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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.
Pros of Apache Mesos
- Easy scaling21
- Web UI6
- Fault-Tolerant2
- Elastic Distributed System1
- High-Available1
Pros of Peloton
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Cons of Apache Mesos
- Not for long term1
- Depends on Zookeeper1
Cons of Peloton
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What is Apache Mesos?
What is Peloton?
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