HPC

HPC-Smart Infrastructures: A Review and Outlook on Performance Analysis Methods and Tools

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 …

Performance Characteristics for Sparse Matrix-Vector Multiplication on GPUs

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 …

Novel Techniques for Large Sparse Linear Equation Systems

Adaptive techniques for sparse storage and multiplication

SURAA: A Novel Method and Tool for Loadbalanced and Coalesced SpMV Computations on GPUs

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 …

UbeHealth: A Personalized Ubiquitous Cloud and Edge-Enabled Networked Healthcare System for Smart Cities

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 …