Скачать или смотреть ISCA 2023 Tutorial: Real-world Processing-in-Memory Systems for Modern Workloads

ISCA 2023 Tutorial: Real-world Processing-in-Memory Systems for Modern Workloads
https://events.safari.ethz.ch/isca-pi...

Organizers: Dr. Juan Gómez-Luna and professor Onur Mutlu

Talks (18.06.2023):
00:11:35: Dr Juan Gómez Luna, “Welcome & Agenda”.
00:19:50: Prof. Onur Mutlu, “Memory-centric Computing: Introduction to PIM as a Paradigm to Overcome the Data Movement Bottleneck”.
PIM taxonomy: PNM (processing near memory) and PUM (processing using memory).
01:46:40: Dr. Juan Gómez Luna, “Processing-Near-Memory: Real PNM”.
PNM prototypes: Samsung HBM-PIM, SK Hynix AiM, Samsung AxDIMM, Alibaba HB-PNM.
UPMEM PIM: Architecture and Programming. (note no sound until 01:49:30)
Coffee break
02:42:00: Prof. Izzat El Hajj (AUB), “High-throughput Sequence Alignment using Real Processing-in-Memory Systems”
03:16:37 Dr. Christina Giannoula (UofT), “SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems”.
Lunch break
04:02:13 Dr. Sukhan Lee (Samsung), “Introducing Real-world HBM-PIM Powered System for Memory-bound Applications”.
05:07:46: Dr. Juan Gómez Luna/Ataberk Olgun, “Processing-Using-Memory and PUM Prototypes: Ambit/SIMDRAM, PiDRAM”.
Coffee break
06:11:18 Dr. Juan Gómez Luna, “Accelerating Modern Workloads on a General-purpose PIM System”.
07:16:58 Dr. Juan Gómez Luna, “Adoption Issues: How to Enable PIM?”
07:22:14 Dr. Juan Gómez Luna, “Introduction/Preparation for Hands-on labs”.
Optional - Hands-on Lab: Programming and Understanding a Real PIM Architecture.

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Recommended Readings:
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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...