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19th NPC 2022: Jinan, China
- Shaoshan Liu, Xiaohui Wei:
Network and Parallel Computing - 19th IFIP WG 10.3 International Conference, NPC 2022, Jinan, China, September 24-25, 2022, Proceedings. Lecture Notes in Computer Science 13615, Springer 2022, ISBN 978-3-031-21394-6
Architecture
- Zhihua Fan
, Wenming Li, Tianyu Liu
A Routing-Aware Mapping Method for Dataflow Architectures. 3-16 - Gan Tong
Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion. 17-29 - Hongli Zhong, Zhong Liu, Sheng Liu, Sheng Ma, Chen Li:
Adaptive Low-Cost Loop Expansion for Modulo Scheduling. 30-41 - Bo Wang, Sheng Ma, Zhong Liu, Libo Huang, Yuan Yuan, Yi Dai:
SADD: A Novel Systolic Array Accelerator with Dynamic Dataflow for Sparse GEMM in Deep Learning. 42-53 - Junjun Yan
CSR&RV: An Efficient Value Compression Format for Sparse Matrix-Vector Multiplication. 54-60 - Mingfeng Guo, Yaobin Wang, Jun Huang, Qingfeng Wang, Yaqing Zhang, Mu Xu, Fang Lu:
Rgs-SpMM: Accelerate Sparse Matrix-Matrix Multiplication by Row Group Splitting Strategy on the GPU. 61-66
Cloud Computing
- Ting Zhang, Dongyang Ou, Zhefeng Ge, Congfeng Jiang, Christophe Cérin, Longchuan Yan:
Interference-aware Workload Scheduling in Co-located Data Centers. 69-82 - Ruizhe Tong:
FaaSPipe: Fast Serverless Workflows on Distributed Shared Memory. 83-95 - Mocheng Li, Zhiguang Chen, Nong Xiao, Liu Yang, Luo Xi, Tao Chen:
TopKmer: Parallel High Frequency K-mer Counting on Distributed Memory. 96-107 - Weilin Cai, Heng Chen, Zhimin Zhuo, Ziheng Wang
Flexible Supervision System: A Fast Fault-Tolerance Strategy for Cloud Applications in Cloud-Edge Collaborative Environments. 108-113 - Lin Wang, Tianyuan Huang, Shichao Geng, Donghua Li, Xiaomin Zhu, Huaxiang Zhang:
Adjust: An Online Resource Adjustment Framework for Microservice Programs. 114-119 - Lu Zhang, Yifei Pu, Cheng Xu, Du Liu, Zeyi Lin, Xiaofeng Hou, Pu Yang, Shang Yue, Chao Li, Minyi Guo:
Cloud-Native Server Consolidation for Energy-Efficient FaaS Deployment. 120-126
Deep Learning
- Chao Xiao, Jihua Chen, Lei Wang:
NeuProMa: A Toolchain for Mapping Large-Scale Spiking Convolutional Neural Networks onto Neuromorphic Processor. 129-142 - Teng Wang
Multi-clusters: An Efficient Design Paradigm of NN Accelerator Architecture Based on FPGA. 143-154 - Wenting Tan, Xiao Shi, Zhengyu Lei, Dong Liang, Cunchi Lv, Xiaohong Wang, Xiaofang Zhao:
TrainFlow: A Lightweight, Programmable ML Training Framework via Serverless Paradigm. 155-167 - Songwen Pei, Jie Luo, Sheng Liang:
DRP: Discrete Rank Pruning for Neural Network. 168-179 - Songwen Pei, Jianan Li, Yihuan Qian, Jie Tang, Jean-Luc Gaudiot:
TransMigrator: A Transformer-Based Predictive Page Migration Mechanism for Heterogeneous Memory. 180-191 - Xinyu Liu, Gaole Sai, Shengyu Duan
Hardware Acceleration for 1D-CNN Based Real-Time Edge Computing. 192-204
Emerging Applications
- Zhikai Qin, Tao Li, Li Shen:
DLC: An Optimization Framework for Full-State Quantum Simulation. 207-218 - Hao Guo, Xiaohui Wei, Xingwang Wang, Xiaonan Wang, Chenghao Ren, Meikang Qiu:
Approximation Algorithms for Reliability-Aware Maximum VoI on AUV-Aided Data Collections. 219-230 - Weiqi Dai
CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism. 231-242 - Xingxia Gao, Xiumin Zhu, Linbo Zhai:
Number of UAVs and Mission Completion Time Minimization in Multi-UAV-Enabled IoT Networks. 243-254 - Jie Tang, Yuxuan Zhao, Rui Huang:
A Spatial-Temporal Similarity-Based Cooperative Surveillance Framework by Edge. 255-260 - Jie Tang, Kai Jiang, Rui Huang:
A Progressive Transmission Method of Cloud Point Data for HD Map in Autonomous Driving. 261-266 - Zhimin Zeng
IMRSim: A Disk Simulator for Interlaced Magnetic Recording Technology. 267-273
Storage and I/O
- Wenhao Gu, Xuchao Xie, Dezun Dong:
Alleviating Performance Interference Through Intra-Queue I/O Isolation for NVMe-over-Fabrics. 277-289 - Yangyang Wang, Yunpeng Chai, Qingpeng Zhang
WALOR: Workload-Driven Adaptive Layout Optimization of Raft Groups for Heterogeneous Distributed Key-Value Stores. 290-301 - Hongtao Wang, Yang Liu, Peiquan Jin, Mingchen Lu, Xiangyu Zhuang, Yuanjing Lin, Kuankuan Guo:
Efficient Data Placement for Zoned Namespaces (ZNS) SSDs. 302-314 - Kaiyue Wu, Jianwen Wei, James Lin:
SchedP: I/O-aware Job Scheduling in Large-Scale Production HPC Systems. 315-326 - Xuran Ge, Ming-che Lai, Yang Liu, Lizhou Wu, Zhutao Zhuang, Yang Ou, Zhiguang Chen, Nong Xiao:
SpacKV: A Pmem-Aware Key-Value Separation Store Based on LSM-Tree. 327-339 - Qianmian Yu, Jing Zhou:
Consistent and Efficient Batch Operations for NoSQL Databases with Hybrid Timestamp. 340-351
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