# Orchestration

> An index and topic collection covering container orchestration and workflow orchestration platforms. Container orchestration platforms like Kubernetes, OpenShift, Amazon EKS, Google Kubernetes Engine, and Azure Kubernetes Service schedule and manage containerized workloads across clusters of mach...

This is the **Orchestration** topic area of [API Evangelist](https://apievangelist.com) — a network of focused knowledge bases drawn from 16 years of independent API research by Kin Lane. Browse all areas at https://apievangelist.com/areas/.

## Services & Tools
- [Kubernetes](https://providers.apis.io/providers/kubernetes/) (repo: https://github.com/api-evangelist/kubernetes)
- [OpenShift](https://providers.apis.io/providers/openshift/) (repo: https://github.com/api-evangelist/openshift)
- [Rancher](https://providers.apis.io/providers/rancher/) (repo: https://github.com/api-evangelist/rancher)
- [HashiCorp Nomad](https://providers.apis.io/providers/hashicorp-nomad/) (repo: https://github.com/api-evangelist/hashicorp-nomad)
- [Amazon ECS](https://providers.apis.io/providers/amazon-ecs/) (repo: https://github.com/api-evangelist/amazon-ecs)
- [Amazon EKS](https://providers.apis.io/providers/amazon-eks/) (repo: https://github.com/api-evangelist/amazon-eks)
- [AWS Fargate](https://providers.apis.io/providers/fargate/) (repo: https://github.com/api-evangelist/fargate)
- [Google Kubernetes Engine](https://providers.apis.io/providers/google-kubernetes-engine/) (repo: https://github.com/api-evangelist/google-kubernetes-engine)
- [Azure Kubernetes Service](https://providers.apis.io/providers/azure-kubernetes-service/) (repo: https://github.com/api-evangelist/azure-kubernetes-service)
- [Docker Swarm](https://providers.apis.io/providers/docker-swarm/) (repo: https://github.com/api-evangelist/docker-swarm)
- [K3s](https://providers.apis.io/providers/k3s/) (repo: https://github.com/api-evangelist/k3s)
- [VMware Tanzu](https://providers.apis.io/providers/vmware-tanzu/) (repo: https://github.com/api-evangelist/vmware-tanzu)
- [Mirantis](https://providers.apis.io/providers/mirantis/) (repo: https://github.com/api-evangelist/mirantis)
- [Apache Mesos](https://providers.apis.io/providers/apache-mesos/) (repo: https://github.com/api-evangelist/apache-mesos)
- [Knative](https://providers.apis.io/providers/knative/) (repo: https://github.com/api-evangelist/knative)
- [KEDA](https://providers.apis.io/providers/keda/) (repo: https://github.com/api-evangelist/keda)
- [Crossplane](https://providers.apis.io/providers/crossplane/) (repo: https://github.com/api-evangelist/crossplane)
- [Argo CD](https://providers.apis.io/providers/argo-cd/) (repo: https://github.com/api-evangelist/argo-cd)
- [Argo Workflows](https://providers.apis.io/providers/argo-workflows/) (repo: https://github.com/api-evangelist/argo-workflows)
- [Flux CD](https://providers.apis.io/providers/fluxcd/) (repo: https://github.com/api-evangelist/fluxcd)
- [Dapr](https://providers.apis.io/providers/dapr/) (repo: https://github.com/api-evangelist/dapr)
- [Carvel](https://providers.apis.io/providers/carvel/) (repo: https://github.com/api-evangelist/carvel)
- [Codefresh](https://providers.apis.io/providers/codefresh/) (repo: https://github.com/api-evangelist/codefresh)
- [Facets](https://providers.apis.io/providers/facets/) (repo: https://github.com/api-evangelist/facets)
- [Temporal](https://providers.apis.io/providers/temporal/) (repo: https://github.com/api-evangelist/temporal)
- [Conductor](https://providers.apis.io/providers/conductor/) (repo: https://github.com/api-evangelist/conductor)
- [Netflix Conductor](https://providers.apis.io/providers/netflix-conductor/) (repo: https://github.com/api-evangelist/netflix-conductor)
- [Inngest](https://providers.apis.io/providers/inngest/) (repo: https://github.com/api-evangelist/inngest)
- [Trigger.dev](https://providers.apis.io/providers/trigger-dev/) (repo: https://github.com/api-evangelist/trigger-dev)
- [Apache Airflow](https://providers.apis.io/providers/airflow/) (repo: https://github.com/api-evangelist/airflow)
- [Apache DolphinScheduler](https://providers.apis.io/providers/apache-dolphinscheduler/) (repo: https://github.com/api-evangelist/apache-dolphinscheduler)
- [Prefect](https://providers.apis.io/providers/prefect/) (repo: https://github.com/api-evangelist/prefect)
- [Dagster](https://providers.apis.io/providers/dagster/) (repo: https://github.com/api-evangelist/dagster)
- [Kestra](https://providers.apis.io/providers/kestra/) (repo: https://github.com/api-evangelist/kestra)
- [Flyte](https://providers.apis.io/providers/flyte/) (repo: https://github.com/api-evangelist/flyte)
- [AWS Step Functions](https://providers.apis.io/providers/aws-step-functions/) (repo: https://github.com/api-evangelist/aws-step-functions)
- [Google Cloud Workflows](https://providers.apis.io/providers/google-cloud-workflows/) (repo: https://github.com/api-evangelist/google-cloud-workflows)
- [Google Cloud Composer](https://providers.apis.io/providers/google-cloud-composer/) (repo: https://github.com/api-evangelist/google-cloud-composer)
- [Google Cloud Scheduler](https://providers.apis.io/providers/google-cloud-scheduler/) (repo: https://github.com/api-evangelist/google-cloud-scheduler)
- [Google Cloud Deploy](https://providers.apis.io/providers/google-cloud-deploy/) (repo: https://github.com/api-evangelist/google-cloud-deploy)
- [Serverless Workflow](https://providers.apis.io/providers/serverless-workflow/) (repo: https://github.com/api-evangelist/serverless-workflow)

