A survey of resource management for processing-in-memory and near-memory processing architectures
Due to the amount of data involved in emerging deep learning and big data applications,
operations related to data movement have quickly become a bottleneck. Data-centric …
operations related to data movement have quickly become a bottleneck. Data-centric …
Multi Armed Bandit based Resource Allocation in Near Memory Processing Architectures
S Pandey, TG Venkatesh - arXiv preprint arXiv:2312.07640, 2023 - arxiv.org
Recent advances in 3D fabrication have allowed handling the memory bottlenecks for
modern data-intensive applications by bringing the computation closer to the memory …
modern data-intensive applications by bringing the computation closer to the memory …
Thermal analysis of microfluidic cooling in processing-in-3D-stacked memory
JH Han, K Torres-Castro, RE West… - … and Multi-Physics …, 2021 - ieeexplore.ieee.org
Recent 3D-stacked Processing-In-Memory (PIM) research investigates improved
performance by transferring computation from the CPU into memory. Although PIM's …
performance by transferring computation from the CPU into memory. Although PIM's …
Thermal Simulation of ML Applications on a Commercial DRAM-Based PIM
JY Lee, SW Chung - 2024 International Technical Conference …, 2024 - ieeexplore.ieee.org
With the advancement of machine learning (ML) and growing parameter sizes of ML
applications, off-chip memory accesses have increased significantly, leading to a memory …
applications, off-chip memory accesses have increased significantly, leading to a memory …
Making better use of processing-in-memory through potential-based task offloading
BH Kim, CE Rhee - IEEE Access, 2020 - ieeexplore.ieee.org
There is an increasing demand for a novel computing structure for data-intensive
applications such as artificial intelligence and virtual reality. The processing-in-memory …
applications such as artificial intelligence and virtual reality. The processing-in-memory …
[PDF][PDF] Compute-Line based Computational Memory Architecture
D Azougagh - 2021 - researchgate.net
Abstract The growth of Big Data, memory wall and power wall are posing unprecedented
demand for Storage-Process Integration (SPI) to reduce or eliminate data movement …
demand for Storage-Process Integration (SPI) to reduce or eliminate data movement …
[引用][C] Selected papers from IPDPS'18
A Benoit, ÜV Çatalyürek - Journal of Parallel and …, 2019 - ohiostate.elsevierpure.com
Special issue: Selected papers from IPDPS’18 — The Ohio State University Skip to main
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