Stencil computations are commonly used in a wide variety of scientific applications, ranging
from large-scale weather prediction to solving partial differential equations. Stencil …

Computational storage adds computing to storage devices, providing potential benefits in
offload, data-reduction, and lower energy. Successful computational SSD architectures …

The recent huge advance of Large Language Models (LLMs) is mainly driven by the
increase in the number of parameters. This has led to substantial memory capacity …

While (I) serverless computing is emerging as a popular form of cloud execution,
datacenters are going through major changes:(II) storage dissaggregation in the system …

The remarkable progress in artificial intelligence (AI) has ushered in a new era
characterized by models with billions of parameters, enabling extraordinary capabilities …

Metagenomics, the study of the genome sequences of diverse organisms in a common
environment, has led to significant advances in many fields. Since the species present in a …

While (1) serverless computing is emerging as a popular form of cloud execution,
datacenters are going through major changes:(2) storage dissaggregation in the system …

Integrating data compression capability into SSDs has demonstrated great potential to
improve the utilization and lifetime of the storage device and also the performance of the …

Metagenomics has led to significant advancements in many fields. Metagenomic analysis
commonly involves the key tasks of determining the species present in a sample and their …

Regular expression, or regex, is widely used to extract critical information from a large
corpus of formatted text by finding patterns of interest. In tasks like log processing, the speed …