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Docker vs OpenStack: What are the differences?
Introduction
Docker and OpenStack are both widely used technologies in the field of cloud computing. While they both serve the purpose of managing cloud infrastructure, there are some key differences between them.
Architecture: Docker follows a lightweight containerization approach, where applications and their dependencies are packaged into individual containers. These containers run on a single host operating system, sharing the same kernel. On the other hand, OpenStack is a full-fledged cloud computing platform that provides a range of services including compute, storage, and networking. It follows a modular architecture and utilizes virtual machines for isolation.
Scalability: Docker is known for its scalability as it allows easy scaling of individual containers. With the use of container orchestration tools like Kubernetes, multiple containers can be managed and scaled horizontally. OpenStack, on the other hand, is designed for managing large-scale cloud deployments. It provides scalability at a higher level, enabling the management of a cluster of servers.
Resource utilization: Docker containers are lightweight and have low overhead, thus allowing efficient utilization of system resources. Multiple containers can run on the same host without significant impact on performance. OpenStack, being a comprehensive cloud solution, requires more resources to run as it manages virtual machines and provides various services. This may result in higher resource consumption compared to Docker.
Purpose: Docker is primarily used for application deployment and management. It focuses on providing a consistent environment for running applications across different platforms. OpenStack, on the other hand, is more suited for building and managing cloud infrastructure. It offers a range of services that cater to the needs of a cloud environment, including compute, storage, and networking.
Use cases: Docker is commonly used in scenarios where rapid application deployment and scalability are critical, such as microservices architecture and DevOps practices. It allows developers to package applications with their dependencies, enabling easy distribution and deployment. OpenStack, on the other hand, is well-suited for creating private or public clouds. It is often used by service providers, enterprises, and research organizations for managing cloud infrastructure.
Community and ecosystem: Docker has a vast and active community, with a large number of available images, libraries, and tools. It has gained significant popularity and has a wide range of integrations with various platforms and services. OpenStack also has a well-established community, and it is backed by numerous companies and organizations. It has a comprehensive ecosystem of projects and plugins that extend its functionality.
In summary, Docker focuses on lightweight containerization and application management, while OpenStack provides a full-stack cloud computing platform with a range of services. Docker is more suitable for rapid application deployment and scalability, while OpenStack is designed for larger-scale cloud infrastructure management.
lxd/lxc and Docker aren't congruent so this comparison needs a more detailed look; but in short I can say: the lxd-integrated administration of storage including zfs with its snapshot capabilities as well as the system container (multi-process) approach of lxc vs. the limited single-process container approach of Docker is the main reason I chose lxd over Docker.
Pros of Docker
- Rapid integration and build up823
- Isolation692
- Open source521
- Testability and reproducibility505
- Lightweight460
- Standardization218
- Scalable185
- Upgrading / downgrading / application versions106
- Security88
- Private paas environments85
- Portability34
- Limit resource usage26
- Game changer17
- I love the way docker has changed virtualization16
- Fast14
- Concurrency12
- Docker's Compose tools8
- Fast and Portable6
- Easy setup6
- Because its fun5
- Makes shipping to production very simple4
- It's dope3
- Highly useful3
- Does a nice job hogging memory2
- Open source and highly configurable2
- Simplicity, isolation, resource effective2
- MacOS support FAKE2
- Its cool2
- Docker hub for the FTW2
- HIgh Throughput2
- Very easy to setup integrate and build2
- Package the environment with the application2
- Super2
- Asdfd0
Pros of OpenStack
- Private cloud57
- Avoid vendor lock-in38
- Flexible in use22
- Industry leader6
- Supported by many companies in top5004
- Robust architecture4
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Cons of Docker
- New versions == broken features8
- Unreliable networking6
- Documentation not always in sync6
- Moves quickly4
- Not Secure3