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Network and Parallel Computing

20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7–8, 2024, Proceedings, Part I

  • Conference proceedings
  • © 2025

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Editors:
  1. Xu Chen

    1. Sun Yat-sen University, Guangzhou, China

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  2. Geyong Min

    1. University of Exeter, Exeter, UK

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  3. Deke Guo

    1. National University of Defense Technology, Changsha, China

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  4. Xia Xie

    1. Hainan University, Haikou, China

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  5. Lingjun Pu

    1. Nankai University, Tianjin, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 15527)

Included in the following conference series:

Conference proceedings info: NPC 2024.

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About this book

This two part LNCS 15227 and 15528 volumes constitutes the proceedings of the 20th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2024, which was held in Haikou, China, during December 7–8, 2024.

The 76 full papers presented in this volume were carefully reviewed and selected from 200 submissions. They are organized according to the following topics: 

Part-I : High-performance and Parallel Computing; Novel Memory and Storage Systems; and Emerging Architectures and Systems.

Part-II : Edge Computing and Intelligence; Federated Learning Algorithms and Systems; Emerging Networks; and In-network Computing and Processing.

Keywords

Table of contents (37 papers)

  1. Novel Memory and Storage Systems

    1. HASLB: Huge Page Allocation Strategy Optimized for Load-Balance in Parallel Computing Programs

      • Lei Yue, Tao Wu, Yang Shen, Jin Zhang, Wenzhe Zhang
      Pages 231-242

    2. LightFinder: Finding Persistent Items with Small Memory

      • Lu Cao, Weiqiang Xiao, Weizhe Zhang
      Pages 243-255

    3. MiDedup: A Restore-Friendly Deduplication Method on Docker Image Storage Systems

      • Lisha Qin, Haoliang Tan, Xiangyu Zou, Wenhao Ou, Yan Wei, Rubing Huang et al.
      Pages 256-269

    4. SPLR: A Selective Packet Loss Recovery for Improved RDMA Performance

      • Pingping Dong, Liying Chen, Xiaojuan Lu, Xin Zhang, Lianming Zhang, Jiawei Huang et al.
      Pages 270-282

  2. Emerging Architectures and Systems

    1. Front Matter

      Pages 283-283
      Download chapter PDF

    2. A Cluster-Based Platoon Formation Scheme for Realistic Automated Vehicle Platooning

      • Ziye Liu, Chen Chen, Qizhong Zhang, Zhiyi Wang, Yoong Choon Chang, Lei Liu et al.
      Pages 285-296

    3. AnaNET: Anatomical Network for Aggregated Time Series Forecasting in Multi-layered Architecture

      • Tiancheng Zhang, Cheng Zhang, Shuren Liu, Xiaofei Wang, Shaoyuan Huang
      Pages 297-309

    4. Deep Reinforcement Learning for Large-Scale Scientific Workflow Scheduling with Improved Structure Feature Extraction and Sampling

      • Xumai Qi, Dongdong Zhang, Taotao Liu, Hongcheng Wang
      Pages 310-323

    5. Global Color-Aware Arbitrary Style Transfer with Discrete Wavelet Transform

      • Bochao Chen, Junhao Tan, Xiaoqiang Li, Songwen Pei
      Pages 324-335

    6. Incentivizing Crowdsensing for DT-Enabled Metaverse

      • Dongdong Ye, Xumin Huang, Yuan Wu, Jiawen Kang, Weifeng Zhong, Dusit Niyato
      Pages 336-347

    7. Intelligent Telemetry: P4-Driven Network Telemetry and Service Flow Intelligent Aviation Platform

      • Jing Gao, Fanqin Zhou, Mianxiong Dong, Lei Feng, Kaoru Ota, Zijian Li et al.
      Pages 348-359

    8. \(\mathbf {L^2SCD}\): Low-Latency Serverless Computing Dispatcher via Programmable Network Hardware

      • Song Liu, Yangyu Luo, Jiapei Xu, Xinjing Yuan, Jianzhong Zhang
      Pages 360-370

    9. LBoDSN: An In-Network Load Balancing Mechanism for Lossless Data Center Networks Based on Direct Switch Notification

      • Qingyu Shi, Fangxue Jiang, Huang Huang, Xiaocui Li, Chuang Li, Wenzhi Cao et al.
      Pages 371-382

    10. LDChain: A Lightweight and Scalable Blockchain System for Dynamic IoT Scenarios

      • Jianrong Wang, Yuxuan Cao, Dengcheng Hu, Qi Li, Sen Li, Xuewei Li et al.
      Pages 383-395

    11. MEGA: Mesh-Aligned 3DGS Towards Geometry-Preserving Online Reconstruction

      • Ke Luo, Shengyuan Ye, Tao Ouyang, Zhi Zhou
      Pages 396-408

    12. MTEE: Multiscale Temporal Entropy Evaluation Paradigm for Heterogeneous Complex Datasets

      • Ledong An, Chenyang Wang, Shaoyuan Huang, Yang Guo, Cheng Zhang, Chao Qiu et al.
      Pages 409-420

    13. nHAS: Neural-Compensated Hybrid Adaptive Scheduling for Cloud Gaming

      • Qianyun Gong, Jiapei Xu, Jianxin Shi, Xinjing Yuan, Jingdong Xu, Guanyu Gao et al.
      Pages 421-434

    14. QDPformer: Quantum-Driven Workload Prediction Model Based on Transformer

      • Zixuan Cui, Shaoyuan Huang, Cheng Zhang, Xudong Li, Xiaofei Wang, Chao Qiu et al.
      Pages 435-447

    15. RFaaS: Function Scheduling Across Heterogeneous Clusters

      • Zhihang Tang, Yiming Li, Zezheng Mao, Laiping Zhao, Keqiu Li
      Pages 448-460

    16. RV-CVP: A Flexible Variable Precision RISC-V ISA Extension for Convolutional Neural Network

      • Jingyi Zhu, Di Zhao, Weifeng Zhang, Zhijie Jia, Boran Liu, Guokai Chen
      Pages 461-473
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Other volumes

  1. Network and Parallel Computing

  2. Network and Parallel Computing

Editors and Affiliations

  • Sun Yat-sen University, Guangzhou, China

    Xu Chen

  • University of Exeter, Exeter, UK

    Geyong Min

  • National University of Defense Technology, Changsha, China

    Deke Guo

  • Hainan University, Haikou, China

    Xia Xie

  • Nankai University, Tianjin, China

    Lingjun Pu

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