[PDF][PDF] Comprehensive survey on dynamic graph models
Most of the critical real-world networks are continuously changing and evolving with time.
Motivated by the growing importance and widespread impact of this type of networks, the …
Motivated by the growing importance and widespread impact of this type of networks, the …
GraphOne A Data Store for Real-time Analytics on Evolving Graphs
There is a growing need to perform a diverse set of real-time analytics (batch and stream
analytics) on evolving graphs to deliver the values of big data to users. The key requirement …
analytics) on evolving graphs to deliver the values of big data to users. The key requirement …
Low-latency graph streaming using compressed purely-functional trees
There has been a growing interest in the graph-streaming setting where a continuous
stream of graph updates is mixed with graph queries. In principle, purely-functional trees are …
stream of graph updates is mixed with graph queries. In principle, purely-functional trees are …
Chronos: a graph engine for temporal graph analysis
Temporal graphs capture changes in graphs over time and are becoming a subject that
attracts increasing interest from the research communities, for example, to understand …
attracts increasing interest from the research communities, for example, to understand …
Kickstarter: Fast and accurate computations on streaming graphs via trimmed approximations
Continuous processing of a streaming graph maintains an approximate result of the iterative
computation on a recent version of the graph. Upon a user query, the accurate result on the …
computation on a recent version of the graph. Upon a user query, the accurate result on the …
Efficient snapshot retrieval over historical graph data
We present a distributed graph database system to manage historical data for large evolving
information networks, with the goal to enable temporal and evolutionary queries and …
information networks, with the goal to enable temporal and evolutionary queries and …
Effective and efficient attributed community search
Given a graph G and a vertex q ∈ G q∈ G, the community search query returns a subgraph
of G that contains vertices related to q. Communities, which are prevalent in attributed …
of G that contains vertices related to q. Communities, which are prevalent in attributed …
Big graph analytics platforms
Due to the growing need to process large graph and network datasets created by modern
applications, recent years have witnessed a surging interest in develo** big graph …
applications, recent years have witnessed a surging interest in develo** big graph …
Immortalgraph: A system for storage and analysis of temporal graphs
Temporal graphs that capture graph changes over time are attracting increasing interest
from research communities, for functions such as understanding temporal characteristics of …
from research communities, for functions such as understanding temporal characteristics of …
Detecting urban black holes based on human mobility data
Many types of human mobility data, such as flows of taxicabs, card swi** data of subways,
bike trip data and Call Details Records (CDR), can be modeled by a Spatio-Temporal Graph …
bike trip data and Call Details Records (CDR), can be modeled by a Spatio-Temporal Graph …