Gunrock is an open-source programmable GPU framework for graph analytics, delivering comparable performance to hardwired GPU primitives and exceeding the performance of the fastest CPU frameworks. Gunrock delivers a sophisticated load balancing and a data-centric programming model for GPU computation. Currently, Gunrock is developing higher-level primitives and higher-level programming models which can scale beyond a single node, mutable data structures, and more back ends. Read more about Gunrock in our PPoPP 2016 paper:
http://escholarship.org/uc/item/6xz7z9k0.
By attending this webinar, you'll learn:
- Key challenges for GPU graph analytics
- How to efficiently map graph analytics to GPUs
- The design decisions and architecture of the Gunrock graph analytics library