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 …
Partitioning applications between near-data processing (NDP) and host CPU cores causes inter-segment data movement overhead, which is caused by moving data generated by one …
Memory-centric computing aims to enable computation capability in and near all places where data is generated and stored. As such, it can greatly reduce the large negative …
PIM was one of the attempts created during the 1990s to try to mitigate the notorious memory wall problem, where computational elements are added close, or ideally, inside the memory …
Processing-using-DRAM (PUD) architectures impose a restrictive data layout and alignment for their operands, where source and destination operands (i) must reside in the same …
Resumo Processor-in-Memory (PIM) architectures, such as the Hybrid Memory Cube (HMC), are emerging nowadays as a solution for processing large amount of data directly inside the …
The rate of annual data generation grows exponentially. At the same time, there is a high demand to analyze that information quickly. In the past, every processor generation came …