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Project & Seminar, ETH Zürich, Spring 2023 Programming Heterogeneous Computing Systems with GPUs and other Accelerators (https://safari.ethz.ch/projects_and_s...) Lecture 4: GPU Memory Hierarchy Lecturer: Dr. Juan Gómez Luna (https://safari.ethz.ch/juan-gomez-luna/) Lecturer: Professor Onur Mutlu (https://people.inf.ethz.ch/omutlu/) Date: March 31, 2023 Lecture 4 Slides (pptx): https://safari.ethz.ch/projects_and_s... Lecture 4 Slides (pdf): https://safari.ethz.ch/projects_and_s... Recommended Readings: ==================== A Modern Primer on Processing in Memory https://people.inf.ethz.ch/omutlu/pub... Processing Data Where It Makes Sense: Enabling In-Memory Computation https://people.inf.ethz.ch/omutlu/pub... Processing-in-Memory: A Workload-Driven Perspective https://people.inf.ethz.ch/omutlu/pub... Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture https://people.inf.ethz.ch/omutlu/pub... Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware https://people.inf.ethz.ch/omutlu/pub... SIMDRAM: An End-to-End Framework for Bit-Serial SIMD Computing in DRAM https://people.inf.ethz.ch/omutlu/pub... DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks https://people.inf.ethz.ch/omutlu/pub... Intelligent Architectures for Intelligent Computing Systems https://people.inf.ethz.ch/omutlu/pub... RowHammer: A Retrospective https://people.inf.ethz.ch/omutlu/pub... RECOMMENDED LECTURE VIDEOS & PLAYLISTS: ======================================== P&S Programming Heterogeneous Computing Systems with GPUs and other Accelerators (Fall 2022) • Livestream - P&S Programming Heterogeneous... P&S Data-Centric Architectures: Fundamentally Improving Performance and Energy (Fall 2022) • Livestream - P&S Data-Centric Architecture... Computer Architecture Fall 2022 Lectures Playlist: • Livestream - Computer Architecture - ETH Z... Digital Design and Computer Architecture Spring 2022 Livestream Lectures Playlist: • Livestream - Digital Design and Computer A... 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...