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--- start [2024/05/22 14:38] – [Tutorial Materials] geraldod
+++ start [2024/06/20 10:48] (current) – [Tutorial Materials] geraldod
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 Recent PIM products and prototypes place compute units near the memory arrays. New memory interfaces like CXL (Compute Express Link) aid the enablement of compute-capable memories. At the same time, academia and industry are actively exploring other types of PIM by, e.g., exploiting the analog operation of DRAM, SRAM, flash memory, and emerging non-volatile memories, and hybrid PIM architectures that combine processing capabilities of different types and at different parts of the memory/storage hierarchy.
-{{:memory_centric_comp_banner.jpeg?400 |}}
+{{:heart24_banner.jpeg?400 |}}
 PIM can improve performance and energy efficiency for many modern applications, enabling a commercially viable way of dealing with huge amounts of data bottlenecking our computing systems, which is especially exacerbated by workloads like AI/ML and genomics. In fact, workloads like large language model training and inference can potentially be “killer applications'' for PIM.
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 ==== Livestream ====
-[[https://www.youtube.com/watch?v=KV2MXvcBgb0 |YouTube livestream]]
+[[https://www.youtube.com/live/0YKI2pVmrik |YouTube livestream]]
-{{youtube>KV2MXvcBgb0?large}}
+{{youtube>0YKI2pVmrik?large}}
 ==== Organizers ====
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 ===== Agenda (June 21, 2024) =====
 ==== Lectures (tentative schedule, time zone: UTC+1) ====
-  * 2:00 pm-2:40 pm, Prof. Onur Mutlu / Geraldo F. Oliveira, "Memory-Centric Computing: Introduction to PIM as a Paradigm to Overcome the Data Movement Bottleneck."
+  * 10:30 am-11:00 am, Prof. Onur Mutlu / Geraldo F. Oliveira, "Memory-Centric Computing: Introduction to PIM as a Paradigm to Overcome the Data Movement Bottleneck."
     * Introduction: PIM as a paradigm to overcome the data movement bottleneck. Workload analysis and system bottlenecks.
     * PIM taxonomy: technology, location, and nature of computation (e.g., PNM (processing-near-memory) and PUM (processing-using-memory).
     * Advances in different types of PIM at different parts of the memory/storage systems.
     * Research challenges and opportunities in PIM systems, with a focus on enabling adoption in the real world.
-  * 3:00 pm-3:20 pm, Geraldo F. Oliveira, "Real-World PNM Systems."
+  * 11:00 am-11:20 am, Geraldo F. Oliveira, "Real-World PNM Systems."
     * Example real-world PNM systems: UPMEM PIM, Samsung HBM-PIM & CXL-PNM, SK Hynix AiM & CMS 2.0, Samsung AxDIMM, Alibaba PNM, Mythic.
-  * 3:30 pm-3:50 pm, Geraldo F. Oliveira, "PUM Systems for Bulk Bitwise Operations."
+  * 11:30 am-12:00 pm, Geraldo F. Oliveira, "PUM Systems for Bulk Bitwise Operations."
     * PUM systems for bulk bitwise operations in simulated and off-the-shelf memory technologies (DRAM, SRAM, and NVM).
-  * 4:00 pm-4:20 pm, Geraldo F. Olveira, "PIM Programming & Infrastructure for PIM Research."
+    * 12:30 pm-02:00pm, Lunch break.
+  * 02:00 pm-02:30 pm, Geraldo F. Olveira, "PIM Programming & Infrastructure for PIM Research."
     * Programming techniques and tools for PIM systems.
     * Infrastructures for doing PIM Research (simulation, real systems, FPGA prototypes).
-  * 4:30 pm-5:00 pm, Geraldo F. Oliveira, “Introduction/Preparation for Hands-on Labs.”
+  * 02:30 pm-03:00 pm, Geraldo F. Oliveira, “Introduction/Preparation for Hands-on Labs.”
     * Optional - Hands-on Lab: Programming and Understanding a Real PIM Architecture.
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 ^ Time ^ Speaker ^ Title ^ Materials ^
-| 2:00pm-2:40pm  | Prof. Onur Mutlu / Geraldo F. Oliveira | Memory-Centric Computing |{{.pdf|(PDF)}} {{|(PPT)}}|
+| 10:30am-11:00am  | Prof. Onur Mutlu / Geraldo F. Oliveira | Memory-Centric Computing |{{geraldo-heart24-lecture1-memory-centric-computing-beforelecture.pdf|(PDF)}} {{geraldo-heart24-lecture1-memory-centric-computing-beforelecture.pptx|(PPT)}}|
-| 3:00pm-3:20pm  | Geraldo F. Oliveira | Real-World PNM Systems |{{|(PDF)}} {{|(PPT)}}|
+| 11:00am-11:20am  | Geraldo F. Oliveira | Real-World PNM Systems |{{geraldo-heart24-lecture2-processing-near-memory-beforelecture.pdf|(PDF)}} {{geraldo-heart24-lecture2-processing-near-memory-beforelecture.pptx|(PPT)}}|
-| 3:30pm-3:50pm  | Geraldo F. Oliveira | PUM Systems for Bulk Bitwise Operations |{{|(PDF)}} {{|(PPT)}}|
+| 11:30am-12:00pm  | Geraldo F. Oliveira | PUM Systems for Bulk Bitwise Operations |{{geraldo-heart24-lecture3-processing-using-memory-beforelecture.pdf|(PDF)}} {{geraldo-heart24-lecture3-processing-using-memory-beforelecture.pptx|(PPT)}}|
-| 4:00pm-4:20pm  | Geraldo F. Oliveira | PIM Programming & Infrastructure for PIM Research |{{|(PDF)}} {{|(PPT)}}|
+| 12:30pm-02:00pm  | | Lunch Break|
-| 4:30pm-5:00pm  | Geraldo F. Oliveira| Hands-on Lab: Programming and Understanding a Real Processing-in-Memory Architecture |{{|(Handout)}} \\ {{|(PDF)}} {{|(PPT)}}|
+| 02:00pm-02:30pm  | Geraldo F. Oliveira | PIM Programming & Infrastructure for PIM Research |{{geraldo-heart24-lecture4-adoption-programmability-beforelecture.pdf|(PDF)}} {{geraldo-heart24-lecture4-adoption-programmability-beforelecture.pptx|(PPT)}}|
+| 02:30pm-03:30pm  | Geraldo F. Oliveira| Hands-on Lab: Programming and Understanding a Real Processing-in-Memory Architecture |{{heart_2024___pim_tutorial_handout.pdf|(Handout)}} \\ {{geraldo-heart24-processingupmem.pdf|(PDF)}} {{geraldo-heart24-processingupmem.pptx|(PPT)}}|
 ==== Learning Materials ====