Processing-near-memoryMemory bandwidth and latency constitutes a major performance bottleneck for many data-intensive applications. While high-locality access patterns take advantage of the deep cache hierarchies available in modern processors, unpredictable low-locality patterns cause a significant part of ...
Data-centric computing (DCC), as enabled by processing-in-memory (PIM) and near-memory processing (NMP) paradigms, aims to accelerate these types of applications by moving the computation closer to the data. Over the past few years, researchers have proposed various memory architectures that ...
Enabling Efficient Large Recommendation Model Training with Near CXL Memory Processing——论文泛读 妙BOOK言 中山大学 软件工程硕士 4 人赞同了该文章 目录 收起 问题 本文方法 总结 ISCA 2024 Paper CXL论文阅读笔记整理 问题 基于深度学习的推荐模型(DLRM)是当今最重要的互联网服务之一。训练和部署推荐...
memory cells connected to the word line and disposed more than the reference distance from the word line voltage source in the word line direction, and control logic configured during a data processing operation to provide a first word line voltage to a first target memory cell among the first...
processing-in-memoryvirtual memory supportVirtual memory support is one of the major challenges of near-memory processing (NMP). Many previous works focused on this issue, but there are practical limitations that conventional CPU hardware or memory allocation schemes should be modified. Another ...
A near-memory processing element processes a PIM command using the initial combination of source and/or destination registers and uses the one or more update functions to update the combination of source and/or destination registers to be used the next time the PIM command is processed....
Method, system, and device for near-memory processing with cores of a plurality of sizesA device is configured to be in communication with one or more host cores via a first communication path. A first set of processing-in-memory (PIM) cores and a second set of PIM cores are configured ...
Fortunately, emerging 3D stacked DRAM technologies shed new light on this decades-old problem by enabling efficient near-memory processing with ample memory bandwidth. Thus, we propose Charon1, the first 3D stacked memory-based GC accelerator. Through a detailed performance analysis of HotSpot JVM, ...
Memory-based architectures, such as near-memory processing (NMP), demonstrate notable performance enhancements in memory-intensive applications. Nonetheless, existing NMP-based sparse attention accelerators face suboptimal performance due to hardware and software challenges. On the hardware front, current ...
A Near Memory Processing (NMP) Dual In-line Memory Module (DIMM) is provided that includes random access memory (RAM), a Near-Memory-Processing (NMP) circuit and a first control port. The NMP circuit is for receiving a command from a host system, determining an operation to be performed ...