Apache Mesos VS Docker Swarm

Compare Apache Mesos VS Docker Swarm and see what are their differences

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Apache Mesos

Apache Mesos abstracts resources away from machines, enabling fault-tolerant and elastic distributed systems to easily be built and run effectively.

Docker Swarm

Native clustering for Docker. Turn a pool of Docker hosts into a single, virtual host.

Landing page //
2018-09-30

Landing page //
2022-11-01

Apache Mesos

Website: mesos.apache.org
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Docker Swarm

Website: github.com
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Apache Mesos features and specs

Scalability
Apache Mesos is designed to scale to thousands of nodes, making it ideal for large-scale distributed systems.
Resource Isolation
Mesos uses containerization techniques (like Docker and Mesos containers) to provide resource isolation, ensuring applications run in their own secure environments.
Fault Tolerance
The framework is built with fault tolerance in mind. It continuously monitors the health of all nodes and can move tasks from failing nodes to healthy ones.
Multi-Framework Support
Mesos can manage multiple types of workloads through different frameworks like Apache Spark, Apache Hadoop, and Kubernetes simultaneously on the same cluster.
Resource Efficient
It provides fine-grained resource allocation, allowing multiple applications to share a single cluster, which leads to more efficient resource utilization.

Possible disadvantages of Apache Mesos

Steep Learning Curve
Setting up and managing a Mesos cluster can be complex and requires a thorough understanding of the framework and its components.
Operational Complexity
Mesos requires additional components like Marathon (for container orchestration) which adds to the operational overhead.
Maturity
While Mesos is a robust system, it may not be as mature or feature-rich as some cloud-native solutions like Kubernetes, which have seen wider adoption.
Community Support
As Mesos is somewhat overshadowed by Kubernetes, it has a smaller community and fewer third-party integrations compared to more popular orchestration tools.
Ecosystem Integration
Many new-age DevOps tools and CI/CD pipelines are primarily designed with Kubernetes in mind, which might result in limited integration capabilities with Mesos.

Docker Swarm features and specs

Simplicity
Docker Swarm is easy to set up and use, especially for those already familiar with Docker. It integrates seamlessly into the Docker ecosystem, providing a straightforward solution for container orchestration without the need for additional tools.
Native Docker Integration
Swarm is built into Docker, meaning that Docker users do not need to install or configure another orchestration tool. This provides a consistent experience from development to production.
Declarative Service Model
Swarm allows users to define the desired state of their services, and the system works to maintain that state. This includes scaling services up or down, and handling load balancing.
Easy Scaling
Docker Swarm makes it easy to scale applications horizontally by simply changing the number of replicas of a service. The platform manages the distribution of these replicas across the available nodes.
Built-in Load Balancing
Swarm includes built-in load balancing, distributing incoming client requests to running containers based on task states and node availability.

Possible disadvantages of Docker Swarm

Limited Ecosystem
Compared to Kubernetes, Docker Swarm has a more limited ecosystem of plugins, extensions, and third-party integrations. This can make it less flexible for complex or custom setups.
Less Feature-Rich
Although sufficient for many use cases, Swarm lacks some advanced features that other orchestrators like Kubernetes offer, such as custom scheduling policies, complex networking configurations, and a broader range of storage options.
Community and Support
The Docker Swarm community is smaller and less active compared to Kubernetes. This affects the available support, community-contributed tools, and overall development pace.
Scaling Limits
While Docker Swarm can handle small to medium-sized clusters efficiently, it may not perform as well as Kubernetes in very large-scale deployments, particularly in terms of resource management and fault tolerance.
Future Uncertainty
With Docker's increasing focus on Kubernetes, the long-term future of Docker Swarm is uncertain. This raises concerns about investing in a technology that might not be as actively developed or supported in the future.

Apache Mesos videos

+ Add

Reactive Stream Processing Using Apache Mesos

Docker Swarm videos

+ Add

Kubernetes vs Docker Swarm | Container Orchestration War | Kubernetes Training | Edureka

Category Popularity

0-100% (relative to Apache Mesos and Docker Swarm)

Docker Swarm

Developer Tools

48 48%

Developer Tools

52% 52

DevOps Tools

43 43%

DevOps Tools

57% 57

Containers As A Service

54 54%

Containers As A Service

46% 46

IT Automation

100 100%

IT Automation

0% 0

User comments

Share your experience with using Apache Mesos and Docker Swarm. For example, how are they different and which one is better?

Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Mesos and Docker Swarm

Another Docker alternative is Apache Mesos. This tool is designed to leverage the features of modern kernels in order to carry out functions like resource isolation, prioritization, limiting & accounting. These functions are generally carried out by groups in the Linux or zones in the Solaris. What Mesos does is, it provides isolation for the Memory, I/O devices, file...

Source: www.educba.com

Docker Swarm Reviews

Top 12 Kubernetes Alternatives to Choose From in 2023

With Docker Swarm, you can create and manage a cluster of Docker nodes, enabling the deployment and scaling of containerized applications across a distributed environment.

Source: humalect.com

11 Best Rancher Alternatives Multi Cluster Orchestration Platform

Next, we have Docker Swarm on our alternatives to rancher list. Docker Swarm is a lightweight container orchestration tool that lets you create, deploy and manage containerized applications. It is even one of the most popular container orchestration tools after Kubernetes.

Source: technicalustad.com

Docker Swarm vs Kubernetes: how to choose a container orchestration tool

Docker Swarm is an open-source container orchestration platform built and maintained by Docker. Under the hood, Docker Swarm converts multiple Docker instances into a single virtual host. A Docker Swarm cluster generally contains three items:

Source: circleci.com

Social recommendations and mentions

Based on our record, Apache Mesos should be more popular than Docker Swarm. It has been mentiond 11 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache Mesos mentions (11)

Erlang's not about lightweight processes and message passing
Erlang, OTP, and the BEAM offer much more than just behaviours. The VM is similar to a virtual kernel with supervisor, isolated processes, and distributed mode that treats multiple (physical or virtual) machines as a single pool of resources. OTP provides numerous useful modes, such as Mnesia (database) and atomic counters/ETS tables (for caching), among others. The runtime also supports bytecode hot-reloading, a... - Source: Hacker News / 21 days ago
Kubernetes Simplified: A Comprehensive Introduction for Beginners
Apache Mesos, a robust cluster manager, excels at handling diverse workloads beyond just containers, offering flexibility for organizations with varying needs. - Source: dev.to / 9 months ago
Containers Orchestration and Kubernetes
Even though this article will be focused on Kubernetes I want to mention that there are multiple container orchestration platforms such as Mesos, Docker Swarm, OpenShift, Rancher, Hashicorp Nomad, etc. - Source: dev.to / 11 months ago
eBPF, sidecars, and the future of the service mesh
I worked at several Bay Area startups, mainly in NLP and machine learning roles. I was part of a company called PowerSet, which was building a natural language processing engine and was acquired by Microsoft. I then joined Twitter in its early days, around 2010, when it had about 200 employees. I started on the AI side but transitioned to infrastructure because I found it more satisfying and challenging. We were... - Source: dev.to / 11 months ago
Upgrading Hundreds of Kubernetes Clusters
When we adopted Kubernetes at Criteo, we encountered initial hurdles. In 2018, Kubernetes operators were still new, and there was internal competition from Mesos. We addressed these challenges by validating Kubernetes performance for our specific needs and building custom Chef recipes, StatefulSet hooks, and startup scripts. - Source: dev.to / about 1 year ago

Docker Swarm mentions (3)

Ask HN: Why did K8s win against Docker Swarm?
Docker Swarm Classic (https://github.com/docker-archive/classicswarm) is dead. Docker Swarm Mode is alive, and I know some people use it, but it's very niche compared to k8s. As someone who interacts with k8s regularly, I often feel like there is a place for a simpler k8s alternative. But looking at history I see the attempts like Swarm fail. What do you think played the decisive role in the k8s victory? Features,... - Source: Hacker News / 5 months ago
K8s vs Docker Swarm
So the thing is support for Swarm was delegated to Mirantis, https://www.mirantis.com/blog/mirantis-will-continue-to-support-and-develop-docker-swarm/ since it was delegated very little was done to move forward swarm _> https://github.com/moby/swarmkit/commits/master , docker swarm itself (docker the company) is deprecated https://github.com/docker-archive/classicswarm . I think because there's no way to... Source: almost 2 years ago
#30DaysOfAppwrite: Docker Swarm Integration
Docker Swarm is a container orchestration tool built right into the Docker CLI which allows us to deploy our Docker services to a cluster of hosts, instead of just the one allowed with Docker Compose. This is known as Swarm Mode, not to be confused with the classic Docker Swarm that is no longer being developed as a standalone product. Docker Swarm works great with Appwrite as it builds upon the Compose... - Source: dev.to / almost 4 years ago