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| 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. | 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. |
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| | **Time & Location**: Sunday 08th, from 09:00 AM (MDT) to 05:00 PM (MDT) at WEB 1230. |
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| ==== Procedure for Selecting Presentations ==== | ==== Procedure for Selecting Presentations ==== |
| ==== Organizers ==== | ==== Organizers ==== |
| ^ Name ^ E-mail ^ | ^ Name ^ E-mail ^ |
| |[[https://geraldofojunior.github.io/|Geraldo F. Oliveira]]| <geraldod@safari.ethz.ch> | | |[[https://geraldofojunior.github.io/|Dr. Geraldo F. Oliveira]]| <geraldod@safari.ethz.ch> | |
| |[[https://ee.ethz.ch/the-department/people-a-z/person-detail.MjM3MTk5.TGlzdC8zMjc5LC0xNjUwNTg5ODIw.html|Dr. Mohammad Sadrosadati]] | <mohammad.sadrosadati@safari.ethz.ch> | | |[[https://ee.ethz.ch/the-department/people-a-z/person-detail.MjM3MTk5.TGlzdC8zMjc5LC0xNjUwNTg5ODIw.html|Dr. Mohammad Sadrosadati]] | <mohammad.sadrosadati@safari.ethz.ch> | |
| |[[https://agyaglikci.github.io/|Dr. A. Giray Yağlıkçı]] | <mohammad.sadrosadati@safari.ethz.ch> | | |[[https://agyaglikci.github.io/|Dr. A. Giray Yağlıkçı]] | <mohammad.sadrosadati@safari.ethz.ch> | |
| |[[http://ataberkolgun.com/|Ataberk Olgun]] | <ataberk.olgun@safari.ethz.ch> | | |[[http://ataberkolgun.com/|Ataberk Olgun]] | <ataberk.olgun@safari.ethz.ch> | |
| |[[https://people.inf.ethz.ch/omutlu/index.html|Professor Onur Mutlu]]| <onur.mutlu@safari.ethz.ch> | | |[[https://people.inf.ethz.ch/omutlu/index.html|Professor Onur Mutlu]]| <onur.mutlu@safari.ethz.ch> | |
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| | ===== Agenda & Workshop Materials (Tentative) ===== |
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| ===== Agenda & Workshop Materials ===== | ===== Agenda & Workshop Materials ===== |
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| ^ Time ^ Speaker ^ Title ^ Materials ^ | ^ Time ^ Speaker ^ Title ^ Materials ^ |
| | 09:00am | Geraldo F. Oliveira | Logistics |{{geraldo-asplos25-lecture0-introduction-beforelecture.pdf|(PDF)}} {{geraldo-asplos25-lecture0-introduction-beforelecture.pptx|(PPT)}}| | | 09:00 AM | Prof. Onur Mutlu| Memory-Centric Computing Systems | | |
| | 09:00am-09:30am | Prof. Onur Mutlu | Recent Advances in Processing-in-DRAM |{{onur-MCCSys-ASPLOS-MemoryCentricComputing-30-March-2025.pdf|(PDF)}} {{onur-MCCSys-ASPLOS-MemoryCentricComputing-30-March-2025.pptx|(PPT)}}| | | 10:00 AM | Dr. Geraldo F. Oliveira | Processing-Using-Memory (PUM) Systems - Part I | | |
| |10:30am-11:00am | N/A | **Coffee Break** | | | | 10:30 AM | N/A | **Coffee Break** | | |
| |11:00am-11:30am | Geraldo F. Oliveira | Processing-Near-Memory Systems: Developments from Academia & Industry | {{geraldo-asplos25-lecture2-processing-near-memory-beforelecture.pdf|(PDF)}} {{geraldo-asplos25-lecture2-processing-near-memory-beforelecture.pptx|(PPT)}}| | | 10:45 AM | Ismail E. Yuksel | Functionally-Complete Boolean Logic in Real DRAM Chips | | |
| | 11:30am-12:00pm | Geraldo F. Oliveira | Processing-Using-Memory Systems for Bulk Bitwise Operations | {{geraldo-asplos25-lecture4-processing-using-memory-beforelecture.pdf|(PDF)}} {{geraldo-asplos25-lecture4-processing-using-memory-beforelecture.pptx|(PPT)}}| | | 11:15 AM | Dr. Geraldo F. Oliveira | Processing-Using-Memory (PUM) Systems - Part II | | |
