Benchmarking a new paradigm: Experimental analysis and characterization of a real processing-in-memory system

J Gómez-Luna, I El Hajj, I Fernandez… - IEEE …, 2022 - ieeexplore.ieee.org
Many modern workloads, such as neural networks, databases, and graph processing, are
fundamentally memory-bound. For such workloads, the data movement between main …

Drisa: A dram-based reconfigurable in-situ accelerator

S Li, D Niu, KT Malladi, H Zheng, B Brennan… - Proceedings of the 50th …, 2017 - dl.acm.org
Data movement between the processing units and the memory in traditional von Neumann
architecture is creating the" memory wall" problem. To bridge the gap, two approaches, the …

Processing data where it makes sense: Enabling in-memory computation

O Mutlu, S Ghose, J Gómez-Luna… - Microprocessors and …, 2019 - Elsevier
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 …

Revisiting rowhammer: An experimental analysis of modern dram devices and mitigation techniques

JS Kim, M Patel, AG Yağlıkçı, H Hassan… - 2020 ACM/IEEE 47th …, 2020 - ieeexplore.ieee.org
RowHammer is a circuit-level DRAM vulnerability, first rigorously analyzed and introduced in
2014, where repeatedly accessing data in a DRAM row can cause bit flips in nearby rows …

Benchmarking a new paradigm: An experimental analysis of a real processing-in-memory architecture

J Gómez-Luna, IE Hajj, I Fernandez… - arXiv preprint arXiv …, 2021 - arxiv.org
Many modern workloads, such as neural networks, databases, and graph processing, are
fundamentally memory-bound. For such workloads, the data movement between main …

Understanding reduced-voltage operation in modern DRAM devices: Experimental characterization, analysis, and mechanisms

KK Chang, AG Yağlıkçı, S Ghose, A Agrawal… - Proceedings of the …, 2017 - dl.acm.org
The energy consumption of DRAM is a critical concern in modern computing systems.
Improvements in manufacturing process technology have allowed DRAM vendors to lower …

The DRAM latency PUF: Quickly evaluating physical unclonable functions by exploiting the latency-reliability tradeoff in modern commodity DRAM devices

JS Kim, M Patel, H Hassan… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Physically Unclonable Functions (PUFs) are commonly used in cryptography to identify
devices based on the uniqueness of their physical microstructures. DRAM-based PUFs have …

QUAC-TRNG: High-throughput true random number generation using quadruple row activation in commodity DRAM chips

A Olgun, M Patel, AG Yağlıkçı, H Luo… - 2021 ACM/IEEE 48th …, 2021 - ieeexplore.ieee.org
True random number generators (TRNG) sample random physical processes to create large
amounts of random numbers for various use cases, including security-critical cryptographic …

What your DRAM power models are not telling you: Lessons from a detailed experimental study

S Ghose, AG Yaglikçi, R Gupta, D Lee… - Proceedings of the …, 2018 - dl.acm.org
Main memory (DRAM) consumes as much as half of the total system power in a computer
today, due to the increasing demand for memory capacity and bandwidth. There is a …

The reach profiler (reaper) enabling the mitigation of dram retention failures via profiling at aggressive conditions

M Patel, JS Kim, O Mutlu - ACM SIGARCH Computer Architecture News, 2017 - dl.acm.org
Modern DRAM-based systems suffer from significant energy and latency penalties due to
conservative DRAM refresh standards. Volatile DRAM cells can retain information across a …