NeuralMesh Axon Is Here: Purpose-Built for Massive AI Deployments

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NeuralMesh Axon:
Unlock The Full Potential of Your GPUs

Seamlessly fuse compute and storage to shatter AI performance barriers and radically reduce infrastructure and costs.

“Embedding WEKA’s NeuralMesh Axon into our GPU servers enabled us to maximize utilization and accelerate every step of our AI pipelines. The performance gains have been game-changing: Inference deployments that used to take five minutes can occur in 15 seconds, with 10 times faster checkpointing.”

Autumn Moulder
Vice President of Engineering at Cohere

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View Deployment Architectures for NeuralMesh and NeuralMesh Axon

“With WEKA’s NeuralMesh Axon seamlessly integrated into CoreWeave’s AI cloud infrastructure, we’re bringing processing power directly to data, achieving microsecond latencies that reduce I/O wait time and deliver more than 30 GB/s read, 12 GB/s write, and 1 million IOPS to an individual GPU server.”

Peter Salanki
CTO and Co-Founder at CoreWeave

Capability Comparison for NeuralMesh and NeuralMesh Axon

NeuralMesh NeuralMesh Axon
Capability
Physical Footprint Moderate reduction Significant reduction (including rack space, power, cooling, and networking)
Recommended GPU Server Nodes No specific minimum Typically recommended for 128+ GPU nodes
Tiering Support Supported Not recommended
Single Cluster Multi-Client Configuration Supported Not currently supported
Supported Protocols for Direct Data Access POSIX, S3, NFS, SMB POSIX only
Resource Management Flexible Typically managed via Kubernetes or SLURM

Articles and Resources

Discover How NeuralMesh Axon can
Redefine How You Build AI Infrastructure.