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Docker Swarm vs Kubernetes vs Rancher: What are the differences?
Introduction
Docker Swarm, Kubernetes, and Rancher are all container orchestration tools that help manage and deploy containers efficiently. While they share some similar features, they also have distinct differences that make them suitable for different use cases.
Architecture and Design: Docker Swarm is a simple and lightweight orchestrator that integrates well with the Docker ecosystem. It follows a decentralized design where managers and workers communicate directly. Kubernetes, on the other hand, follows a more complex master-worker architecture, making it highly scalable and suitable for large-scale deployments. Rancher, an orchestration platform, supports both Docker Swarm and Kubernetes, providing a unified interface and additional management features.
Ease of Use and Deployment: Docker Swarm is known for its simplicity, as it is built directly into Docker and requires minimal configuration to set up and start. Kubernetes, although more complex to install and manage, offers advanced features, such as automatic scaling and service discovery. Rancher aims to simplify container management by providing a user-friendly interface, which makes it more accessible and easier to deploy both Docker Swarm and Kubernetes environments.
Scalability: Kubernetes is widely recognized for its exceptional scalability. It can efficiently handle massive clusters with thousands of nodes and supports auto-scaling based on predefined policies. Docker Swarm, while also capable of scaling, may face limitations in terms of scalability as it relies on manager nodes for orchestration. Rancher, by supporting both orchestrators, offers the flexibility to choose the one that best fits your scalability needs.
Community and Ecosystem: Kubernetes has a thriving open-source community and a vast ecosystem of tools and resources. It benefits from extensive contributions and support from major tech companies, making it the go-to choice for many enterprises. Docker Swarm has a less vibrant community compared to Kubernetes but leverages Docker's ecosystem. Rancher, being an orchestration platform, supports and integrates with both Kubernetes and Swarm, allowing users to take advantage of the broader community and ecosystem.
Resource Consumption: Docker Swarm is considered to be more lightweight compared to Kubernetes in terms of resource consumption. It has a smaller footprint and requires fewer resources, making it suitable for smaller deployments or environments with limited resources. Kubernetes, while resource-intensive, offers advanced features such as load balancing and automatic scaling, making it well-suited for larger-scale enterprise deployments. Rancher manages the resources of both orchestrators efficiently, allowing users to optimize resource allocation based on their specific requirements.
Customizability and Extensibility: Kubernetes provides a highly extensible framework with a rich set of APIs that allows users to customize and extend its functionalities. It supports the development of custom controllers and operators, enabling users to build their own features and integrations. Docker Swarm, while not as customizable as Kubernetes, works seamlessly within the Docker ecosystem and benefits from its extensibility. Rancher, being a comprehensive orchestration platform, provides additional customization options and extends the features of both Kubernetes and Docker Swarm.
In summary, Docker Swarm is a simple and lightweight orchestrator, Kubernetes is a powerful and highly scalable solution with a vast ecosystem, and Rancher acts as an orchestration platform supporting both Swarm and Kubernetes, providing ease of use and management features while offering customization options for both orchestrators.
Hello, we have a bunch of local hosts (Linux and Windows) where Docker containers are running with bamboo agents on them. Currently, each container is installed as a system service. Each host is set up manually. I want to improve the system by adding some sort of orchestration software that should install, update and check for consistency in my docker containers. I don't need any clouds, all hosts are local. I'd prefer simple solutions. What orchestration system should I choose?
If you just want the basic orchestration between a set of defined hosts, go with Docker Swarm. If you want more advanced orchestration + flexibility in terms of resource management and load balancing go with Kubernetes. In both cases, you can make it even more complex while making the whole architecture more understandable and replicable by using Terraform.
We develop rapidly with docker-compose orchestrated services, however, for production - we utilise the very best ideas that Kubernetes has to offer: SCALE! We can scale when needed, setting a maximum and minimum level of nodes for each application layer - scaling only when the load balancer needs it. This allowed us to reduce our devops costs by 40% whilst also maintaining an SLA of 99.87%.
