Product
PRODUCT
Live migration for CPU and GPU containers.
Save · migrate · resume — drop-in for k8s & SLURM, zero code changes.
How it works
save → migrate → resume
→
Performance
improve performance, reduce cost
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Orchestration
real-time compute orchestration
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Reliability
increase availability & uptime
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Use cases
USE CASES
Automation across every workload.
From spot reclaim to long-running training and biotech compute.
Elastic Inference
elastic provisioning, lower cost per token
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Automatic Spot
unbreakable spot capacity
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Computational Bio
supercharge HPC for research
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Distributed Training
no-restart multi-node training
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Solutions
SOLUTIONS
GPU infrastructure for every workload.
Purpose-built paths for inference platforms, GPU clouds, and research computing.
Inference Providers
maximize tokens and margin per GPU
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NeoClouds
raise fleet utilization and revenue per MW
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Digital-Native & Consumer Tech
cut cold starts and warm-pool waste
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Research Computing
raise utilization across shared GPU clusters
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Pharma & Biotech
keep long-running R&D workloads progressing
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Resources
RESOURCES
Engineering notes and measured performance.
Read field reports, technical essays, and GPU benchmark results.
Blogs
engineering notes and field reports
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Benchmarks
measured GPU cold-start performance
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Company
COMPANY
Building the OS for AI factories.
Engineering team building in the open. Read insights, join us.
About
mission & team
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Careers
open roles on LinkedIn
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Docs
DARK
LIGHT
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Product
How it works
Performance
Orchestration
Reliability
Use cases
Elastic Inference
Automatic Spot
Computational Bio
Distributed Training
Solutions
Inference Providers
NeoClouds
Digital-Native & Consumer Tech
Research Computing
Pharma & Biotech
Resources
Blogs
Benchmarks
Company
About
Careers
Docs
Login
Schedule demo
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· author
Vikram Sharma Mailthody
NVIDIA
Posts · 00
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