## Common Features
- **Declarative Workload Scheduling**: Container orchestrators like Kubernetes, Nomad, and ECS take declarative workload specifications (pods, jobs, services) and continuously reconcile cluster state to match the desired configuration.
- **Horizontal and Event-Driven Autoscaling**: Platforms like Kubernetes HPA, KEDA, and Karpenter scale workloads and underlying nodes based on CPU, memory, custom metrics, or external event sources such as queue depth.
- **Durable Workflow Execution**: Workflow engines like Temporal, AWS Step Functions, and Inngest provide durable, fault-tolerant execution for long-running, multi-step business processes that survive process restarts and infrastructure failures.
- **Data Pipeline Orchestration**: Data orchestrators like Apache Airflow, Prefect, Dagster, and Kestra schedule and monitor DAG-based data pipelines across batch, streaming, and ML workloads.
- **GitOps and Continuous Deployment**: GitOps controllers like Argo CD and Flux CD reconcile Git-defined manifests into running Kubernetes clusters, enabling auditable, declarative continuous deployment.
- **Multi-Cluster and Hybrid Cloud Control Planes**: Platforms like Rancher, OpenShift, VMware Tanzu, Mirantis, and Crossplane provide unified control planes for managing multiple Kubernetes clusters and cloud resources across on-prem and public cloud.
- **Serverless Containers and Functions**: Services like AWS Fargate, Knative, and Google Cloud Run abstract away node management, running containers and functions on managed infrastructure billed per request or per second.

## Use Cases
- **Microservices Platform**: Engineering organizations deploy Kubernetes (EKS, GKE, AKS, OpenShift) as a microservices platform, running hundreds of services with service discovery, rolling deployments, and automated recovery.
- **Batch and Stream Data Pipelines**: Data teams use Airflow, Dagster, Prefect, or Kestra to orchestrate ETL/ELT pipelines, ML training workflows, and reporting jobs across warehouses, lakes, and streaming sources.
- **Durable Business Process Workflows**: Product teams use Temporal, AWS Step Functions, Conductor, or Inngest to implement order processing, payments, and approval workflows that must survive failures over hours, days, or months.
- **GitOps Continuous Delivery**: Platform teams use Argo CD or Flux CD to deliver application changes to many clusters by promoting Git commits across environments with full auditability.
- **Hybrid Cloud Cluster Fleet Management**: Enterprises use Rancher, Tanzu, Mirantis Kubernetes Engine, or OpenShift to manage fleets of Kubernetes clusters across on-prem datacenters and multiple public clouds from one control plane.
- **Event-Driven Background Jobs**: Application teams use Inngest, Trigger.dev, KEDA, or Cloud Scheduler to run background jobs triggered by HTTP events, queue messages, schedules, or webhook deliveries.
- **AI Agent Workflow Orchestration**: AI teams use durable workflow engines like Temporal and Inngest to orchestrate long-running agent workflows, tool calls, and human-in-the-loop approvals with retries and replay.

## Related Areas
- [iPaaS](https://ipaas.apievangelist.com): This is the index of iPaaS (integration platform as a service) repos being tracked by the API Evangelist network.
- [Containers](https://containers.apievangelist.com): An index of container runtime, orchestration, registry, security, and build tool repositories tracking the services a...
- [Workflow Automation](https://workflow-automation.apievangelist.com): This is the index of workflow automation service and tooling repos being tracked by the API Evangelist network.
- [Integrations](https://integrations.apievangelist.com): An index and topic collection covering the broad integration tooling market, including iPaaS and embedded-iPaaS platf...
- [AI Automation](https://ai-automation.apievangelist.com): AI automation combines artificial intelligence with workflow and process automation to create intelligent, autonomous...
- [Agents](https://agents.apievangelist.com): An index and topic collection covering AI agents, agent frameworks, and agent runtimes that enable autonomous reasoni...

## More
- [Latest Orchestration stories](/stories/)
- [All API Evangelist topic areas](https://apievangelist.com/areas/)
- [API Evangelist network index (llms.txt)](https://apievangelist.com/llms.txt)