graph-stream-sketch's Introduction

Fast and Accurate Graph Stream Summarization

GSS.h

Graph Stream Sketch user interface:

insert: Insert one item
edgeQuery: Edge Query
transquery: Reachability Query
nodeValueQuery: Node Value Query to compute the summary of the weights of all edges with s1. When s1 is the source node,type = 0. s1 is the destination node,type = 1.
nodeDegreeQuery: Node Degree Query to compute the number of the precursors(type=1)/successors(type=0) of s1.
nodeSuccessorQuery: Query for the successor of a given node
nodePrecursorQuery: Query for the precursor of a given node
TriangleCouning: Count the number of triangles in a graph Details can be seen in the comments in the code

GSS_label.h

Graph Stream Sketch for subgraph matching, revised a bit for label storage. It takes integer as node ID and labels. The node ID should be int type from 1 to n where n is the number of nodes, so is the queried graph. ID map may be needed when using it.

TCM.h

TCM user interface:

insert : Insert one item
edgeQuery(string s1, string s2) : Edge Query
transquery: Reachability Query
nodeValueQuery: Node Value Query to compute the summary of the weights of all edges with s1. When s1 is the source node,type = 0. s1 is the destination node,type = 1.
nodeDegreeQuery: Node Degree Query to compute the number of the precursors(type=1)/successors(type=0) of s1.

ListGraph.h

Adjacency list to store graph

hashfunction.h

hashfunction

hashTable.h

hashTable

The code of TRIEST in experiment of the paper is downloaded from https://github.com/aepasto/triest provided by the authors. The code for SJtree is on https://github.com/Puppy95/timingsubg. Further arrangement of the code will be made before publication.

Recommend Projects