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Table 3 Recommendations for V, E, and adj depending on workload and computed metric

From: Compile- and run-time approaches for the selection of efficient data structures for dynamic graph analysis

Metric

Constant workload (MD)

Non-constant workload (FB)

 

V

E

adj

V

E

adj

All-pairs shortest paths

A

HM

AL

HAL

HAL

LL

Assortativity

A

HM

A

HAL

HAL

A

Betweenness centrality

HAL

HM

AL

LL

HAL

LL

Clustering coefficient

A

HM

A

HAL

HAL

AL

Degree distribution

A

HM

A

HAL

HAL

AL

Rich-club connectivity

A

HM

AL

HAL

HAL

AL

Connected components

A

HM

AL

HAL

HAL

AL