Networking

The OpenVector network employs distinct networking technologies tailored to the requirements of its two subnet types: Subnet A for low-latency applications and Subnet B for non-latency-critical use cases.

Subnet A: High-Speed Connectivity with InfiniBand

Subnet A leverages InfiniBand, a leading implementation of Remote Direct Memory Access (RDMA), to enable high-speed, low-latency networking. InfiniBand is specifically designed for high-performance computing and data center environments, making it an ideal choice for latency-critical operations such as inference.

Subnet B: Standard Internet Connectivity for Scalability

Subnet B employs standard internet connectivity, prioritizing accessibility and scalability over low-latency performance. This configuration is well-suited for non-latency-critical use cases, such as decentralized training, where real-time responsiveness is not a primary concern. While Subnet B does not achieve the ultra-low latency of InfiniBand, its design ensures that OpenVector remains accessible to a broader range of participants, balancing cost, scalability, and functionality for non-latency-sensitive computations