| | 12:00am-12:30pm | Dr. Mohammad Sadr | Processing-Near-Storage & Processing-Using-Storage | {{mohammad-mcc-asplos-memorycentriccomputing-30-march-2025.pdf|(PDF)}} {{mohammad-mcc-asplos-memorycentriccomputing-30-march-2025.pptx|(PPT)}}| | | 11:45 AM | Dr. Geraldo F. Oliveira | Processing-Near-Memory (PNM) Systems: Academia & Industry Developments - Part I | | |
| | 12:30pm | Geraldo F. Oliveira | Infrastructure for PIM Research & Research Challenges | {{geraldo-asplos25-lecture6-adoption-programmability-beforelecture.pdf|(PDF)}}{{geraldo-asplos25-lecture6-adoption-programmability-beforelecture.pptx|(PPT)}} | | | 12:00 PM | N/A | **Lunch** | | |
| | 12:30pm-02:00pm | N/A | **Lunch Break** | | | | 01:00 PM | Dr. Geraldo F. Oliveira |Processing-Near-Memory (PNM) Systems: Academia & Industry Developments - Part II | | |
| | 02:00pm-02:30pm | [[https://cfaed.tu-dresden.de/ccc-staff/hamid-farzaneh|Hamid Farzaneh]] | CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms |{{hamid_farzaneh.pdf|(PDF)}} {{hamid_farzaneh.pptx|(PPT)}}| | | 01:30 PM | Dr. Konstantina Koliogeorgi | PIM Architectures for Bioinformatics | | |
| | 02:30pm-03:00pm | Theocharis Diamantidis | Harnessing PIM Techniques for Accelerating Sum Operations in FPGA-DRAM Architectures| {{theocharis_diamantidis.pdf|(PDF)}} {{theocharis_diamantidis.pptx|(PPT)}}| | | 02:00 PM | Dr. Geraldo F. Oliveira | Infrastructure for PIM Research & Research Challenges | | |
| | 03:00pm-03:30pm | Krystian Chmielewski | Pitfalls of UPMEM Kernel Development |{{Pitfalls of UPMEM kernel development.pdf|(PDF)}} {{Pitfalls of UPMEM kernel development.pptx|(PPT)}}| | | 02:30 PM | Dr. Geraldo F. Oliveira | //Proteus//: Achieving High-Performance Processing-Using-DRAM with Dynamic Bit-Precision, Adaptive Data Representation, and Flexible Arithmetic | | |
| | 03:30pm-04:00pm | N/A | **Coffee Break** | | | | 03:00 PM | N/A | **Coffee Break** | | |
| | 04:00pm-04:30pm | Yintao He | PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System | {{PAPI-afterDR2.pdf|(PDF)}} {{PAPI-afterDR2.pptx|(PPT)}}| | | 03:15 PM | Taewoon Kang | SparsePIM: An Efficient HBM-Based PIM Architecture for Sparse Matrix-Vector Multiplications | | |
| | 04:30pm-05:00pm | [[https://web.eecs.umich.edu/~yufenggu/|Yufeng Gu]] | PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference | {{CENT-Talk-20min.pdf|(PDF)}} | | | 03:45 PM | Prof. Elaheh Sadredini | TBD | | |
| | 05:00pm-05:30pm | [[https://cgiannoula.github.io/|Dr. Christina Giannoula]] | PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures | {{PyGIM_PIMWorkshop_ASPLOS25.pdf|(PDF)}} {{PyGIM_PIMWorkshop_ASPLOS25.pptx|(PPT)}}| | | 04:15 PM | Melina Soysal | MARS: Processing-In-Memory Acceleration of Raw Signal Genome Analysis Inside the Storage Subsystem | | |
| | | 04:45 PM | Dr. Geraldo F. Oliveira | Closing Remarks | | |
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| ==== Tutorial Materials ==== | |
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| TBA | |
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| ==== Invited Speakers ==== | ==== Invited Speakers ==== |
