Description: Linear consensus is a consensus model that ensures a linear progression of states among all nodes in a distributed system. This approach is fundamental to ensuring that all participants in the network reach an agreement on the state of the system, which is crucial in environments where consistency and coordination are essential. In a linear consensus system, each node must follow a sequence of events that occur in a specific order, allowing all nodes to maintain a coherent view of the system’s state. This model is based on the idea that nodes must communicate with each other to validate and agree on the current state, thus avoiding divergence in information. Implementing linear consensus can be complex, as it requires mechanisms to handle node failures and ensure that communication between them is reliable. However, its ability to provide a clear and predictable order of events makes it an attractive option for critical applications in distributed computing. In summary, linear consensus is a cornerstone in building robust distributed systems, where data integrity and consistency are paramount.