Parasail Blog
Product updates, engineering deep dives, and thought leadership from the Parasail team.
Parasail to Combine NVIDIA AI Infrastructure with d-Matrix Accelerators to Achieve 10x Faster Token Generation
Parasail to deliver faster, more cost-efficient tokens by pairing NVIDIA Hopper and Blackwell GPUs with d-Matrix Corsair accelerators
ProductBeyond the frontier: How to build a defensible AI inference infrastructure
Closed model dependency is becoming structural liability. Here's the framework for building a reliable AI inference architecture.
ProductFaster autoscaling for vLLM: Restoring from snapshots instead of starting cold
Cold-start latency is one of the biggest bottlenecks when scaling inference. Parasail's model snapshotting saves and restores CPU and GPU process state to bring vLLM replicas online 3-5x faster than rebuilding from scratch.
EngineeringMost inference commits are broken. Here's how we fixed ours.
Most inference commits lock you to hardware you'll outgrow and a model you'll want to swap. We structured Parasail's commit around dollars of inference, not a SKU, so it flexes as your usage and the frontier change.
ProductThe idle GPU tax: What it is, why it’s getting worse, and how you can fix it
Learn what the idle GPU tax is, what it costs, and how usage-based billing on dedicated endpoints helps you avoid it altogether.
EngineeringParasail and Neuralwatt: More Inference from Every Watt
Neuralwatt's energy intelligence is now running in Parasail's fleet, routing compute to the most efficient GPUs and pulling more inference out of every watt.
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