Poor DRAM technology scaling over the course of many years has caused DRAM-based
main memory to increasingly become a larger system bottleneck. A major reason for the …

Performance improvements from DRAM technology scaling have been lagging behind the
improvements from logic technology scaling for many years. As application demand for main …

Emerging applications such as deep neural network demand high off-chip memory
bandwidth. However, under stringent physical constraints of chip packages and system …

The computing domain of today's computer systems is moving very fast from arithmetic to
data processing as data volumes grow exponentially. As a result, processing-in-memory …

Modern computing systems are overwhelmingly designed to move data to computation. This
design choice goes directly against at least three key trends in computing that cause …

DRAM based memory-centric computing architectures are promising solutions to tackle the
challenges of memory wall. In this paper, we develop a novel design of DRAM-based …

Modern computing systems suffer from the dichotomy between computation on one side,
which is performed only in the processor (and accelerators), and data storage/movement on …

In modern systems, DRAM-based main memory is significantly slower than the processor.
Consequently, processors spend a long time waiting to access data from main memory …

Today's systems are overwhelmingly designed to move data to computation. This design
choice goes directly against at least three key trends in systems that cause performance …

Many important applications trigger bulk bitwise operations, ie, bitwise operations on large
bit vectors. In fact, recent works design techniques that exploit fast bulk bitwise operations to …