Capabilities
NeuralMesh™ by WEKA® organizes its capabilities into five key components—Core, Accelerate, Deploy,
Observe, and Enterprise Services—that work together to fuel high-performance AI at any scale.
Resilient architecture that improves with scale
Software-Defined Architecture
Deploy anywhere on a software-defined architecture that delivers high-performance storage.
Multitenancy & Isolation
Secure operations with ironclad tenant isolation and role-based access controls that are efficient and compliant.
Integrated Data Protection
Protect your data with patented erasure coding and rapid file-level rebuilds—without slowing performance.
Cloud Auto Scaling
Scale resources dynamically—up or down—to match your needs and optimize costs.
Flexible Failure Domains
Recover quickly by localizing rebuilds for fast, resilient recovery and zero performance loss, even during multiple failures.
Load Balancing
Distribute workloads intelligently and maintain consistent, resilient, and high-speed performance at any scale.
Modern Data Structures
Eliminate metadata bottlenecks with parallelized, hash-based structures for massive directory scale and concurrency.
Delivers unmatched I/O performance and GPU efficiency
Zero-Copy Architecture
Read and write data directly from storage—no duplication, no silos—boosting throughput while reducing latency.
Zero-Tuning Performance
Optimize workload performance automatically with no manual tuning, for any access pattern or file size.
Virtual Metadata Servers
Distribute metadata with dynamic rebalancing across all nodes to ensure low latency—even with billions of files.
Flexible Protocol Support
Unify access with built-in POSIX, NFS, SMB, and S3 support in a single namespace ensuring consistent high performance.
POSIX Kernel Bypass + SPDK/DPDK
Bypass the kernel to remove interrupt latency and ensure ultra-low I/O latency.
Load Balancing Writes
Stripe writes across failure domains and route them to the fastest nodes—enabling parallel, fast, and single-hop I/O.
Adaptive Caching
Accelerate small file performance with local page and metadata caching while keeping data consistent everywhere.
Cloud-native, containerized, and composable by design
Fully Containerized Microservices
Run every function as an independent container for modular upgrades, rapid scaling, and granular resource assignment.
Run Anywhere Architecture
Deploy anywhere—bare metal, cloud, or hybrid—with identical software and performance.
Cloud Portability
Achieve consistent performance and features across AWS, Azure, GCP, OCI, Neoclouds, or on-prem—no refactoring needed.
Deep telemetry and real-time visibility across environments
Telemetry & Management
Monitor cluster health, resource use, and performance in real time with built-in telemetry and observability tools.
Logs, Traces, & Metrics
Track structured logs, distributed traces, and metrics for comprehensive monitoring and fast troubleshooting.
Snapshot Difference & Change Tracking
Identify changes instantly across snapshots—no file tree walking needed—for audit, DR, and data cataloging.
Latency-Aware Rebalancing
Automatically optimizes performance using latency histograms to rebalance load and move metadata processes across nodes.
Integrated capabilities for resilience, compliance, and efficiency
Snapshots and Clones
Create instant, space-efficient snapshots and clones to support restore, migration, and dev/test pipelines without degrading performance.
Snap-to-Object & Remote Backup
Replicate snapshots incrementally to object storage for fast, cost-effective backup, DR, and hybrid cloud restore.
Integrated Tiering
Tiers cold data to object storage while keeping hot data and metadata on NVMe to ensure top performance.
Encryption & Key Management
Encrypt data end-to-end with FIPS 140-3 Level 1 and integrated key management—at rest, in motion, and in the cloud.
Data Reduction
Reduce your storage footprint up to 10x with inline compression and deduplication—without impacting performance.
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