Assistant professor and his graduate student Md Abdul Motaleb Faysal (both Computer Science) published and presented a paper titled, "Fast Community Detection in Graphs with Infomap Method using Accelerated Sparse Accumulation" at the 37th IEEE International Parallel and Distributed Symposium (IPDPS 2023), which is a premium research forum for parallel and distributed computing and systems. The work presents improved algorithms for next-generation hardware architecture for a graph data problem and related applications.
The work was done in collaboration with scientists from Computer Science department at Lawerence Berkeley National Laboratory. The (co-)authors used some of the most powerful supercomputers (owned by US Dept. of Energy) in the world to run their experimentations to demonstrates the efficiency of their methods in processing large datasets at scale.
