ASPLOS 2025 Workshop: Memory-Centric Computing Systems

ASPLOS 2025 1st Workshop on Memory-Centric Computing Systems - MCCSys https://events.safari.ethz.ch/asplos25-MCCSys/doku.php?id=start Organizers: Geraldo F. Oliveira, Dr. Mohammad Sadrosadati, Ataberk Olgun, Professor Onur Mutlu Workshop 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/ModernPrimerOnPIM_springer-emerging-computing-bookchapter21-extended.pdf Processing Data Where It Makes Sense: Enabling In-Memory Computation https://people.inf.ethz.ch/omutlu/pub/ProcessingDataWhereItMakesSense_micpro19-invited.pdf Processing-in-Memory: A Workload-Driven Perspective https://people.inf.ethz.ch/omutlu/pub/processing-in-memory_workload-driven-perspective_IBMjrd19.pdf Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture https://people.inf.ethz.ch/omutlu/pub/PrIM-UPMEM-Tutorial-Analysis-Benchmarking_arxiv21.pdf Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware https://people.inf.ethz.ch/omutlu/pub/Benchmarking-Memory-Centric-Computing-Systems_cut21.pdf SIMDRAM: An End-to-End Framework for Bit-Serial SIMD Computing in DRAM https://people.inf.ethz.ch/omutlu/pub/SIMDRAM_asplos21.pdf DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks https://people.inf.ethz.ch/omutlu/pub/DAMOV-Bottleneck-Analysis-and-DataMovement-Benchmarks_IEEEaccess21.pdf Intelligent Architectures for Intelligent Computing Systems https://people.inf.ethz.ch/omutlu/pub/intelligent-architectures-for-intelligent-computingsystems-invited_paper_DATE21.pdf RowHammer: A Retrospective https://people.inf.ethz.ch/omutlu/pub/RowHammer-Retrospective_ieee_tcad19.pdf RECOMMENDED LECTURE VIDEOS & PLAYLISTS: ======================================== P&S Data-Centric Architectures: Fundamentally Improving Performance and Energy (Fall 2022) https://www.youtube.com/playlist?list=PL5Q2soXY2Zi8KzG2CQYRNQOVD0GOBrnKy P&S Programming Heterogeneous Computing Systems with GPUs and other Accelerators (Fall 2022) https://www.youtube.com/playlist?list=PL5Q2soXY2Zi8J0QbZ0c9ERLdnFRnO5U8C Computer Architecture Fall 2022 Lectures Playlist: https://www.youtube.com/playlist?list=PL5Q2soXY2Zi-cAls3cyauNzM7-74Eq31O Digital Design and Computer Architecture Spring 2022 Livestream Lectures Playlist: https://www.youtube.com/playlist?list=PL5Q2soXY2Zi97Ya5DEUpMpO2bbAoaG7c6 Featured Lectures: https://www.youtube.com/watch?v=jVYCchBGNVc&list=PL5Q2soXY2Zi8VrmOTz44l2WupethSdh-M&index=1 Interview with Professor Onur Mutlu: https://www.youtube.com/watch?v=8ffSEKZhmvo&list=PL5Q2soXY2Zi8VrmOTz44l2WupethSdh-M&index=9 The Story of RowHammer Lecture: https://www.youtube.com/watch?v=sgd7PHQQ1AI&list=PL5Q2soXY2Zi8D_5MGV6EnXEJHnV2YFBJl&index=39 Accelerating Genome Analysis Lecture: https://www.youtube.com/watch?v=r7sn41lH-4A&list=PL5Q2soXY2Zi8D_5MGV6EnXEJHnV2YFBJl&index=41 Memory-Centric Computing Systems Tutorial at IEDM 2021: https://www.youtube.com/watch?v=H3sEaINPBOE&list=PL5Q2soXY2Zi8D_5MGV6EnXEJHnV2YFBJl&index=35 Intelligent Architectures for Intelligent Machines Lecture: https://www.youtube.com/watch?v=GTieZPY4Wmc&list=PL5Q2soXY2Zi8D_5MGV6EnXEJHnV2YFBJl&index=38