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CASE STUDY

Large-Scale Data Center Deployment for Specialized Compute

Built and operated large-scale, high-density compute infrastructure, supporting thousands of specialized nodes with optimized power and networking.

Situation

To operationalize hardware acceleration, the client required large-scale, high-density compute infrastructure with optimized power, rack, and networking design.

Solution

Executed end-to-end data center and infrastructure deployment supporting high-density accelerator clusters with optimized rack layouts, power distribution, and networking architectures.

OUTCOMES

99.9% uptime
compute operations
35% denser
rack density
10000+ nodes
production clusters
Isolated networks
for workload stability
50% faster
cluster rollout

Challenges

Power

  • High-density power demands

Deployment

  • Rapid rollout pressure

Networking

  • High-throughput network demands

Solutions

01

Accelerator Node Architecture

Designed and deployed custom server configurations housing multiple accelerators per node.

  • Integrated multi-accelerator server layouts
  • Optimized compute-per-node density
  • Standardized deployment configurations
02

Cluster-Scale Infrastructure Expansion

Scaled infrastructure to 10,000+ physical compute nodes.

  • Coordinated large-scale node provisioning
  • Standardized rack deployment workflows
  • Enabled rapid infrastructure scaling
03

High-Density Rack Engineering

Implemented high-density rack configurations.

  • Increased rack-level compute density
  • Optimized airflow routing strategies
  • Improved rack utilization efficiency
04

Cooling/Power Optimization

Optimized cooling and power distribution strategies.

  • Balanced thermal load across racks
  • Reduced power inefficiencies
  • Improved operational stability
05

Network Segmentation Strategy

Implemented network segmentation for workload isolation and efficiency.

  • Isolated high-throughput workloads
  • Reduced network contention risks
  • Improved cluster-level performance
06

Supply Chain Enablement

Established global supply chain operations to support hardware manufacturing and deployment.

  • Coordinated international component sourcing
  • Enabled predictable deployment timelines