Heterogeneous compute infrastructure

ZHIJIAN
COMPUTE

Match AI, rendering, media, container, and distributed workloads to the hardware that fits them.

Route a workload

AI inference Routes toward available GPU and Apple Silicon capacity according to workload requirements.

Apple Silicon devices, NVIDIA GPU servers, workstations, and general compute devices connect through one compute fabric to multiple workload types.

The workload decides the hardware.

We combine different compute resources instead of forcing every task onto one architecture.

AI inference

Deploy inference tasks across suitable GPU or Apple Silicon resources.

Model training

Run supported training workloads on NVIDIA GPU server capacity.

Image & video rendering

Distribute rendering jobs across workstations and compatible compute nodes.

Video transcoding

Parallelize media processing for repeatable, batch-oriented pipelines.

Container tasks

Schedule containerized jobs across available general and specialized compute.

Distributed compute

Break larger jobs into coordinated tasks across multiple devices.

A mixed fleet, built to keep expanding.

Current resources include Apple Silicon devices, NVIDIA GPU servers, workstations, and other general compute devices, with ongoing batch expansion capability.

Resource Workload fit Capacity model
Apple Silicon Apple-native AI, media, and parallel task workflows Expandable device fleet
NVIDIA GPU servers AI inference, model training, and CUDA workloads GPU server pool
Workstations Rendering, engineering tools, and specialized applications Task-oriented nodes
General compute Containers, transcoding, and CPU-heavy distributed tasks Flexible compute fleet

Compute infrastructure for practical production work.

Zhejiang Zhijian Shangjia Network Technology Services Co., Ltd. builds and operates heterogeneous compute resources for AI, media processing, rendering, containers, and distributed workloads.

Tell us what needs to run.

Share the workload, preferred hardware, deployment scope, and expected capacity. Our team will respond to infrastructure and partnership enquiries.

Zhejiang Zhijian Shangjia Network Technology Services Co., Ltd.