Advances in Large Scale Multiple Sequence Alignment

Explore cutting-edge developments in computational methods for aligning large-scale multiple DNA, RNA, and protein sequences in this 45-minute conference talk from the Computational Genomics Summer Institute. Learn about the latest algorithmic advances, computational challenges, and practical solutions for handling massive sequence datasets that are becoming increasingly common in genomics research. Discover how modern multiple sequence alignment techniques address scalability issues while maintaining accuracy, and understand their applications in phylogenetic analysis, comparative genomics, and evolutionary studies. Gain insights into the computational complexity of aligning thousands or millions of sequences simultaneously and examine emerging approaches that leverage high-performance computing and novel algorithmic strategies to make large-scale sequence alignment feasible for contemporary genomics workflows.