Since graph data is stored irregularly, this leads to irregular memory access patterns, degrading computational efficiency and increasing energy consumption.

Graph algorithms and network analysis form the backbone of modern computational techniques used to decode the complex structures and dynamic behaviours exhibited by diverse real-world networks.