ISCA 2023 Tutorial: Real-world Processing-in-Memory Systems for Modern Workloads
🎞️ · 19.06.2023 · 01:20:38 ··· Montag ⭐ 0 🎬 0
📺 Onur Mutlu Lectures
🎬 · 19.06.2023 · 01:20:38 ··· Montag
😎 · 03.07.2024 · 15:40:29 ··· MiTTwoch
ISCA 2023 Tutorial: Real-world Processing-in-Memory Systems for Modern Workloads
https://events.safari.ethz.ch/isca-pim-tutorial/doku.php?id=start
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.
====================
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
· 19.06.2023 · 01:20:38 ··· Montag
U
U
L
L
T
* 1687130438
* 1687130438
X 0
Y 0
P
C 27072
B 4
V 104
* · 08.08.2022 · 00:00:00 ···
2 · 23.04.2023 · 11:49:40 ···
L · 01.01.1970 · 01:00:00 ···
C · 11.06.2024 · 23:22:37 ···
💘 🖱️ * · 01.01.1970 · 01:00:00 ···
* · 01.01.1970 · 01:00:00 ···
· 01.01.1970 · 01:00:00 ···
**##
*** · 01.01.1970 · 01:00:00 ··· ::
*2* · 01.01.1970 · 01:00:00 ··· ::
*L* · 01.01.1970 · 01:00:00 ··· ::
*C* · 01.01.1970 · 01:00:00 ··· ::
********
