Shortest path algorithms form the backbone of network optimisation, providing solutions for the minimum‐cost routes between nodes in a graph. Classical approaches such as Dijkstra’s algorithm and the ...

Betweenness centrality is one of the key measures of the node importance in a network. However, it is computationally intractable to calculate the exact betweenness centrality of nodes in large-scale ...

In recent years, the Massively Parallel Computation (MPC) model has gained significant attention. However, most of distributed and parallel graph algorithms in the MPC model are designed for static ...