Coaster: An expanded Kubernetes
container platform
Coaster offers optimal GPU and container management with Kubernetes client. Experience enhanced user management functions, including efficient GPU resource allocation, streamlined infrastructure operations, scheduling, and user entitlement management.
Discover the operational management functions of Coaster, the advanced container platform
| Service | Details |
|---|---|
| GPU fragmentation | Divides the utilization and memory of a single GPU unit into 100 blocks |
| GPU resource inquiry and allocation | Inquires about and allocates computing resources across the entire cluster with extended Kubernetes commands |
| User entitlement management - individual and group | Assigns policies to individuals and groups |
| Job scheduling and priority management | Uses Kubernetes-based job scheduler to automatically initiate jobs, with added flexibility for manual re-prioritization by operators through GUI |
Maximize GPU resource efficiency with Coaster's fragmentation
Coaster empowers you to divide the utilization and memory of a single GPU unit into 100 blocks, enabling efficient multi-container deployment. By preventing resource interference between containers, Coaster enhances stability and facilitates concurrent operation of multiple processes.
Not only was the performance significantly enhanced by approximately 91%, but even as the process scaled up, there was no impact on the AI training time in the Coaster environment. Furthermore, there was no performance difference when comparing five processes run concurrently to a single process.
Enhance Kubernetes utility with GPU resource inquiry and allocation functions
Utilize extended Kubernetes commands in the Coaster environment to gain comprehensive insight into cluster computing resources. Additionally, enhance resource utilization by allocating GPU resource in 100 blocks using the GPU fragmentation method. Unleash the full potential of Kubernetes with Coaster.
Streamline resource access for user groups
Enhance resource management efficiency by grouping users with shared policies. Collectively manage their entitlement to access resources like namespaces, shared storage, image registry, and server nodes. Optimize your resource efficiency with Coaster.
Resource Group Controller
Explore Coaster's open-source projects
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Reach out with your questions about Coaster. We are here to assist you on your journey of AI development and operation.
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