Architecture

Core technology behind Vertex Ecosystem


The platform operates on a peer-to-peer network leveraging a custom protocol called GridLink. GridLink dynamically discovers available GPUs and establishes secure, low-latency connections. This architecture removes single points of failure and ensures high availability across the system.


Idle GPUs are integrated into the network via the EdgeNode client. This lightweight software runs minimal background processes and uses a predictive algorithm called QuantumMesh to anticipate demand, ensuring optimal resource utilization. GPUs report their availability, specifications, and thermal status in real time.


A distributed AI-powered scheduler powers HiveMind Engine For Computing Resource Orchestration. HiveMind uses neural topology mapping to allocate workloads intelligently, balancing computational loads while minimizing latency. It also supports cross-node task migration, enabling seamless scaling for complex jobs.


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