Active Memory Cube: A processing-in-memory architecture for exascale systems


Several studies purpose to the problem of scaling existing computer architectures to fulfill the needs of an exascale system (i.e., capable of executing floating-purpose operations per second), consuming not more than 20 MW in power, by round the year 20twenty. This paper outlines a new design, the Active Memory Cube, which reduces the energy of computation considerably by performing computation in the memory module, rather than moving knowledge through massive memory hierarchies to the processor core. The architecture leverages a commercially demonstrated 3D memory stack known as the Hybrid Memory Cube, putting refined computational components on the logic layer below its stack of dynamic random-access memory (DRAM) dies. The paper also describes a lively Memory Cube tuned to the wants of a scientific exascale system. The computational components have a vector design and are capable of performing a comprehensive set of floating-purpose and integer instructions, predicated operations, and gather-scatter accesses across memory within the Cube. The paper outlines the software infrastructure used to develop applications and to guage the design, and describes results of experiments on application kernels, along with performance and power projections.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :System Architecture and Signal Processing for Frequency-Modulated Continuous-Wave Radar Using Active Backscatter Tags - 2018ABSTRACT:During this Project, we study a frequency-modulated continuous-wave primarily
PROJECT TITLE :A band-selective low-noise amplifier using an improved tunable active inductor for 3–5 GHz UWB receivers - 2017ABSTRACT:We have a tendency to propose a 3 stage 3–five GHz band-selective ultra-wideband low noise
PROJECT TITLE :Analysing Acoustic Model Changes For Active Learning In Automatic Speech Recognition - 2017ABSTRACT:In active learning for Automatic Speech Recognition (ASR), a portion of information is automatically selected for
PROJECT TITLE :Completely decentralized active balancing battery management system - 2017ABSTRACT:The performance of a string of series-connected batteries is usually restricted by the worst cell within the string and a single
PROJECT TITLE :A MMC Topology Based on Unidirectional Current H-Bridge Sub-Module with Active Circulating Current Injection - 2017ABSTRACT:This study proposed a novel modular multilevel converter (MMC) based mostly on unidirectional

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry