Unified Control Across Your Infrastructure
GPU Fleet Management
Monitor and manage all your GPUs from a single dashboard. Track utilization, temperature, and memory across your entire fleet.
Job Packing
Intelligently pack multiple workloads onto shared GPUs to maximize utilization and eliminate idle capacity.
Smart Scheduling
Proprietary scheduling algorithms that optimize job placement based on resource requirements and cluster state.
Kubernetes Native
Deploy as a Kubernetes operator with native CRDs for seamless integration with your existing infrastructure.
Multi-Tenant Isolation
Secure workload isolation with resource quotas, namespaces, and fine-grained access control policies.
Cost Analytics
Track compute costs per team, project, or workload with detailed breakdowns and optimization recommendations.
Powerful Cluster Management for On-Premises Deployments
Maximum GPU Utilization
Bring Cumulus platform optimizations to your on-premises infrastructure. Our proprietary scheduling and prediction algorithms intelligently pack jobs across your GPUs, ensuring every card runs at full capacity. The same technology that powers our cloud platform now maximizes the value of your physical hardware.
Complete Visibility
Real-time monitoring across all clusters and nodes. Track GPU utilization, performance, and costs with unified dashboards.
GPU Profiling & Sharing
Share GPU profiles, benchmark results, and optimization strategies. Build collective knowledge for faster optimization.
Predictive Orchestration
AI-powered cluster management with demand forecasting. Predictive models optimize provisioning and reduce costs.
One-Click Spillover Compute
One-Click Spillover Compute
When your cluster capacity is exceeded, harness additional compute with a single click. Automatically spin up resources from our liquid GPU marketplace to handle spillover workloads. Seamlessly scale beyond your local capacity without manual intervention.
Automatic Compute Selling
Automatic Compute Selling
Enable automatic selling of your idle compute back to the marketplace. Set policies to automatically offer excess capacity when your cluster is underutilized, turning idle resources into revenue while maintaining availability for your workloads.
AI Agent Monitoring
AI Agent Monitoring
Monitor and debug AI agents running across your clusters. Track agent behavior, decision-making patterns, and resource consumption in real-time. Understand what your agents are doing and optimize their deployment across cluster nodes for better performance.
One-Click Fine-Tune & Deploy
One-Click Fine-Tune & Deploy
Fine-tune and deploy models with a single click. Complete the entire pipeline from fine-tuning to production deployment in one action. Automatically configure scaling, load balancing, health checks, and rollback capabilities across your clusters.
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