Volcano
An open-source batch scheduling system for Kubernetes that supports scheduling capabilities for AI and big-data workloads, such as gang scheduling.
Timeline (last 90 days)
Open-source solutions such as Volcano and Gang Scheduling already have precedents for concepts like queues, fair share, and preemption; KAI Scheduler's differentiator is its native integration with GPU fractionalization and the quota system.
Schedulers such as Volcano (a CNCF project) and Run:ai provide features including GPU sharing, preemptive scheduling, and elastic scaling.
Volcano和Run:AI等专为AI负载设计的调度器提供了Gang Scheduling和公平共享队列等高级功能
All Facts (5)
Volcano是华为贡献给CNCF的批量计算调度引擎
90%UnverifiedCube Studio 集成了 Volcano 等批量调度器用于优化GPU资源利用
80%UnverifiedOpen-source solutions such as Volcano and Gang Scheduling already have precedents for concepts like queues, fair share, and preemption; KAI Scheduler's differentiator is its native integration with GPU fractionalization and the quota system.
50%UnverifiedSchedulers such as Volcano (a CNCF project) and Run:ai provide features including GPU sharing, preemptive scheduling, and elastic scaling.
50%UnverifiedVolcano和Run:AI等专为AI负载设计的调度器提供了Gang Scheduling和公平共享队列等高级功能
50%