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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.
Peloton is a tool in the Cluster Management category of a tech stack.
Peloton is an open source tool with 580 GitHub stars and 56 GitHub forks. Here’s a link to Peloton's open source repository on GitHub

Who uses Peloton?



Peloton Integrations

Peloton's Features

  • Elastic Resource Sharing
  • Resource Overcommit and Task Preemption
  • Optimized for Big Data and Machine Learning
  • High Scalability
  • Protobuf/gRPC based API
  • Co-scheduling Mixed Workloads

Peloton Alternatives & Comparisons

What are some alternatives to Peloton?
Apache Mesos
Apache Mesos is a cluster manager that simplifies the complexity of running applications on a shared pool of servers.
Nomad is a cluster manager, designed for both long lived services and short lived batch processing workloads. Developers use a declarative job specification to submit work, and Nomad ensures constraints are satisfied and resource utilization is optimized by efficient task packing. Nomad supports all major operating systems and virtualized, containerized, or standalone applications.
YARN Hadoop
Its fundamental idea is to split up the functionalities of resource management and job scheduling/monitoring into separate daemons. The idea is to have a global ResourceManager (RM) and per-application ApplicationMaster (AM).
Unlike traditional operating systems, DC/OS spans multiple machines within a network, aggregating their resources to maximize utilization by distributed applications.
It helps you create, destroy, upgrade and maintain production-grade, highly available, Kubernetes clusters from the command line. AWS (Amazon Web Services) is currently officially supported, with GCE in beta support , and VMware vSphere in alpha, and other platforms planned.
See all alternatives

Peloton's Followers
13 developers follow Peloton to keep up with related blogs and decisions.