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
Challenges
Power
- •High-density power demands
Deployment
- •Rapid rollout pressure
Networking
- •High-throughput network demands
Solutions
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
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
High-Density Rack Engineering
Implemented high-density rack configurations.
- Increased rack-level compute density
- Optimized airflow routing strategies
- Improved rack utilization efficiency
Cooling/Power Optimization
Optimized cooling and power distribution strategies.
- Balanced thermal load across racks
- Reduced power inefficiencies
- Improved operational stability
Network Segmentation Strategy
Implemented network segmentation for workload isolation and efficiency.
- Isolated high-throughput workloads
- Reduced network contention risks
- Improved cluster-level performance
Supply Chain Enablement
Established global supply chain operations to support hardware manufacturing and deployment.
- Coordinated international component sourcing
- Enabled predictable deployment timelines