Seminar in Computer Architecture - S1: PIM Is All You Need and PAPI (Fall 2025)

Seminar in Computer Architecture, ETH Zürich, Fall 2025 (https://safari.ethz.ch/architecture_s...)

Session 1.1: PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference, ASPLOS 2025
Session 1.2: PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System, ASPLOS 2025

Lecturer: Prof. Onur Mutlu (https://people.inf.ethz.ch/omutlu/)
Date: October 16, 2025

Session 1.1: PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference, ASPLOS 2025
Slides (pptx): https://safari.ethz.ch/architecture_s...
Slides (pdf): https://safari.ethz.ch/architecture_s...

Session 1.2: PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System, ASPLOS 2025
Slides (pptx): https://safari.ethz.ch/architecture_s...
Slides (pdf): https://safari.ethz.ch/architecture_s...

Recommended Reading: 
====================
A Modern Primer on Processing in Memory
https://arxiv.org/pdf/2012.03112.pdf

Memory-Centric Computing: Solving Computing's Memory Problem
https://www.arxiv.org/pdf/2505.00458

Memory-Centric Computing: Recent Advances in Processing-in-DRAM
https://arxiv.org/pdf/2412.19275 

Intelligent Architectures for Intelligent Computing Systems 
https://people.inf.ethz.ch/omutlu/pub...

RowHammer: A Retrospective
https://people.inf.ethz.ch/omutlu/pub...

Fundamentally Understanding and Solving RowHammer
https://arxiv.org/pdf/2211.07613.pdf

Accelerating Genome Analysis via Algorithm-Architecture Co-Design
https://people.inf.ethz.ch/omutlu/pub...

From Molecules to Genomic Variations: Accelerating Genome Analysis via Intelligent Algorithms and Architectures
https://people.inf.ethz.ch/omutlu/pub...


RECOMMENDED LECTURE VIDEOS & PLAYLISTS:
========================================
Digital Design and Computer Architecture Spring 2025 Livestream Lectures Playlist:
   • Digital Design and Computer Architecture -...  

Fundamentals of Computer Architecture Fall 2025 Livestream Lectures Playlist:
   • Fundamentals of Computer Architecture: Lec...  

Seminar in Computer Architecture Spring 2025 Livestream Lectures Playlist:  
   • Seminar in Computer Architecture - Lecture...  

Computer Architecture Fall 2024 Lectures Playlist:
   • Computer Architecture - Lecture 1: Introdu...  

Interview with Professor Onur Mutlu:
   • Interview with Onur Mutlu @ ISCA 2019 on c...  

TCuARCH meets Prof. Onur Mutlu
   • TCuARCH meets Prof. Onur Mutlu - 2023  

Arch. Mentoring Workshop @ISCA'21 - Doing Impactful Research
   • Arch. Mentoring Workshop @ISCA'21 - Doing ...   

The Story of RowHammer Lecture:
   • The Story of Rowhammer - Secure Hardware, ...  

Accelerating Genome Analysis Lecture:
   • Accelerating Genome Analysis: A Primer on ...  

Memory-Centric Computing Systems Tutorial at IEDM 2021:
   • IEDM 2020 Tutorial: Memory-Centric Computi...  

Intelligent Architectures for Intelligent Machines Lecture:
   • Onur Mutlu - Invited Talk @ Seoul National...  

Featured Lectures:
   • Onur Mutlu - Supercomputing Frontiers Euro...