Undergraduate Honour's Project: Winter 2013
Title : Parallel Ant Colony Optimization Algorithm for Traveling Salesman Problem on Multicore Architecture

Student Teacher Recognition Award
Received NSERC CGS-M Scholarship

MSc Thesis Title: A Polymorphic Ant-Based Algorithm for Graph Clustering

Publications

Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram, Parallelizing Active Memory Ants with MapReduce for Clustering Financial Time Series Data , The 6th IEEE International Conference on Big Data and Cloud Computing (BDCloud 2016), Atlanta, GA, October 8-10, 2016.
Jose Juan Mijares Chan, Yuyin Mao, Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram, Parallel Ant Brood Graph Partitioning in Julia , 11th International Conference on Parallel Processing and Applied Mathematics, Springer, Sept. 6-9, 2015.