Cloud-based AI Data Center Solution

d.run delivers a solution for cloud-based AI data centers, enabling unified scheduling and efficient sharing of heterogeneous computing resources. With metered billing, elastic provisioning, and integrated LLM services, it transforms idle computing power into quantifiable AI productivity.

Challenges

Fierce competition in the leasing market

Demand shifts from "having" to "effective."
Numerous providers flood the market, driving bare-metal leasing into price wars.

Issues from compute resources to productivity

Hardware-software compatibility issues among GPUs, LLMs, databases, and applications need urgent improvement.

Average computing power utilization is just 30%

AI data centers lack specialized technical suppliers, leading to idle equipment and resource waste.
Most AI data centers have a single-service model, failing to meet diverse client demands.

Complexity in operations management

Compute sharing requires balancing resource contention and underutilization, while visualized operations and fine-grained billing are critical.
Resource sharing must guarantee tenant data isolation to prevent data leaks and unauthorized access.

Solution and advantages

Easily launch your cloud AI leasing services

Cloud-based AI service provisioning and online monetization can multiply your hardware ROI.
Unified O&M with comprehensive safeguards eliminates maintenance/upgrade concerns.

Slicing & sharing boosts your GPU utilization

Time-sharing allocation enhances resource utilization and operational ROI.
Granular slicing enables 1% computing power, 1MB VRAM provisioning for multi-service consolidation.

Out-of-the-box model services that turn computing power from available to easy-to-use

Diverse model options with deployment cycles in minutes.
Heterogeneous GPUs transparently adapt to various business scenarios, eliminating client-side awareness.

Model Marketplace – Selecting a model is as easy as ordering takeout, enabling a variety of AI scenarios. Model services can run on heterogeneous GPUs.

Expert operations ensure secure procurement andreliable utilization

Multi-tenant isolation ensures zero cross-tenant interference.
Flexible, transparent billing with real-time bill updates.

Cases

Shanghai Foundation Model Innovation Center (SMC)

DaoCloud provides SMC with an integrated platform for computing power demanders, suppliers, and managers. With computing resource management and intelligent supply-demand matching, it achieves efficient collaboration and closed-loop operation. Combined with a comprehensive AI development toolchain and model services, SMC builds a full-stack ecosystem empowering computing, models, and applications.