Skip to main content
SpringerLink
Log in

Network and Parallel Computing

19th IFIP WG 10.3 International Conference, NPC 2022, Jinan, China, September 24–25, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Shaoshan Liu

    1. PerceptIn, Inc., Fremont, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Xiaohui Wei

    1. Jilin University, Changchun, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13615)

Included in the following conference series:

Conference proceedings info: NPC 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (31 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Architecture

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Routing-Aware Mapping Method for Dataflow Architectures

      • Zhihua Fan, Wenming Li, Tianyu Liu, Xuejun An, Xiaochun Ye, Dongrui Fan
      Pages 3-16

    3. Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion

      • Gan Tong, Run Yan, Ling Yang, Mengqiao Lan, Jing Zhang, Yuanhu Cheng et al.
      Pages 17-29

    4. Adaptive Low-Cost Loop Expansion for Modulo Scheduling

      • Hongli Zhong, Zhong Liu, Sheng Liu, Sheng Ma, Chen Li
      Pages 30-41

    5. SADD: A Novel Systolic Array Accelerator with Dynamic Dataflow for Sparse GEMM in Deep Learning

      • Bo Wang, Sheng Ma, Zhong Liu, Libo Huang, Yuan Yuan, Yi Dai
      Pages 42-53

    6. CSR&RV: An Efficient Value Compression Format for Sparse Matrix-Vector Multiplication

      • Junjun Yan, Xinhai Chen, Jie Liu
      Pages 54-60

    7. Rgs-SpMM: Accelerate Sparse Matrix-Matrix Multiplication by Row Group Splitting Strategy on the GPU

      • Mingfeng Guo, Yaobin Wang, Jun Huang, Qingfeng Wang, Yaqing Zhang, Mu Xu et al.
      Pages 61-66

  3. Cloud Computing

    1. Front Matter

      Pages 67-67
      Download chapter PDF

    2. Interference-aware Workload Scheduling in Co-located Data Centers

      • Ting Zhang, Dongyang Ou, Zhefeng Ge, Congfeng Jiang, Christophe Cérin, Longchuan Yan
      Pages 69-82

    3. FaaSPipe: Fast Serverless Workflows on Distributed Shared Memory

      • Ruizhe Tong
      Pages 83-95

    4. TopKmer: Parallel High Frequency K-mer Counting on Distributed Memory

      • Li Mocheng, Chen Zhiguang, Xiao Nong, Liu Yang, Luo Xi, Chen Tao
      Pages 96-107

    5. Flexible Supervision System: A Fast Fault-Tolerance Strategy for Cloud Applications in Cloud-Edge Collaborative Environments

      • Weilin Cai, Heng Chen, Zhimin Zhuo, Ziheng Wang, Ninggang An
      Pages 108-113

    6. Adjust: An Online Resource Adjustment Framework for Microservice Programs

      • Lin Wang, Tianyuan Huang, Shichao Geng, Donghua Li, Xiaomin Zhu, Huaxiang Zhang
      Pages 114-119

    7. Cloud-Native Server Consolidation for Energy-Efficient FaaS Deployment

      • Lu Zhang, Yifei Pu, Cheng Xu, Du Liu, Zeyi Lin, Xiaofeng Hou et al.
      Pages 120-126

  4. Deep Learning

    1. Front Matter

      Pages 127-127
      Download chapter PDF

    2. NeuProMa: A Toolchain for Mapping Large-Scale Spiking Convolutional Neural Networks onto Neuromorphic Processor

      • Chao Xiao, Jihua Chen, Lei Wang
      Pages 129-142

    3. Multi-clusters: An Efficient Design Paradigm of NN Accelerator Architecture Based on FPGA

      • Teng Wang, Lei Gong, Chao Wang, Yang Yang, Yingxue Gao
      Pages 143-154

    4. TrainFlow: A Lightweight, Programmable ML Training Framework via Serverless Paradigm

      • Wenting Tan, Xiao Shi, Zhengyu Lei, Dong Liang, Cunchi Lv, Xiaohong Wang et al.
      Pages 155-167

    5. DRP:Discrete Rank Pruning for Neural Network

      • Songwen Pei, Jie Luo, Sheng Liang
      Pages 168-179
Back to top

Other volumes

  1. Network and Parallel Computing

Keywords

About this book

This book constitutes the proceedings of the 19th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2022, which was held in Jinan, China, during September 24-25, 2022.

The 23 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 89 submissions. They were organized in topical sections as follows: computer architecture; cloud computing; deep learning; emerging applications; and storage and IO.

Editors and Affiliations

  • PerceptIn, Inc., Fremont, USA

    Shaoshan Liu

  • Jilin University, Changchun, China

    Xiaohui Wei

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation