Skip to main content

 Revolutionizing GPU Resource Management for Datacenter

Azio HPC is a groundbreaking solution designed to maximize the efficiency and return on investment of your GPU infrastructure within AI/HPC datacenters. By optimizing kernel scheduling and leveraging memory-level parallelism, Azio HPC significantly increases GPU throughput and performance per watt, translating directly into reduced operational costs and enhanced computational capabilities.

Key Investment Benefits

Unlocking Peak GPU Efficiency and Throughput

Revolutionizes GPU resource management through advanced kernel scheduling, ensuring that your Streaming Multiprocessors (SMs) are continuously engaged. This leads to a significant increase in GPU throughput and overall computational efficiency, allowing your datacenter to process more workloads with existing hardware.

Strategic Cost Reduction through Energy Efficiency

By optimizing power distribution and managing workloads, ArcHPC reduces energy consumption and heat generation. This directly contributes to lower operational expenditures, improved sustainability metrics, and a more stable and reliable HPC environment, mitigating the risk of hardware failures due to thermal stress.

Maximizing Resource Utilization with Fractionalized GPUs

Traditional job schedulers often lead to underutilization of GPU resources by requiring entire GPUs for even small tasks. ArcHPC overcomes this limitation by enabling fine-grained resource allocation, allowing multiple jobs to efficiently share a single GPU. This fractionalization maximizes GPU utilization and enhances overall system performance, ensuring you get the most out of every dollar invested in hardware.

Dynamic Resource Provisioning for Agile Workloads

AI and HPC applications often have fluctuating GPU resource demands. ArcHPC enables run-time dynamic resource provisioning, eliminating bottlenecks caused by static resource allocation. This adaptability ensures that your GPU infrastructure can seamlessly scale to meet the dynamic needs of your workloads, optimizing performance and preventing underutilization.

A Comprehensive Management Solution

Nexus

Nexus is the core of your HPC environment management, optimizing GPU utilization and performance. It empowers administrators to enhance user and task density, ensuring efficient allocation and management of your valuable GPU assets.

Oracle - In Development

Oracle will automate task matching and deployment across your cluster, further increasing accelerated hardware performance through enterprise-wide scalable controls. This future capability will streamline operations and enhance the strategic value of your GPU infrastructure.

Optimal Scheduling

Reduces latency and task completion times, minimizing computational waste.

Maximized  Uptime

Keeps SMs continuously engaged for enhanced compute efficiency.

Seamless Integration

Installs at the hypervisor level, optimizing tasks as they are deployed to existing job schedulers.

Optimized Environment

Fine-tunes the task environment to maximize GPU throughput.

User-Defined Regulations

Allows infrastructure maintainers to set policies aligned with business objectives.

Key Optimizations & Use Cases

  • L2 Cache Crossbar Latency Reduction: Azio HPC intelligently manages data loading to keep it local to the SMs in its fast-path network, avoiding unnecessary GPU cycles caused by data access through the crossbar.
  • Cross-Cluster Fractionalized GPUs: Enables fine-grained resource allocation, allowing multiple jobs to share a single GPU efficiently, maximizing utilization.
  • Run-time Dynamic Resource Provisioning: Eliminates bottlenecks by adapting to dynamic workloads, ensuring optimal performance and preventing underutilization.
  • Instruction-Level Power/Thermal Regulation: Optimizes power distribution and manages workloads to reduce energy consumption and heat generation, ensuring stable and efficient HPC operations.


Azio HPC Benchmarks

Average Throughput/Merit Performance Increase

Benchmarks consistently show an average increase in throughput across a range of NVIDIA GPU models and configurations, providing clear evidence of performance gains.

Average Training/Compute Time Comparison

Demonstrates a measurable reduction in training times, directly impacting project timelines and operational efficiency.

Innovative Task Flow

Optimize

Nexus manages your HPC environment's compute resources, making live adjustments based on Oracle interactions to maximize utilization and performance thresholds.

Automate

Oracle will automate task matching and deployment by analyzing machine code and latencies, ensuring tasks are executed in optimally tuned HPC environments while adhering to user-defined governance.

Contact Us

Azio HPC represents a strategic investment for datacenters seeking to optimize the GPU infrastructure for AI and HPC. Its advanced features deliver quantifiable improvements in performance, efficiency, and resource utilization, ensuring a robust return on your investment and a competitive edge in the evolving AI landscape.