Research

GPU-Accelerated Large-Scale Genome Assembly

Spurred by a widening gap between hardware accelerators and traditional processors, numerous bioinformatics applications have harnessed …

Towards Distributed Cyberinfrastructure for Smart Cities Using Big Data and Deep Learning Technologies

Recent advances in big data and deep learning technologies have enabled researchers across many disciplines to gain new insight into …

Augmenting Amdahl's Second Law: A Theoretical Model to Build Cost-Effective Balanced HPC Infrastructure for Data-Driven Science

High-performance analysis of big data demands more computing resources, forcing similar growth in computation cost. So, the challenge …

Lazer: Distributed memory-efficient assembly of large-scale genomes

Genome sequencing technology has witnessed tremendous progress in terms of throughput as well as cost per base pair, resulting in an …