Resource Management and Data Distribution

Cerebrum employs intelligent algorithms and technologies to optimize resource allocation and data transfer:

• Intelligent Resource Grouping: Resources are grouped based on factors such as connectivity speed, geolocation, and hardware specifications. This strategy minimizes bottlenecks and reduces latency.

• Nomad Cluster Management for Distribution: Nomad technology ensures data can travel along multiple paths. This redundancy enhances fault tolerance, improves load distribution, and reduces overall latency.

• High-Performance, Secure Communication: Kernel-level VPNs using secure protocols ensure maximum security without compromising network speed.

• Cerebrum Agent and Docker Container Security: The Cerebrum agent, installed on end-user machines, prevents unauthorized containers from running on hired GPUs. Additionally, data exchanged between worker nodes is encrypted within the Docker filesystem.