Processing-using-DRAM has been proposed for a limited set of basic operations (ie, logic
operations, addition). However, in order to enable full adoption of processing-using-DRAM …

Data movement between the CPU and main memory is a first-order obstacle against improv
ing performance, scalability, and energy efficiency in modern systems. Computer systems …

The conventional approach of moving data to the CPU for computation has become a
significant performance bottleneck for emerging scale-out data-intensive applications due to …

Specialized on-chip accelerators are widely used to improve the energy efficiency of
computing systems. Recent advances in memory technology have enabled near-data …

The increasing demand for extracting value out of ever-growing data poses an ongoing
challenge to system designers, a task only made trickier by the end of Dennard scaling. As …

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 …

Food profiling is an essential step in any food monitoring system needed to prevent health
risks and potential frauds in the food industry. Significant improvements in sequencing …

The TLB is increasingly a bottleneck for big data applications. In most designs, the number
of TLB entries are highly constrained by latency requirements, and growing much more …

A growth in data volume, combined with increasing demand for real-time analysis (using the
most recent data), has resulted in the emergence of database systems that concurrently …

Computer systems designers are building cache hierarchies with higher capacity to capture
the ever-increasing working sets of modern workloads. Cache hierarchies with higher …