MICRO 2024 Tutorial: Memory-Centric Computing Systems скачать в хорошем качестве

MICRO 2024 Tutorial: Memory-Centric Computing Systems

MICRO 2024 Tutorial: Memory-Centric Computing Systems https://events.safari.ethz.ch/micro24... Organizers: Geraldo F. Oliveira, Dr. Mohammad Sadrosadati, Ataberk Olgun, Professor Onur Mutlu Tuturial Overview: This tutorial focuses on the latest advances in PIM technology, spanning both hardware and software, including novel PIM ideas, different tools and frameworks to conduct PIM research, and programming techniques and optimization strategies for PIM kernels. We will (1) provide an introduction to PIM and the taxonomy of PIM systems, (2) give an overview and a rigorous analysis of existing PIM hardware from industry and academia, (3) provide and describe hardware and software infrastructures that can enable new and experienced researchers to conduct research in PIM systems, and (4) shed light on how to improve future PIM systems for emerging memory-bound workloads. The tutorial will also incorporate invited talks from leading industry and academic researchers in PIM systems. 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 Data-Centric Architectures: Fundamentally Improving Performance and Energy (Fall 2022)    • Livestream - P&S Data-Centric Architecture...   P&S Programming Heterogeneous Computing Systems with GPUs and other Accelerators (Fall 2022)    • Livestream - P&S Programming Heterogeneous...   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...