High-performance computing (HPC) plays a key role in driving innovations in health, economics, energy, transport, networks, and other smart-society infrastructures. HPC enables large-scale simulations and processing of big data related to smart …
The massive parallelism provided by the graphics processing units (GPUs) offers tremendous performance in many high-performance computing applications. One such application is Sparse Matrix-Vector (SpMV) multiplication, which is an essential building …
Adaptive techniques for sparse storage and multiplication
Sparse matrix-vector (SpMV) multiplication is a vital building block for numerous scientific and engineering applications. This paper proposes SURAA (translates to speed in arabic), a novel method for SpMV computations on graphics processing units …
Smart city advancements are driving massive transformations of healthcare, the largest global industry. The drivers include increasing demands for ubiquitous, preventive, and personalized healthcare, to be provided to the public at reduced risks and …