Connect and give sense to your big data with Apache TinkerPop and graph databases
summary
Demos show Apache TinkerPop used with Gremlin traversals and DataStax Studio against a graph layer (AC Graph) on Cassandra to replace complex SQL and Java streams. Examples include top-10 customers by order, top-rated products after filtering out low-count ratings, and a five-item recommendation pipeline built by aggregating co‑buyers then subtracting already-ordered items; profiling and explain steps reveal per-step Cassandra queries so traversal performance can be inspected and tuned.
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chapters (10)
- 0:00Apache TinkerPop intro
- 5:41TinkerPop framework overview
- 8:41Property graph model
- 11:03Gremlin basics
- 16:16SQL vs Gremlin
- 29:50Advanced Gremlin joins
- 36:38Recommendation engine
- 42:47Optimizing Gremlin
- 49:08Graph vendors support
- 52:12Q&A
