4 papers
Code Generation for a Variety of Accelerators for a Graph DSL
Ashwina Kumar, M. Venkata Krishna, Prasanna Bartakke +4
Sparse graphs are ubiquitous in real and virtual worlds. With the phenomenal growth in semi-structured and unstructured data, sizes of the underlying graphs have witnessed a rapid…
GraphVine: A Data Structure to Optimize Dynamic Graph Processing on GPUs
Rohith Krishnan S, Venkata Kalyan Tavva, Rupesh Nasre
Graph processing on GPUs is gaining momentum due to the high throughputs observed compared to traditional CPUs, attributed to the vast number of processing cores on GPUs that can e…
Meerkat: A framework for Dynamic Graph Algorithms on GPUs
Kevin Jude Concessao, Unnikrishnan Cheramangalath, MJ Ricky Dev +1
Graph algorithms are challenging to implement due to their varying topology and irregular access patterns. Real-world graphs are dynamic in nature and routinely undergo edge and ve…
StarPlat: A Versatile DSL for Graph Analytics
Nibedita Behera, Ashwina Kumar, Ebenezer Rajadurai T +3
Graphs model several real-world phenomena. With the growth of unstructured and semi-structured data, parallelization of graph algorithms is inevitable. Unfortunately, due to inhere…