Pain points: Game stuttering, high latency, expensive hardware and poor cross-device compatibility.
Solution:
High-density PC Farm clusters (4U4, 6U6, 6U8 and more) equipped with high-clock-speed CPUs (Intel i9/i7) and high-end graphics cards, delivering low-latency data transmission over 10GbE fiber network cards.
Deploying PC Farm at edge nodes cuts the cost per stream by more than 50%, sustains stable 1080P/60FPS gameplay and lets mobile users launch AAA titles instantly.
Remote out-of-band management keeps the cluster running 24/7, while redundant power supplies and fluid-dynamics cooling design prevent downtime.
Results: Deployed on all major cloud platforms in China, serving more than 100,000 concurrent users at end-to-end latency <50ms.

Pain points: Data security risks, complex IT operations and low hardware utilization.
Solution:
A centralized PC Farm computing pool delivers remote desktops at high frame rates (144FPS) and 4K image quality through a dedicated streaming engine, with WAN latency <10ms.
A built-in three-role administration model (administrator / auditor / security officer) provides centralized document storage, peripheral control and operation-log auditing, meeting the requirements of sensitive industries such as finance and design.
Results: Mobile devices gain remote access to high-performance computing power, no data is ever stored on the endpoint, and virus protection is improved by 90%.

Pain points: Slow rendering, costly hardware refresh cycles and difficult multi-threaded task scheduling.
Solution:
Rack-mounted PC Farm supports hot-swappable multi-node deployment and flexible multi-GPU configurations, with a peak power draw of 450W per node.
Combined with a cloud streaming protocol, it transmits 4K/144Hz visuals, achieving 98% consistency between cloud-rendered and local output.
Results: Ideal for film and TV visual effects and architectural BIM modelling — resource utilization up 40% and project delivery cycles shortened by 30%.

Pain points: Insufficient computing power at the edge, limited network bandwidth and difficult maintenance.
Solution:
PC Farm 4.0 supports multi-node stacking and plug-and-play deployment, with remote BIOS management over the IPMI protocol.
PC Farm powers edge cloud esports platforms that cover low-latency zones (<2ms) and support VR.
Results: Cuts hardware investment for internet cafés and esports hotels by 60%, enables computing power leasing on demand and improves asset security.

Pain points: Surging computing demand for large-model training and communication bottlenecks in traditional cloud architectures.
Solution:
PC Farm clusters support scheduling across thousands of accelerator cards and converge heterogeneous resources through a computing-network brain, tripling training efficiency.
FP8 mixed-precision training is supported with a gradient overflow rate <0.5%, and the platform is compatible with domestic (Xinchuang) IT infrastructure.
Results: Suited to autonomous-driving model training and medical imaging analysis, raising cross-region computing power scheduling efficiency by 40%.