Next Steps - what are 3-4 key ops to add to CombBLAS? how many such ops are there in toto? - impl key ops - can CombBLAS do irregularly balanced / “accordion” parallelism (e.g., in SG isomorph) - test usability of KDT/CombBLAS/SPARQL by implementing a handful of kernels, c.f. & metrics - front-to-back flow (put the "K" in KDT): - autogenerate RDF from an unstructured corpus - create and run SPARQL query - feed results into KDT (standing alone) - then into presentation layer - LUBM query 9 on SPARQL-on-CombBLAS - triangle-finding code into CombBLAS - think about SPARQL extensions for global analytic Qs - how to load RDF into CombBLAS - graph viz: who to partner with? Tobias Hollerer at UCSB. Nick: and reduce the data to a visualizable size. - what do you look at to visualize a billion-edge graph? - find use cases that illustrate value ***action: SPR ***million-song DB