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Cluster Schedulers

Tools for distributing and managing workloads across clusters of machines.

15 projects

16,323 contributors

$418M

Nomad

Nomad is a distributed, highly available, datacenter-aware scheduler that can deploy a mix of microservices, batch, containerized and non-containerized applications across on-prem and cloud infrastructure at scale

Contributors

4,462

Organizations

1,345

Software value

$24M

Dask

Dask is a flexible parallel computing library for analytics that provides dynamic task scheduling optimized for computation and integrates with Python data science libraries like NumPy, Pandas and Scikit-learn. It enables parallel and distributed computing through intuitive APIs and scales Python code from multi-core machines to clusters.

Contributors

3,576

Organizations

900

Software value

$6.9M

Apache Hadoop

Apache Hadoop is a distributed computing framework that enables processing and storage of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, with each offering local computation and storage.

Contributors

2,322

Organizations

277

Software value

$190M

Volcano

Volcano is a batch system built on Kubernetes.

Contributors

1,513

Organizations

299

Software value

$54M

Quartz Scheduler

Quartz is an open source job scheduling library that enables Java applications to schedule and execute jobs at specified times and intervals. It provides a rich set of features for defining triggers, handling job persistence, clustering, and managing scheduled tasks in enterprise applications.

Contributors

1,405

Organizations

223

Software value

$1.6M

Apache Linkis

Apache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.

Contributors

786

Organizations

40

Software value

$19M

Slurm Workload Manager

Slurm: A Highly Scalable Workload Manager

Contributors

608

Organizations

74

Software value

$35M

Koordinator

A QoS-based scheduling system brings optimal layout and status to workloads such as microservices, web services, big data jobs, AI jobs, etc.

Contributors

427

Organizations

69

Software value

$27M

DIRAC

DIRAC Grid

Contributors

399

Organizations

51

Software value

$8.5M

HTCondor

HTCondor is a specialized workload management system for compute-intensive jobs. It provides a job queueing mechanism, scheduling policy, priority scheme, resource monitoring, and resource management. HTCondor places jobs on distributed computing resources and manages their execution, handling job submission, monitoring, and completion across clusters and grids.

Contributors

398

Organizations

51

Software value

$29M

Armada

Armada is an application to achieve high throughput of run-to-completion jobs on multiple Kubernetes clusters. It stores queues for users/projects with pod specifications and creates these pods once there is available resource in one of the connected Kubernetes clusters.

Contributors

224

Organizations

81

Software value

$9M

Flux Framework

core services for the Flux resource management framework

Contributors

203

Organizations

50

Software value

$13M

Mesos

Apache Mesos

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