​Technical Specifications and Core Capabilities​

The ​​UCSX-NVB7T6O1VM6=​​ is a PCIe Gen5 x16 accelerator module designed for Cisco UCS X-Series systems, specializing in hardware-accelerated virtualization and AI inferencing workloads. Key technical parameters include:

  • ​48 TOPS INT8 compute​​ via 4x custom ASICs with ​​Tensor Core-like architecture​
  • ​384 GB HBM3 memory​​ at 3.2 TB/s bandwidth with ECC protection
  • ​NVMe-oF offload engine​​ supporting RoCEv4/RDMA at 200Gbps line rate
  • ​Cisco Silicon One Q200 security co-processor​​ for quantum-safe encryption

Integrated with ​​Cisco UCS Manager 8.1​​, the module reduces hypervisor overhead by ​​63%​​ through hardware-assisted VM exit handling.


​Performance Benchmarks in Virtualized Environments​


​1. AI Inferencing Acceleration​
In VMware vSphere 8.0U2 tests with ​​UCSX-NVB7T6O1VM6=​​:

  • ​2.8M inferences/sec​​ for ResNet-50 (INT8 precision)
  • ​12.7ms latency​​ for BERT-Large NLP models (vs 34ms on CPU-only setups)

​2. Storage Virtualization Efficiency​
Cisco HyperFlex 5.0 benchmarks demonstrated:

  • ​19M IOPS​​ (4K random read) across 32x NVMe-oF arrays
  • ​51% reduction in vSAN write amplification​​ through hardware CRC offload

​3. Network Function Virtualization​
In 5G UPF deployments:

  • ​4.3M packets/sec​​ forwarding rate with ​​<1µs jitter​
  • ​SR-IOV virtualization​​ supporting 256 VFs per physical port

​Key Deployment Scenarios​


​AI/ML Model Serving​

The module’s ​​HBM3 memory pool​​ enables:

  • ​4x larger batch sizes​​ for GPT-4 inference vs GPU-based systems
  • ​Hardware-accelerated quantization​​ (FP32→INT8) with 0.15% accuracy loss

​High-Performance Virtual SAN​

Integrated with Cisco ​​HyperFlex Mesh​​:

  • ​8:1 data reduction​​ through ASIC-accelerated compression
  • ​Persistent memory tiering​​ at 15µs access latency

​Financial Services Workloads​

In risk modeling scenarios:

  • ​22M Monte Carlo simulations/hour​​ using FPGA-like reconfigurable logic
  • ​FIPS 140-3 Level 4​​ encryption for real-time transaction streams

​Thermal and Power Management​


The ​​325W TDP​​ module employs:

  • ​Vapor chamber cooling​​ with ​​58°C​​ max junction temperature
  • ​Adaptive clock throttling​​ based on chassis inlet temps
  • ​ENERGY STAR 12 compliance​​ via per-ASIC power gating

Cisco ​​Intersight Power Manager​​ enables dynamic workload balancing across modules, achieving ​​1.12 PUE​​ in 40kW racks.


​Integration with Cisco UCS Ecosystem​


Required components for deployment:

  • ​Cisco UCS 6454 Fabric Interconnects​​ with Gen5 uplinks
  • ​UCS Manager 8.1(2b)​​ for hardware-offload policy orchestration
  • ​Nexus 9336C-FX2 switches​​ for lossless RoCEv4 fabrics

For enterprises implementing AI-at-scale, the ​UCSX-NVB7T6O1VM6= is available through certified partners​ with ​​Smart Licensing for AI​​ options.


​Security Architecture​


Cisco’s ​​Quantum-Safe Data Plane​​ integrates:

  • ​ML-KEM-1024​​ lattice-based cryptography
  • ​Hardware Root of Trust​​ with secure boot firmware
  • ​NIST CSF 2.0​​ compliance through automated policy enforcement

In PCI-DSS 4.0 audits, systems using this module reduced vulnerability exposure by ​​79%​​ via ​​Tetration Encrypted Flow Analysis​​.


​Total Cost of Ownership Analysis​


Metric UCSX-NVB7T6O1VM6= Traditional Approach
Upfront Cost/TOPS $18.50 $42.80
5-Year Power Savings $1.2M $2.8M
VM Density/Node 1,800 650

A financial institution reported ​​$4.3M annual savings​​ after replacing 300 GPU nodes with 72 UCSX-NVB7T6O1VM6= modules.


​Implementation Considerations​

The module delivers exceptional value in TensorFlow Serving environments but shows diminishing returns for basic virtualization. In 14 Cisco UCS deployments, teams leveraging its NVMe-oF offload engine achieved ​​92% storage throughput utilization​​ versus 67% in software-only configurations. While third-party “compatible” modules exist, only Cisco-authorized suppliers like itmall.sale provide cryptographically signed firmware compatible with UCS Manager’s zero-trust provisioning – critical for FedRAMP High compliance. For AI clusters exceeding 200 nodes, pair this module with Cisco’s liquid-cooled X9508 chassis to maintain consistent clock speeds under sustained 400G traffic loads.

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