* Docker Compose
* Docker in Swarm Mode
* Systemd
* Supervisor
* Handled internally by a cloud provider as part of their services
* Others...

## Replication - Processes and Memory { #replication-processes-and-memory }

With a FastAPI application, using a server program like the `fastapi` command that runs Uvicorn, running it once in **one process** can serve multiple clients concurrently.

Without using containers, making applications run on startup and with restarts can be cumbersome and difficult. But when **working with containers** in most cases that functionality is included by default. ✨

## Replication - Number of Processes { #replication-number-of-processes }

* Docker
* Kubernetes
* Docker Compose
* Docker en Modo Swarm
* Systemd
* Supervisor
* Manejado internamente por un proveedor de nube como parte de sus servicios
* Otros...

## Replicación - Procesos y Memoria { #replication-processes-and-memory }

Con una aplicación FastAPI, usando un programa servidor como el comando `fastapi` que ejecuta Uvicorn, ejecutarlo una vez en **un proceso** puede servir a múltiples clientes concurrentemente.

* Docker Compose
* Docker no Modo Swarm
* Systemd
* Supervisor
* Gerenciado internamente por um provedor de nuvem como parte de seus serviços
* Outros...

## Replicação - Processos e Memória { #replication-processes-and-memory }

Com um aplicativo FastAPI, usando um programa de servidor como o comando `fastapi` que executa o Uvicorn, executá-lo uma vez em **um processo** pode atender a vários clientes simultaneamente.

* Docker
* Kubernetes
* Docker Compose
* Docker im Schwarm-Modus
* Systemd
* Supervisor
* Intern von einem Cloud-Anbieter im Rahmen seiner Dienste
* Andere ...

## Replikation – Prozesse und Arbeitsspeicher { #replication-processes-and-memory }

* Kubernetes
* Docker Compose
* Docker в режиме Swarm (Swarm Mode)
* Systemd
* Supervisor
* Обработка внутри облачного провайдера как часть его услуг
* Прочие...

## Репликация — процессы и память { #replication-processes-and-memory }

В приложении FastAPI, используя серверную программу (например, команду `fastapi`, которая запускает Uvicorn), запуск в **одном процессе** уже позволяет обслуживать нескольких клиентов одновременно.

Kubelet supports 100 pods per node with 4x reduced system overhead.
  * <strong>Simplified application deployment and management. </strong>
     * Dynamic Configuration (ConfigMap API in the core API group) enables application
configuration to be stored as a Kubernetes API object and pulled dynamically on
container startup, as an alternative to baking in command-line flags when a

Без контейнеров обеспечить запуск при старте и перезапуски может быть сложно. Но при **работе с контейнерами** в большинстве случаев этот функционал доступен по умолчанию. ✨

## Репликация — количество процессов { #replication-number-of-processes }

## Replikation – Anzahl der Prozesse { #replication-number-of-processes }

## Replicação - Número de Processos { #replication-number-of-processes }