除了上述两个主要的贡献点,作者提到一种bank level in memory processor architecture,大体是利用bank级并行实现向量级并行计算;另外,为了评估,作者搭建了主核+协处理核的架构,主核是实际的处理器Xeon+AVX,协处理核是DDR DRAM PIM,用模拟器实现,融合基于内存模拟器 DRAMSim2 和RiscV模拟器 riscvOVPsim。 第三篇...
In a computing system or application, when the volume ofdatais large, moving it between memory and processors can slow down processing. Adding processing directly into memory can help alleviate this problem. PIM can manipulate data entirely in the computer's memory. The applicationsoftwarerunning on...
A memory system includes a nonvolatile memory, an interface circuit, and a controller configured to upon receipt of a plurality of write commands for storing write data in the nonvolatile memory via the interface circuit, acquire compression-ratio information about the write data associated with ...
Facilitating Emerging Non-volatile Memories in Next-Generation Memory System Design: Architecture-Level and Application-Level Perspectives Forth, a novel processing-in-memory architecture built on ReRAM based main memory is proposed to accelerate neural network applications.Chi, Ping... P Chi 被引量:...
The design of compressed memory system for depth data in 3D rendering processors We propose an effective compressed memory system to address bandwidth problem of depth data for low-power 3D rendering processors. The proposed memory syst... WC Park,DK Yoon,DS Kim,... - 《Ieice Electron Express...
ProcessinginMemoryusingEmerging UNIVERSITYOFCALIFORNIASANDIEGOProcessinginMemoryusingEmergingMemoryTechnologiesAThesissubmittedinpartialsatisfactionoftherequirementsforthedegreeofMasterofScienceinElectricalandComputerEngineering(ElectronicCircuitsandSystems)bySaranshGuptaCommitteeincharge:ProfessorTajanaˇSimuni´cRosing,ChairProfe...
Transformer is also computationally and memory intensive and demands for a hardware acceleration solution. Although researchers have successfully applied ReRAM-based Processing-in-Memory (PIM) to accelerate convolutional neural networks (CNNs) and recurrent neural networks (RNNs), the unique computation ...
Currently being tested on customer servers, the AXDIMM can offer approximately twice the performance in AI-based recommendation applications and a 40% decrease in system-wide energy usage.“SAP has been continuously collaborating with Samsung on their new and emerging memory ...
Exploiting In-Memory and On-Disk Redundancy to Conserve Energy in Storage Systems Today's storage systems place an imperative demand on energy efficiency. A storage system often places single-rotation- rate disks into standby mode by sto... J Wang,X Yao,H Zhu - 《IEEE Transactions on Computer...
摘要: PROBLEM TO BE SOLVED: To provide a memory controller excellent in data transfer efficiency between a CPU or a DMA of other device and a system memory, and an information processing system containing the memory controller and allowing high- speed processing....