![Opportunities for GPU Acceleration?
§ Gremlin Traversal Machine implementations
– Native C/C++ implementation
– Enhance ScyllaDB backend for JanusGraph
§ Graph Actors Framework
– Distributed OLTP traversals, intro of partition-centric approach [TINKERPOP-1564]
§ Open by design – Join us!
– Apache TinkerPop https://tinkerpop.apache.org
– JanusGraph https://janusgraph.org
14 #GTC2017 @pluradj](https://image.slidesharecdn.com/gremlingraphprocessing-170516183420/85/Graph-Processing-with-Apache-TinkerPop-and-Gremlin-14-320.jpg)
Graph Processing with Apache TinkerPop and Gremlin
- 1. Jason Plurad • [email protected] • @pluradj Apache TinkerPop, Project Management Committee GPU Technology Conference 2017 • May 8, 2017 Graph Processing with Apache TinkerPop and Gremlin
- 2. Agenda Open Source Graph Ecosystem - Apache TinkerPop - JanusGraph Gremlin and Graph Query Languages 2 #GTC2017 @pluradj
- 3. Open Source Graph Ecosystem
- 4. Apache TinkerPop § Open source, vendor-agnostic, graph computing framework § Gremlin: graph traversal language 4 Apache TinkerPop™ Maintainer Apache Software Foundation License Apache Latest Release 3.2.4 February 2017 https://tinkerpop.apache.org #GTC2017 @pluradj
- 5. Graph System Integration 5 #GTC2017 @pluradj
- 6. Graph Landscape 6 #GTC2017 @pluradj
- 7. § Fully-compliant with Apache TinkerPop graph computing framework § Scalable graph database distributed on multi-machine clusters with pluggable storage and indexing § Vendor-neutral, open source community with open governance – Founding members: Expero, Google, GRAKN.AI, Hortonworks, IBM – Latest members: Amazon, Netflix, Orchestral Developments, Uber 7 JanusGraph™ Maintainer Linux Foundation License Apache Latest Release 0.1.0 April 2017 https://janusgraph.org #GTC2017 @pluradj
- 9. Gremlin and Graph Query Languages
- 10. Gremlin: Graph Traversal Language 10 #GTC2017 @pluradj https://arxiv.org/abs/1508.03843
- 11. Comparison: Gremlin / SQL 11 #GTC2017 @pluradj https://tinkerpop.apache.org/gremlin.html
- 12. Gremlin Traversal Machine 12 #GTC2017 @pluradj
- 13. Graph Query Languages 13 #GTC2017 @pluradj https://www.datastax.com/dev/blog/the-benefits-of-the-gremlin-graph-traversal-machine
- 14. Opportunities for GPU Acceleration? § Gremlin Traversal Machine implementations – Native C/C++ implementation – Enhance ScyllaDB backend for JanusGraph § Graph Actors Framework – Distributed OLTP traversals, intro of partition-centric approach [TINKERPOP-1564] § Open by design – Join us! – Apache TinkerPop https://tinkerpop.apache.org – JanusGraph https://janusgraph.org 14 #GTC2017 @pluradj
- 15. Thank you!