PIM Course: Lecture 4: Real-world PIM: Microbenchmarking of UPMEM PIM (Spring 2023)

Projects & Seminars, ETH Zürich, Spring 2023
Data-Centric Architectures: Fundamentally Improving Performance and Energy

Lecture 4: Real-world Processing-in-Memory Architectures: Microbenchmarking of the UPMEM PIM Architecture
Date: March 30, 2023

Recommended Readings:
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A Modern Primer on Processing in Memory

Processing Data Where It Makes Sense: Enabling In-Memory Computation

Processing-in-Memory: A Workload-Driven Perspective

Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture

Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware

SIMDRAM: An End-to-End Framework for Bit-Serial SIMD Computing in DRAM

DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks

Intelligent Architectures for Intelligent Computing Systems

RowHammer: A Retrospective

RECOMMENDED LECTURE VIDEOS & PLAYLISTS:
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P&S Data-Centric Architectures: Fundamentally Improving Performance and Energy (Fall 2022)

P&S Programming Heterogeneous Computing Systems with GPUs and other Accelerators (Fall 2022)

Computer Architecture Fall 2022 Lectures Playlist:

Digital Design and Computer Architecture Spring 2022 Livestream Lectures Playlist:

Featured Lectures:

Interview with Professor Onur Mutlu:

The Story of RowHammer Lecture:

Accelerating Genome Analysis Lecture:

Memory-Centric Computing Systems Tutorial at IEDM 2021:

Intelligent Architectures for Intelligent Machines Lecture: