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.
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Discover the operational management functions of Coaster, the advanced container platform
Divides the utilization and memory of a single GPU unit into 100 blocks
Inquires about and allocates computing resources across the entire cluster with extended Kubernetes commands
Assigns policies to individuals and groups
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
Ready to find out more about Coaster?
Reach out with your questions about Coaster.
We are here to assist you on your journey of AI development and operation.
