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.

“By optimizing inference at scale and embedding ultra-low latency NVMe storage close to the GPUs, organizations can unlock more bandwidth and extend the available on-GPU memory for any capacity. Partner solutions like WEKA’s NeuralMesh Axon deployed with CoreWeave provide a critical foundation for accelerated inferencing while enabling next-generation AI services with exceptional performance and cost efficiency.”

Marc Hamilton
VP of solutions architecture and engineering at NVIDIA

See How They’re Deployed

View Deployment Architectures for NeuralMesh and NeuralMesh Axon

“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

“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 No 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.