A modern primer on processing in memory
Modern computing systems are overwhelmingly designed to move data to computation. This
design choice goes directly against at least three key trends in computing that cause …
design choice goes directly against at least three key trends in computing that cause …
Benchmarking a new paradigm: Experimental analysis and characterization of a real processing-in-memory system
Many modern workloads, such as neural networks, databases, and graph processing, are
fundamentally memory-bound. For such workloads, the data movement between main …
fundamentally memory-bound. For such workloads, the data movement between main …
CACTI 7: New tools for interconnect exploration in innovative off-chip memories
R Balasubramonian, AB Kahng… - ACM Transactions on …, 2017 - dl.acm.org
Historically, server designers have opted for simple memory systems by picking one of a few
commoditized DDR memory products. We are already witnessing a major upheaval in the off …
commoditized DDR memory products. We are already witnessing a major upheaval in the off …
Processing data where it makes sense: Enabling in-memory computation
Today's systems are overwhelmingly designed to move data to computation. This design
choice goes directly against at least three key trends in systems that cause performance …
choice goes directly against at least three key trends in systems that cause performance …
Rowhammer: A retrospective
This retrospective paper describes the RowHammer problem in dynamic random access
memory (DRAM), which was initially introduced by Kim et al. at the ISCA 2014 Conference …
memory (DRAM), which was initially introduced by Kim et al. at the ISCA 2014 Conference …
A survey on techniques for improving Phase Change Memory (PCM) lifetime
M Mohseni, AH Novin - Journal of Systems Architecture, 2023 - Elsevier
ABSTRACT PCMs are Non-Volatile Memories (NVMs) that store data using phase-change
semiconductors, such as silicon-chalcogenide glass. In addition to increased integration …
semiconductors, such as silicon-chalcogenide glass. In addition to increased integration …
Evaluating STT-RAM as an energy-efficient main memory alternative
E Kültürsay, M Kandemir… - … Analysis of Systems …, 2013 - ieeexplore.ieee.org
In this paper, we explore the possibility of using STT-RAM technology to completely replace
DRAM in main memory. Our goal is to make STT-RAM performance comparable to DRAM …
DRAM in main memory. Our goal is to make STT-RAM performance comparable to DRAM …
Low-cost inter-linked subarrays (LISA): Enabling fast inter-subarray data movement in DRAM
This paper introduces a new DRAM design that enables fast and energy-efficient bulk data
movement across subarrays in a DRAM chip. While bulk data movement is a key operation …
movement across subarrays in a DRAM chip. While bulk data movement is a key operation …
Benchmarking a new paradigm: An experimental analysis of a real processing-in-memory architecture
Many modern workloads, such as neural networks, databases, and graph processing, are
fundamentally memory-bound. For such workloads, the data movement between main …
fundamentally memory-bound. For such workloads, the data movement between main …
Understanding latency variation in modern DRAM chips: Experimental characterization, analysis, and optimization
Long DRAM latency is a critical performance bottleneck in current systems. DRAM access
latency is defined by three fundamental operations that take place within the DRAM cell …
latency is defined by three fundamental operations that take place within the DRAM cell …