Akash Network connects users with independent providers of GPU and CPU infrastructure. Customers specify compute requirements and deploy containerized workloads through its marketplace, while providers offer available hardware capacity. The platform supports AI inference, model training, and distributed workloads, including multi-node Ray clusters.