Webstream consists of a sequence of updates to a graph, i.e., edges are added and removed. The goal is to compute properties of this evolving graph without storing the entire graph. … WebDOI: 10.1109/ICDE.2024.00103 Corpus ID: 52158749; Fast and Accurate Graph Stream Summarization @article{Gou2024FastAA, title={Fast and Accurate Graph Stream Summarization}, author={Xiangyang Gou and Lei Zou and Chenxingyu Zhao and Tong Yang}, journal={2024 IEEE 35th International Conference on Data Engineering (ICDE)}, …
Graph Sketches: Sparsification, Spanners, and Subgraphs
Websurvey on mining and querying graph streams can be found as well [24]. Surprisingly, none of the previous work has fo-cused on the query estimation issue on large graph streams. On the other hand, sketch synopses, including but not limited to AMS [5], Lossy Counting [23], CountMin [14] and Bottom-k [11], have proven to be effective data ... Websurvey on mining and querying graph streams can be found as well [24]. Surprisingly, none of the previous work has fo-cused on the query estimation issue on large graph … small clean weather not working
Sudipto Guha
WebNov 30, 2011 · However, the sheer size and dynamic nature of graph streams present an enormous challenge to existing graph management techniques. In this paper, we propose a new graph sketch method, gSketch, which combines well studied synopses for traditional data streams with a sketch partitioning technique, to estimate and optimize the … WebMassive graphs arise in any application where there is data about both basic entities and the relationships between these entities, e.g., web-pages and hyperlinks; neurons and … Webstream consists of a sequence of updates to a graph, i.e., edges are added and removed. The goal is to compute properties of this evolving graph without storing the entire graph. Sketches are im-mediately applicable for this task since the linearity of the sketch ensures that the sketch is updatable with edge deletions canceling something that is cold long word