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22nd PDCAT 2021: Guangzhou, China
- Hong Shen, Yingpeng Sang, Yong Zhang, Nong Xiao, Hamid R. Arabnia, Geoffrey C. Fox, Ajay Gupta, Manu Malek:
Parallel and Distributed Computing, Applications and Technologies - 22nd International Conference, PDCAT 2021, Guangzhou, China, December 17-19, 2021, Proceedings. Lecture Notes in Computer Science 13148, Springer 2022, ISBN 978-3-030-96771-0
Networking and Architectures
- Jingcheng Shen
, Yifan Wu, Masao Okita, Fumihiko Ino:
Accelerating GPU-Based Out-of-Core Stencil Computation with On-the-Fly Compression. 3-14 - Jiadong Peng
Routing with Ant Colony Optimization in Wireless Mesh Networks. 15-26 - Zihui Wu, Yi Xie, Ziyang Wu:
A Light-Weight Scheme for Detecting Component Structure of Network Traffic. 27-35 - Jiahao Li, Mulya Agung
Evaluating the Performance and Conformance of a SYCL Implementation for SX-Aurora TSUBASA. 36-47 - Tan Cai, Hong Shen:
Bayesian Optimization-Based Task Scheduling Algorithm on Heterogeneous System. 48-56 - Xianzhi Zhang
Optimizing Uplink Bandwidth Utilization for Crowdsourced Livecast. 57-68 - Rongfeng Huang, Tianyu Yu, Shifang Liu, Xinyin Zhang, Yonghua Zhao:
A Batched Jacobi SVD Algorithm on GPUs and Its Application to Quantum Lattice Systems. 69-80 - Zhipeng Xu, Qingsong Zou:
A Molecular Dynamics Based Multi-scale Platelet Aggregation Model and Its High-Throughput Simulation. 81-92 - Wei Yu, Yujie Liao:
Approximation and Polynomial Algorithms for Multi-depot Capacitated Arc Routing Problems. 93-100 - Huifang Li, Yidong Li, Jiaming Liu, Zhibin Hong, Tianshu Hu, Yan Ren:
Zero-Shot Face Swapping with De-identification Adversarial Learning. 101-112 - Haisheng Yu
An User-Driven Active Way to Push ACL in Software-Defined Networking. 113-120 - Chengpeng Xia, Yawen Chen, Haibo Zhang, Hao Zhang, Jigang Wu:
Photonic Computing and Communication for Neural Network Accelerators. 121-128 - Fei Dai
Performance Comparison of Multi-layer Perceptron Training on Electrical and Optical Network-on-Chips. 129-141 - Hongjian Wang, Youdong Wu, Shan Ouyang, Xunlei Chen, Yunfu Shen, Yi Jin:
The Design and Implementation of Reconfigurable Quaternary Logic Processor. 142-149 - Cheng Ji
A 3D Dubins Curve Constructing Method Based on Particle Swarm Optimization. 150-160
Software Systems and Technologies
- Riku Nunokawa, Yoichi Shimomura, Mulya Agung, Ryusuke Egawa, Hiroyuki Takizawa
Towards Conflict-Aware Workload Co-execution on SX-Aurora TSUBASA. 163-174 - Vivek Bengre, M. Reza HoseinyFarahabady, Mohammad Pivezhandi, Albert Y. Zomaya
A Learning-Based Scheduler for High Volume Processing in Data Warehouse Using Graph Neural Networks. 175-186 - Bing Wei, Jigang Wu, Xiaosong Su, Qiang Huang, Yujun Liu:
Adaptive Updates for Erasure-Coded Storage Systems Based on Data Delta and Logging. 187-197 - Martin Sandrieser, Siegfried Benkner:
Matching Program Implementations and Heterogeneous Computing Systems. 198-209 - Liming Yang, Yi Ren, Jianbo Guan, Bao Li, Jun Ma, Peng Han, Yusong Tan:
FastDCF: A Partial Index Based Distributed and Scalable Near-Miss Code Clone Detection Approach for Very Large Code Repositories. 210-222 - Senhao Shao, Yizhuo Wang, Weixing Ji, Jianhua Gao
Towards Optimal Fast Matrix Multiplication on CPU-GPU Platforms. 223-236 - Yuying Zhao, Pengwei Wang, Hengdi Huang, Zhaohui Zhang:
Temperature Matrix-Based Data Placement Using Improved Hungarian Algorithm in Edge Computing Environments. 237-248 - Seiji Saito, Satoshi Fujita:
Realtime Physics Simulation of Large Virtual Space with Docker Containers. 249-260 - Yongqiang Gao, Ke Feng:
A Deep Reinforcement Learning-Based Approach to the Scheduling of Multiple Workflows on Non-dedicated Edge Servers. 261-272 - Weiyi Lin, Qiang Qu
