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Neel Master

Cedana CEO
Posts · 02
Blueprint schematic of six condo nodes in three owner groups. Owner jobs hold their own nodes, scavenger work fills the idle gaps between them with a checkpoint mark at each preemption instead of lost work, and one preempted job resumes on another group's node.Dark-theme blueprint schematic of six condo nodes in three owner groups. Owner jobs hold their own nodes, scavenger work fills the idle gaps between them with a checkpoint mark at each preemption instead of lost work, and one preempted job resumes on another group's node.

Preempted, not lost: scavenger jobs on condo nodes

Cedana saves the preempted job's work, lets the owner run, and resumes the job when resources free up.

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Blueprint schematic of an eight-GPU node beside a stacked model portfolio that exceeds the node capacity line, with checkpoint and restore arrows swapping the resident model.Dark-theme blueprint schematic of an eight-GPU node beside a stacked model portfolio that exceeds the node capacity line, with checkpoint and restore arrows swapping the resident model.

Serve a Portfolio of Coding Models on a Single Node with NVIDIA Dynamo, NeMo Switchyard and Cedana

Host a portfolio of frontier coding models on one 8x B200 node. NVIDIA Dynamo serves, NeMo Switchyard routes and escalates, and Cedana switches models in about a minute with sessions intact.

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