This report details the accomplishments of the 'Building More Powerful Less Expensive Supercomputers Using Processing-In-Memory (PIM)' LDRD ('PIM LDRD', number 105809) for FY07-FY09. Latency dominates all levels of supercomputer design. Within a node, increasing memory latency, relative to processor cycle time, limits CPU performance. Between nodes, the same increase in relative latency impacts scalability. Processing-In-Memory (PIM) is an architecture that directly addresses this problem using enhanced chip fabrication technology and machine organization. PIMs combine high-speed logic and dense, low-latency, high-bandwidth DRAM, and lightweight threads that tolerate latency by performing useful work during memory transactions. This work ex...
In a continuing effort to improve computer system performance, Processor-In-Memory (PIM) architectur...
The explosive increase in data volume in emerging applications poses grand challenges to computing s...
General purpose processors and accelerators including system-on-a-chip and graphics processing units...
Decades after being initially explored in the 1970s, Processing in Memory (PIM) is currently experie...
International audienceThis paper introduces a new combination of software and hardware PIM (Process-...
Abstract. The Data-Intensive Architecture (DIVA) system employs Processing-In-Memory (PIM) chips as ...
Many modern workloads, such as neural networks, databases, and graph processing, are fundamentally m...
The Problem: There is a need for computer systems which can provide large amounts of computing power...
Many high performance applications run well below the peak arithmetic performance of the underlying ...
Many high performance applications run well below the peak arithmetic performance of the underlying...
International audienceAll current computing platforms are designed following the von Neumann archite...
Processing-in-memory (PIM) offers a viable solution to overcome the memory wall crisis that has been...
Workloads involving higher computational operations require impressive computational units. Computat...
International audienceThe tipping point for adoption of PIM is imminent for three main reasons: • Fi...
Recent years have witnessed a rapid growth in the amount of generated data, owing to the emergence o...
In a continuing effort to improve computer system performance, Processor-In-Memory (PIM) architectur...
The explosive increase in data volume in emerging applications poses grand challenges to computing s...
General purpose processors and accelerators including system-on-a-chip and graphics processing units...
Decades after being initially explored in the 1970s, Processing in Memory (PIM) is currently experie...
International audienceThis paper introduces a new combination of software and hardware PIM (Process-...
Abstract. The Data-Intensive Architecture (DIVA) system employs Processing-In-Memory (PIM) chips as ...
Many modern workloads, such as neural networks, databases, and graph processing, are fundamentally m...
The Problem: There is a need for computer systems which can provide large amounts of computing power...
Many high performance applications run well below the peak arithmetic performance of the underlying ...
Many high performance applications run well below the peak arithmetic performance of the underlying...
International audienceAll current computing platforms are designed following the von Neumann archite...
Processing-in-memory (PIM) offers a viable solution to overcome the memory wall crisis that has been...
Workloads involving higher computational operations require impressive computational units. Computat...
International audienceThe tipping point for adoption of PIM is imminent for three main reasons: • Fi...
Recent years have witnessed a rapid growth in the amount of generated data, owing to the emergence o...
In a continuing effort to improve computer system performance, Processor-In-Memory (PIM) architectur...
The explosive increase in data volume in emerging applications poses grand challenges to computing s...
General purpose processors and accelerators including system-on-a-chip and graphics processing units...