Computer Architecture - Lecture 18: Cutting-Edge Research in Computer Architecture (Fall 2022)
Computer Architecture, ETH Zürich, Fall 2022 (https://safari.ethz.ch/architecture/f...)
Lecture 18a: Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning
Lecture 18b: Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction
Lecture 18c: Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning
Lecture 18d: GenPIP: In-Memory Acceleration of Genome Analysis via Tight Integration of Basecalling and Read Mapping
Lecturer: Professor Onur Mutlu (https://people.inf.ethz.ch/omutlu/)
Date: November 25, 2022
Lecture 18a Slides (pptx): https://safari.ethz.ch/architecture/f...
Lecture 18a Slides (pdf): https://safari.ethz.ch/architecture/f...
Lecture 18a Pythia Paper (pdf): https://arxiv.org/pdf/2109.12021.pdf
Lecture 18b Slides (pptx): https://safari.ethz.ch/architecture/f...
Lecture 18b Slides (pdf): https://safari.ethz.ch/architecture/f...
Lecture 18b Hermes Paper (pdf): https://arxiv.org/pdf/2209.00188.pdf
Lecture 18c Slides (pptx): https://safari.ethz.ch/architecture/f...
Lecture 18c Slides (pdf): https://safari.ethz.ch/architecture/f...
Lecture 18c Sibyl Paper (pdf): https://people.inf.ethz.ch/omutlu/pub...
Lecture 18d Slides (pptx): https://safari.ethz.ch/architecture/f...
Lecture 18d Slides (pdf): https://safari.ethz.ch/architecture/f...
Lecture 18d GenPIP Paper (pdf): https://arxiv.org/pdf/2209.08600.pdf
Recommended Reading:
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Intelligent Architectures for Intelligent Computing Systems
https://people.inf.ethz.ch/omutlu/pub...
A Modern Primer on Processing in Memory
https://people.inf.ethz.ch/omutlu/pub...
RowHammer: A Retrospective
https://people.inf.ethz.ch/omutlu/pub...
RECOMMENDED LECTURE VIDEOS & PLAYLISTS:
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Computer Architecture Fall 2021 Lectures Playlist:
• Computer Architecture - Lecture 1: Introdu...
Digital Design and Computer Architecture Spring 2022 Livestream Lectures Playlist:
• Digital Design and Computer Architecture -...
Featured Lectures:
• Onur Mutlu - Supercomputing Frontiers Euro...
Interview with Professor Onur Mutlu:
• Interview with Onur Mutlu @ ISCA 2019 on c...
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...
Computer Architecture Fall 2020 Lectures Playlist:
• Computer Architecture - Lecture 1: Introdu...
Digital Design and Computer Architecture Spring 2020 Lectures Playlist:
• Digital Design & Computer Architecture: Le...
Public Lectures by Onur Mutlu, Playlist:
• Onur Mutlu - Future Computing Architecture...
Computer Architecture at Carnegie Mellon Spring 2015 Lectures Playlist:
• Lecture 1. Introduction and Basics - Carne...
Rethinking Memory System Design Lecture @stanfordonline :
• Stanford Seminar - Rethinking Memory Syste...