscaled canary deployments (June 14, 2017)" href=/v1.9/blog/2017/0.1-canary/>Canary Deployments using Istio</a></li><li role=none><a role=treeitem title="Istio Authentication 0.1 announcement (May 25, 2017)" href=/v1.9/blog/2017/0.1-auth/>Using Istio to Improve End-to-End Security</a></li></ul></div></div></div></nav></div><div class=article-container><button tabindex=-1 id=sidebar-toggler title="Toggle the navigation bar"><svg class="icon pull"><use xlink:href="/v1.9/img/icons.svg#pull"/></svg></button><nav aria-label=Breadcrumb><ol><li><a href=/v1.9/ title="Connect, secure, control, and observe services.">Istio</a></li><li><a href=/v1.9/blog/ title="Posts about using Istio.">Blog</a></li><li><a href=/v1.9/blog/2019/ title="Blog posts for 2019.">2019 Posts</a></li><li>Mixer Adapter for Knative</li></ol></nav><article aria-labelledby=title><div class=title-area><div style=width:100%><h1 id=title>Mixer Adapter for Knative</h1><p class=subtitle>Demonstrates a Mixer out-of-process adapter which implements the Knative scale-from-zero logic</p><p class=byline><span>By</span>
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<span class=attribution>Idan Zach (IBM)</span><span> | </span><span><svg class="icon calendar"><use xlink:href="/v1.9/img/icons.svg#calendar"/></svg><span> </span>September 18, 2019</span><span> | </span><span title="596 words"><svg class="icon clock"><use xlink:href="/v1.9/img/icons.svg#clock"/></svg><span> </span>3 minute read</span>
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<span> </span>
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<span></span></p></div></div><nav class=toc-inlined aria-label="Table of Contents"><div><hr><ol><li role=none aria-label="Knative serving"><a href=#knative-serving>Knative serving</a><li role=none aria-label="Mixer adapter"><a href=#mixer-adapter>Mixer adapter</a><li role=none aria-label=Summary><a href=#summary>Summary</a><li role=none aria-label="See also"><a href=#see-also>See also</a></li></ol><hr></div></nav><div><aside class="callout warning"><div class=type><svg class="large-icon"><use xlink:href="/v1.9/img/icons.svg#callout-warning"/></svg></div><div class=content>This blog post was written assuming Istio 1.3, so some of this content may now be outdated.</div></aside></div><p>This post demonstrates how you can use Mixer to push application logic
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into Istio. It describes a Mixer adapter which implements the <a href=https://knative.dev/>Knative</a> scale-from-zero logic
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with simple code and similar performance to the original implementation.</p><h2 id=knative-serving>Knative serving</h2><p><a href=https://knative.dev/docs/serving/>Knative Serving</a> builds on <a href=https://kubernetes.io/>Kubernetes</a> to support deploying
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and serving of serverless applications. A core capability of serverless platforms is scale-to-zero
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functionality which reduces resource usage and cost of inactive workloads.
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A new mechanism is required to scale from zero when an idle application receives a new request.</p><p>The following diagram represents the current Knative architecture for scale-from-zero.</p><figure style=width:60%><div class=wrapper-with-intrinsic-ratio style=padding-bottom:76.29350893697084%><a data-skipendnotes=true href=/v1.9/blog/2019/knative-activator-adapter/knative-activator.png title="Knative scale-from-zero"><img class=element-to-stretch src=/v1.9/blog/2019/knative-activator-adapter/knative-activator.png alt="Knative scale-from-zero"></a></div><figcaption>Knative scale-from-zero</figcaption></figure><p>The traffic for an idle application is redirected to <strong>Activator</strong> component by programming Istio with <code>VirtualServices</code>
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and <code>DestinationRules</code>. When <strong>Activator</strong> receives a new request, it:</p><ol><li>buffers incoming requests</li><li>triggers the <strong>Autoscaler</strong></li><li>redirects requests to the application after it has been scaled up, including retries and load-balancing (if needed)</li></ol><p>Once the application is up and running again, Knative restores the routing from <strong>Activator</strong> to the running application.</p><h2 id=mixer-adapter>Mixer adapter</h2><p>Mixer provides a rich intermediation layer between the Istio components and infrastructure backends.
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It is designed as a stand-alone component, separate from <a href=https://www.envoyproxy.io/>Envoy</a>, and has a simple extensibility model
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to enable Istio to interoperate with a wide breadth of backends. Mixer is inherently easier to extend
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than Envoy is.</p><p>Mixer is an attribute processing engine that uses operator-supplied configuration to map request attributes from the Istio proxy into calls
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to the infrastructure backends systems via a pluggable set of adapters. Adapters enable <strong>Mixer</strong> to expose a single consistent API, independent of the
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infrastructure backends in use. The exact set of adapters used at runtime is determined through operator configuration and can easily
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be extended to target new or custom infrastructure backends.</p><p>In order to achieve Knative scale-from-zero, we use a Mixer <a href=https://github.com/istio/istio/wiki/Mixer-Out-Of-Process-Adapter-Dev-Guide>out-of-process adapter</a>
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to call the Autoscaler. Out-of-process adapters for Mixer allow developers to use any
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programming language and to build and maintain your extension as a stand-alone program
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without the need to build the Istio proxy.</p><p>The following diagram represents the Knative design using the <strong>Mixer</strong> adapter.</p><figure style=width:60%><div class=wrapper-with-intrinsic-ratio style=padding-bottom:76.29350893697084%><a data-skipendnotes=true href=/v1.9/blog/2019/knative-activator-adapter/knative-mixer-adapter.png title="Knative scale-from-zero"><img class=element-to-stretch src=/v1.9/blog/2019/knative-activator-adapter/knative-mixer-adapter.png alt="Knative scale-from-zero"></a></div><figcaption>Knative scale-from-zero</figcaption></figure><p>In this design, there is no need to change the routing from/to <strong>Activator</strong> for an idle application as in the original Knative setup.
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When the Istio proxy represented by the ingress gateway component receives a new request for an idle application, it informs <strong>Mixer</strong>, including all the
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relevant metadata information.
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<strong>Mixer</strong> then calls your adapter which triggers the Knative <strong>Autoscaler</strong> using the original Knative protocol.</p><div><aside class="callout idea"><div class=type><svg class="large-icon"><use xlink:href="/v1.9/img/icons.svg#callout-idea"/></svg></div><div class=content>By using this design you do not need to deal with buffering, retries and load-balancing because it is already handled by the Istio proxy.</div></aside></div><p>Istio’s use of Mixer adapters makes it possible to replace otherwise complex networking-based application logic with a more
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straightforward implementation, as demonstrated in the <a href=https://github.com/zachidan/istio-kactivator>Knative adapter</a>.</p><p>When the adapter receives a message from <strong>Mixer</strong>, it sends a <code>StatMessage</code> directly to <strong>Autoscaler</strong>
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component using the Knative protocol.
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The metadata information (<code>namespace</code> and <code>service name</code>) required by <strong>Autoscaler</strong> are transferred by Istio proxy to
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<strong>Mixer</strong> and from there to the adapter.</p><h2 id=summary>Summary</h2><p>I compared the cold-start time of the original Knative reference architecture to the new Istio Mixer adapter reference architecture.
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The results show similar cold-start times.
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The implementation using the Mixer adapter has greater simplicity. It is not necessary to handle low-level network-based mechanisms as these are handled by Envoy.</p><p>The next step is converting this Mixer adapter into an Envoy-specific filter running inside an ingress gateway.
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This will allow to further improve the latency overhead (no more calls to <strong>Mixer</strong> and the adapter) and
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to remove the dependency on the Istio Mixer.</p><nav id=see-also><h2>See also</h2><div class=see-also><div class=entry><p class=link><a data-skipendnotes=true href=/v1.9/blog/2017/mixer-spof-myth/>Mixer and the SPOF Myth</a></p><p class=desc>Improving availability and reducing latency.</p></div><div class=entry><p class=link><a data-skipendnotes=true href=/v1.9/blog/2017/adapter-model/>Mixer Adapter Model</a></p><p class=desc>Provides an overview of Mixer's plug-in architecture.</p></div></div></nav></article><nav class=pagenav><div class=left><a title="Using Istio to secure multi-cloud Kubernetes applications with zero code changes." href=/v1.9/blog/2019/app-identity-and-access-adapter/><svg class="icon left-arrow"><use xlink:href="/v1.9/img/icons.svg#left-arrow"/></svg>App Identity and Access Adapter</a></div><div class=right><a title="Taking advantage of Kubernetes trustworthy JWTs to issue certificates for workload instances more securely." href=/v1.9/blog/2019/trustworthy-jwt-sds/>Change in Secret Discovery Service in Istio 1.3<svg class="icon right-arrow"><use xlink:href="/v1.9/img/icons.svg#right-arrow"/></svg></a></div></nav><div id=feedback><div id=feedback-initial>Was this information useful?<br><button class="btn feedback" onclick="sendFeedback('en',1)">Yes</button>
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