Virtual PIM: Resource-Aware Dynamic DPU Allocation and Workload Scheduling Framework for Multi-DPU PIM Architecture-Reference-Cited by-同舟云学术

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Virtual PIM: Resource-Aware Dynamic DPU Allocation and Workload Scheduling Framework for Multi-DPU PIM Architecture

Published:2023-10-21 Issue: Volume: Page:
ISSN:
Container-title:2023 32nd International Conference on Parallel Architectures and Compilation Techniques (PACT)
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Author:

Kim Donghyeon¹,Kim Taehoon¹,Hwang Inyong²,Park Taehyeong²,Kim Hanjun²,Kim Youngsok²,Park Yongjun²

Affiliation:

1. Hanyang University

2. Yonsei University

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10364561/10364563/10364601.pdf?arnumber=10364601

Reference37 articles.

1. Memory system characterization of deep learning workloads

2. A Performance Characterization of Scientific Machine Learning Workflows

3. A comprehensive memory analysis of data intensive workloads on server class architecture

4. Google Workloads for Consumer Devices

5. Beyond the Memory Wall: A Case for Memory-Centric HPC System for Deep Learning

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems;2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2024-05-05

2. NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing;Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3;2024-04-27

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