Smashing Dense Graphs
summary
Describes the author’s experience dealing with a large distributed, eventually-consistent graph database problem. Covers what a “giant distributed event consistent graph” is, the challenges it caused, and the practical approaches used to understand and handle it.
AI-written summary · about
chapters (9)
- 0:00Introduction
- 3:56What is a dense graph
- 7:26Traditional database challenges
- 12:49Dense graph representations
- 16:01Lazy evaluation for dense graphs
- 19:54Social network impact problem
- 22:43Apache TinkerPop solution
- 25:51Improvements and lessons learned
- 27:58Conclusions
related talks
54mDistributed Graph DBMSs — The Future for Analytics on Big Data?
44mHow We Store and Analyze a Large Social Graph
30mLarge Scale Graph Solutions: Use-cases and Lessons Learnt
44mHow We Store and Analyze a Large Social Graph
01h 01mA Skeptics Guide to Graph Databases
39mThorny path to the Large Scale Graph Processing
39mThorny path to the Large Scale Graph Processing
37mGraph Computing at Scale
