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Apache Mesos
Apache Mesos

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Peloton
Peloton

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Apache Mesos vs Peloton: What are the differences?

What is Apache Mesos? Develop and run resource-efficient distributed systems. Apache Mesos is a cluster manager that simplifies the complexity of running applications on a shared pool of servers.

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.

Apache Mesos and Peloton can be categorized as "Cluster Management" tools.

Some of the features offered by Apache Mesos are:

  • Fault-tolerant replicated master using ZooKeeper
  • Scalability to 10,000s of nodes
  • Isolation between tasks with Linux Containers

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.

- No public GitHub repository available -

What is Apache Mesos?

Apache Mesos is a cluster manager that simplifies the complexity of running applications on a shared pool of servers.

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 are some alternatives to Apache Mesos and Peloton?
      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.
      OpenStack
      OpenStack is a cloud operating system that controls large pools of compute, storage, and networking resources throughout a datacenter, all managed through a dashboard that gives administrators control while empowering their users to provision resources through a web interface.
      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.
      Yarn
      Yarn caches every package it downloads so it never needs to again. It also parallelizes operations to maximize resource utilization so install times are faster than ever.
      Docker
      The Docker Platform is the industry-leading container platform for continuous, high-velocity innovation, enabling organizations to seamlessly build and share any application — from legacy to what comes next — and securely run them anywhere
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      How developers use Apache Mesos and Peloton
      Avatar of Ralic Lo
      Ralic Lo uses Apache MesosApache Mesos

      Built Mesos master/slave as a cluster among serveral cloud service providers, such as Amazon web services, Google cloud engine, Joyent Elastic Container, and AliCloud, and also personal desktop.

      Avatar of Robert Hao
      Robert Hao uses Apache MesosApache Mesos

      Bamboo + Marathon + Mesos (+ Docker) => awesome tool set to building PaaS.

      Avatar of BrainFinance
      BrainFinance uses Apache MesosApache Mesos

      As a part of big data machine learning stack (SMACK).

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