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Mesosphere

80
108
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6
Peloton

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+ 1
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Mesosphere vs Peloton: What are the differences?

What is Mesosphere? Combine your datacenter servers and cloud instances into one shared pool. Mesosphere offers a layer of software that organizes your machines, VMs, and cloud instances and lets applications draw from a single pool of intelligently- and dynamically-allocated resources, increasing efficiency and reducing operational complexity.

What is Peloton? A Unified Resource Scheduler. A Unified Resource Scheduler to co-schedule mixed types of workloads such as batch, stateless and stateful jobs in a single cluster for better resource utilization. Designed for web-scale companies with millions of containers and tens of thousands of nodes.

Mesosphere and Peloton can be primarily classified as "Cluster Management" tools.

Some of the features offered by Mesosphere are:

  • Built on top of open source technology
  • Grow to tens of thousands of nodes effortlessly while dynamically allocating resources with ease.
  • Mesosphere keeps your apps running by rebalancing resources and restarting failed tasks automatically.

On the other hand, Peloton provides the following key features:

  • Elastic Resource Sharing
  • Resource Overcommit and Task Preemption
  • Optimized for Big Data and Machine Learning

Peloton is an open source tool with 421 GitHub stars and 29 GitHub forks. Here's a link to Peloton's open source repository on GitHub.

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    What is Mesosphere?

    Mesosphere offers a layer of software that organizes your machines, VMs, and cloud instances and lets applications draw from a single pool of intelligently- and dynamically-allocated resources, increasing efficiency and reducing operational complexity.

    What is Peloton?

    A Unified Resource Scheduler to co-schedule mixed types of workloads such as batch, stateless and stateful jobs in a single cluster for better resource utilization. Designed for web-scale companies with millions of containers and tens of thousands of nodes.

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    What companies use Mesosphere?
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    What tools integrate with Mesosphere?
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    What are some alternatives to Mesosphere and Peloton?
    Kubernetes
    Kubernetes is an open source orchestration system for Docker containers. It handles scheduling onto nodes in a compute cluster and actively manages workloads to ensure that their state matches the users declared intentions.
    Rancher
    Rancher is an open source container management platform that includes full distributions of Kubernetes, Apache Mesos and Docker Swarm, and makes it simple to operate container clusters on any cloud or infrastructure platform.
    Red Hat OpenShift
    OpenShift is Red Hat's Cloud Computing Platform as a Service (PaaS) offering. OpenShift is an application platform in the cloud where application developers and teams can build, test, deploy, and run their applications.
    Apache Mesos
    Apache Mesos is a cluster manager that simplifies the complexity of running applications on a shared pool of servers.
    CoreOS
    It is designed for security, consistency, and reliability. Instead of installing packages via yum or apt, it uses Linux containers to manage your services at a higher level of abstraction. A single service's code and all dependencies are packaged within a container that can be run on one or many machines.
    See all alternatives