Processing-using-DRAM (PUD) is a processing-in-memory (PIM) approach that uses a
DRAM array's massive internal parallelism to execute very-wide (eg, 16,384-262,144-bit …

Data movement between the main memory and the processor is a key contributor to
execution time and energy consumption in memory-intensive applications. This data …

The performance and capacity of solid-state drives (SSDs) are continuously improving to
meet the increasing demands of modern data-intensive applications. Unfortunately …

Basecalling, an essential step in many genome analysis studies, relies on large Deep
Neural Network s (DNN s) to achieve high accuracy. Unfortunately, these DNN s are …

Increasing interests in Bit-serial SIMD Processing-Using-DRAM (PUD) architectures amplify
the needs for a compiler to automate code generation, credited to their ultra-wide SIMD …

Energy efficient architecture is essential to improve both the performance and power
consumption of a computer system. However, modern computers suffer from the severe …

Data movement between the processor and the main memory is a first-order obstacle
against improving performance and energy efficiency in modern systems. To address this …

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 …

Modern computing systems are processor-centric. Data processing (ie, computation)
happens only in the processor (eg, a CPU, GPU, FPGA, ASIC). As such, data needs to be …

We experimentally analyze the computational capability of commercial off-the-shelf (COTS)
DRAM chips and the robustness of these capabilities under various timing delays between …