Representing modern data using graphs has become more prominent in recent years. The gradual increasing size and complex structure of graphs made many classical algorithm[...]

Trigger-action Internet of Things (IoT) platforms allow users to leverage functional dependencies between IoT event conditions and actions to set up trigger-action rules [...]

Sparse linear algebra operations are very important across many areas of science. Therefore, efficiently finding ways to perform these matrix computations is essential. T[...]

The increased size of data sets is driving the need for increased memory storage andspeed. Persistent memory, PMEM, has emerged as a new solution to the problem. It place[...]

The advancement of medical imaging has significantly enhanced the ability to diagnose, monitor, and treat cancer. This dissertation focuses on the development of deep lea[...]

The growing complexity of high-performance computing (HPC) systems has led to the development of parallel programming models, such as OpenMP and OpenACC, to make it easie[...]