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Big Data Assignment (Available Datasets (Microsoft OAG (140GB), DBLP…
Big Data Assignment
Available Datasets
Microsoft OAG (140GB)
DBLP (250MB)
PubMed
Other ??
Technology
Flink
Kafka
MongoDb
Gelly
Problems
Dense communities of interest
Collaboration pattern
Track the dynamics in the publication networks
Association and correlation analysis
Research areas
Collaboration patterns
Graph streaming
Communities of interest
3 V's
Volume
Velocity
Simulate streaming
Variety
Process multiple datasets
Approach
Visuals
High level graph with drilldown
Width of edges
Techniques