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Efficiently answering reachability and path queries on temporal bipartite graphs
Bipartite graphs are naturally used to model relationships between two different types of
entities, such as people-location, authorpaper, and customer-product. When modeling real …
entities, such as people-location, authorpaper, and customer-product. When modeling real …
On Querying Historical Connectivity in Temporal Graphs
We study the historical connectivity query in temporal graphs where edges continuously
arrive. Given an arbitrary time window, and two query vertices, the problem aims to identify if …
arrive. Given an arbitrary time window, and two query vertices, the problem aims to identify if …
On querying connected components in large temporal graphs
In this paper, for the first time, we introduce the concepts of window-CCs and window-SCCs
on undirected and directed temporal graphs, respectively. We then study the queries of …
on undirected and directed temporal graphs, respectively. We then study the queries of …
On querying historical k-cores
Many real-world relationships between entities can be modeled as temporal graphs, where
each edge is associated with a timestamp or a time interval representing its occurrence. K …
each edge is associated with a timestamp or a time interval representing its occurrence. K …
Clock-G: A temporal graph management system with space-efficient storage technique
IoT applications can be naturally modeled as a graph where the edges represent the
interactions between devices, sensors, and their environment. Thing'in 1 1 https://www …
interactions between devices, sensors, and their environment. Thing'in 1 1 https://www …
Efficient distributed hop-constrained path enumeration on large-scale graphs
The enumeration of hop-constrained simple paths is a building block in many graph-based
areas. Due to the enormous search spaces in large-scale graphs, a single machine can …
areas. Due to the enormous search spaces in large-scale graphs, a single machine can …
Constant-time Connectivity Querying in Dynamic Graphs
Connectivity query processing is a fundamental problem in graph processing. Given an
undirected graph and two query vertices, the problem aims to identify whether they are …
undirected graph and two query vertices, the problem aims to identify whether they are …
Efficient algorithms for reachability and path queries on temporal bipartite graphs
Bipartite graphs are naturally used to model relationships between two types of entities,
such as people-location, user-post, and investor-stock. When modeling real-world …
such as people-location, user-post, and investor-stock. When modeling real-world …
Span-reachability querying in large temporal graphs
Reachability is a fundamental problem in graph analysis. In applications such as social
networks and collaboration networks, edges are always associated with timestamps. Most …
networks and collaboration networks, edges are always associated with timestamps. Most …
Distributed Shortest Distance Labeling on Large-Scale Graphs
Distance labeling approaches are widely adopted to speed up the shortest-distance query
performance. Due to the explosive growth of data graphs, a single machine can hardly …
performance. Due to the explosive growth of data graphs, a single machine can hardly …