Our whole DevOps stack consists of the following tools:
- GitHub (incl. GitHub Pages/Markdown for Documentation, GettingStarted and HowTo's) for collaborative review and code management tool
- Respectively Git as revision control system
- SourceTree as Git GUI
- Visual Studio Code as IDE
- CircleCI for continuous integration (automatize development process)
- Prettier / TSLint / ESLint as code linter
- SonarQube as quality gate
- Docker as container management (incl. Docker Compose for multi-container application management)
- VirtualBox for operating system simulation tests
- Kubernetes as cluster management for docker containers
- Heroku for deploying in test environments
- nginx as web server (preferably used as facade server in production environment)
- SSLMate (using OpenSSL) for certificate management
- Amazon EC2 (incl. Amazon S3) for deploying in stage (production-like) and production environments
- PostgreSQL as preferred database system
- Redis as preferred in-memory database/store (great for caching)
The main reason we have chosen Kubernetes over Docker Swarm is related to the following artifacts:
- Key features: Easy and flexible installation, Clear dashboard, Great scaling operations, Monitoring is an integral part, Great load balancing concepts, Monitors the condition and ensures compensation in the event of failure.
- Applications: An application can be deployed using a combination of pods, deployments, and services (or micro-services).
- Functionality: Kubernetes as a complex installation and setup process, but it not as limited as Docker Swarm.
- Monitoring: It supports multiple versions of logging and monitoring when the services are deployed within the cluster (Elasticsearch/Kibana (ELK), Heapster/Grafana, Sysdig cloud integration).
- Scalability: All-in-one framework for distributed systems.
- Other Benefits: Kubernetes is backed by the Cloud Native Computing Foundation (CNCF), huge community among container orchestration tools, it is an open source and modular tool that works with any OS.
Pros of Docker Swarm
- Docker friendly55
- Easy to setup46
- Standard Docker API40
- Easy to use38
- Native23
- Free22
- Clustering made easy13
- Simple usage12
- Integral part of docker11
- Cross Platform6
- Labels and annotations5
- Performance5
- Easy Networking3
- Shallow learning curve3
Pros of Kubernetes
- Leading docker container management solution166
- Simple and powerful129
- Open source107
- Backed by google76
- The right abstractions58
- Scale services25
- Replication controller20
- Permission managment11
- Supports autoscaling9
- Simple8
- Cheap8
- Self-healing6
- Open, powerful, stable5
- Reliable5
- No cloud platform lock-in5
- Promotes modern/good infrascture practice5
- Scalable4
- Quick cloud setup4
- Custom and extensibility3
- Captain of Container Ship3
- Cloud Agnostic3
- Backed by Red Hat3
- Runs on azure3
- A self healing environment with rich metadata3
- Everything of CaaS2
- Gke2
- Golang2
- Easy setup2
- Expandable2
- Sfg2
Pros of Rancher
- Easy to use103
- Open source and totally free79
- Multi-host docker-compose support63
- Load balancing and health check included58
- Simple58
- Rolling upgrades, green/blue upgrades feature44
- Dns and service discovery out-of-the-box42
- Only requires docker37
- Multitenant and permission management34
- Easy to use and feature rich29
- Cross cloud compatible11
- Does everything needed for a docker infrastructure11
- Simple and powerful8
- Next-gen platform8
- Very Docker-friendly7
- Support Kubernetes and Swarm6
- Application catalogs with stack templates (wizards)6
- Supports Apache Mesos, Docker Swarm, and Kubernetes6
- Rolling and blue/green upgrades deployments6
- High Availability service: keeps your app up 24/76
- Easy to use service catalog5
- Very intuitive UI4
- IaaS-vendor independent, supports hybrid/multi-cloud4
- Awesome support4
- Scalable3
- Requires less infrastructure requirements2
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Cons of Docker Swarm
- Low adoption9
Cons of Kubernetes
- Steep learning curve16
- Poor workflow for development15
- Orchestrates only infrastructure8
- High resource requirements for on-prem clusters4
- Too heavy for simple systems2
- Additional vendor lock-in (Docker)1
- More moving parts to secure1
- Additional Technology Overhead1
Cons of Rancher
- Hosting Rancher can be complicated10