ICS 2025: 2nd Workshop on Memory-Centric Computing Systems (MCCSys)

ICS 2025: 2nd Workshop on Memory-Centric Computing Systems (MCCSys) https://events.safari.ethz.ch/ics25-MCCSys/doku.php?id=start Organizers: Geraldo F. Oliveira, Dr. Mohammad Sadrosadati, Ataberk Olgun, Professor Onur Mutlu Workshop Overview: This combined tutorial and workshop will focus on the latest advances in PIM technology, spanning both hardware and software. It will include novel PIM ideas, different tools and frameworks for conducting PIM research, and programming techniques and optimization strategies for PIM kernels. First, we will provide a series of lectures and invited talks that will provide an introduction to PIM, including an overview and a rigorous analysis of existing PIM hardware from industry and academia. Second, we will invite the broad PIM research community to submit and present their ongoing work on memory-centric systems. The program committee will favor papers that bring new insights on memory-centric systems or novel PIM-friendly applications, address key system integration challenges in academic or industry PIM architectures, or put forward controversial points of view on the memory-centric execution paradigm. We also consider position papers, especially from industry, that outline design and process challenges affecting PIM systems, new PIM architectures, or system solutions for real state-of-the-art PIM devices. 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