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Authors: William Wang
2023-04-21

tldr - powered by Generative AI

Volcano is a cloud-native batch system that provides a unified job scheduling and management solution for Kubernetes clusters. It is designed to be scalable, flexible, and extensible, and it supports a wide range of workloads, including machine learning, data processing, and scientific computing.
  • Volcano is a cloud-native batch system that provides a unified job scheduling and management solution for Kubernetes clusters.
  • It is designed to be scalable, flexible, and extensible, and it supports a wide range of workloads, including machine learning, data processing, and scientific computing.
  • Volcano has several features that make it a powerful tool for managing batch workloads, including job scheduling, resource management, and job dependencies.
  • Volcano is used by a diverse group of users, including those in the AI and data areas, and it has a large and active community of contributors.
  • Volcano integrates with a variety of other tools and platforms, including Spark, Argo, and Airflow.
  • Volcano provides documentation and support for a wide range of training operators, including TensorFlow, MXNet, and MPI.
Authors: Klaus Ma
2022-05-18

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Volcano is a cloud-native batch system for intelligent workloads such as HPC, AI, and big data. It addresses gaps in the cloud-native ecosystem for batch workloads, including job management, scheduling, support for different workloads, dynamic resource scheduling, and performance.
  • Volcano is a cloud-native batch system for intelligent workloads such as HPC, AI, and big data
  • It addresses gaps in the cloud-native ecosystem for batch workloads, including job management, scheduling, support for different workloads, dynamic resource scheduling, and performance
  • Volcano includes several components for multi-cloud scenarios, such as the job, queue, and controller
  • Volcano scheduler is built based on the cool batch, but introduces more scheduling algorithms and performance enhancements
  • Volcano was open-sourced in 2019 and donated to CNCF in 2020, and is now a graduated incubator project