A MVCC Approach to Parallelizing Interoperability of Consortium Blockchain. 273-285 - Mengqiu Zhang, Qiang Qu
An Effective and Reliable Cross-Blockchain Data Migration Approach. 286-294 - Fengmin Wang
Algorithm for the Facility Location Problem with Origin and Destination. 295-302 - Jian-bin Lu, Yang Yu, Maolin Pan:
Reinforcement Learning-Based Auto-scaling Algorithm for Elastic Cloud Workflow Service. 303-310 - Taoshen Li, Mingyu Lu:
Optimal Energy Efficiency Strategy of mm Wave Cooperative Communication Small Cell Based on SWITP. 311-323 - M. Reza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya
Low Latency Execution Guarantee Under Uncertainty in Serverless Platforms. 324-335 - Jie Zhou, Jing Li, Shanlin Qin, Rongliang Chen:
High Resolution Patient-Specific Blood Flow Simulation in a Full-Size Aneurysmal Aorta Based on a Parallel Two-Level Method. 336-348 - Zhongming Fu
Optimizing Data Locality by Executor Allocation in Reduce Stage for Spark Framework. 349-357 - Yanshul Sharma, Zinea Das, Sanjay Moulik
TEFRED: A Temperature and Energy Cognizant Fault-Tolerant Real-Time Scheduler Based on Deadline Partitioning for Heterogeneous Platforms. 358-366
Algorithms and Applications
- Yuanwei Liufu, Hong Shen:
Social Recommendation via Graph Attentive Aggregation. 369-382 - Marcel Köster, Julian Groß, Antonio Krüger:
MACSQ: Massively Accelerated DeepQ Learning on GPUs Using On-the-fly State Construction. 383-395 - Biyang Hu, Chao Yu, Zifan Wu:
Model-Based Multi-agent Policy Optimization with Dynamic Dependence Modeling. 396-411 - Zhenshan Bao, Wei Bai, Wenbo Zhang:
Multi-index Federated Aggregation Algorithm Based on Trusted Verification. 412-420 - Yuehui Wang, Qing Wang, Dongyu Zhang:
Few-Shot Generative Learning by Modeling Stereoscopic Priors. 421-429 - Fan Yuan, Luhong Diao, Donglei Du, Lei Liu:
Distributed Fair k-Center Clustering Problems with Outliers. 430-440 - Zhengkai Ding, Qiming Fu, Jianping Chen, Hongjie Wu, You Lu, Fuyuan Hu:
Multi-zone Residential HVAC Control with Satisfying Occupants' Thermal Comfort Requirements and Saving Energy via Reinforcement Learning. 441-451 - Ruiqi Yang, Suixiang Gao, Lu Han, Gaidi Li, Zhongrui Zhao:
Approximating BP Maximization with Distorted-Based Strategy. 452-459 - Jingjing Tan, Yue Sun, Yicheng Xu, Juan Zou:
Streaming Algorithms for Maximization of a Non-submodular Function with a Cardinality Constraint on the Integer Lattice. 460-465 - Lu Cao, Xinyue Liu, Hong Shen:
Adaptable Focal Loss for Imbalanced Text Classification. 466-475 - Haïfa Nakouri
Roman Amphitheater Classification Using Convolutional Neural Network and Data Augmentation. 476-484 - Bin Wu, Yuehong Wu, Shangsong Liang:
Data-Hungry Issue in Personalized Product Search. 485-494 - Xuankun Chen, Junhong Chen, Dongyu Zhang:
Jointly Super Resolution and Degradation Learning on Unpaired Real-World Images. 495-503 - Siyuan Ma, Qintai Hu, Shuping Zhao, Lin Jiang, Wenyan Wu:
Enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification. 504-511 - Yuqin Lu, Yilan Fu, Jiangzhong Cao, Shangsong Liang, Wing-kuen Ling:
Latent Multi-view Subspace Clustering Based on Schatten-P Norm. 512-520
Security and Privacy
- Richa Sarma, Ferdous Ahmed Barbhuiya:
MOFIT: An Efficient Access Control Scheme with Attribute Merging and Outsourcing Capability for Fog-Enhanced IoT. 523-535 - Haoyu Chen, Naiyue Chen, He Liu, Honglei Zhang, Jiabo Xu, Huaping Chen, Yidong Li:
RepBFL: Reputation Based Blockchain-Enabled Federated Learning Framework for Data Sharing in Internet of Vehicles. 536-547 - Chaoxin Cai, Yingpeng Sang
Multimodal Fusion Representation Learning Based on Differential Privacy. 548-559 - Peidong Guan, Yunqi Wan, Zhuoran Zhang, Fangguo Zhang
Efficient List Decoding Applied to $\mathrm{ECC}^2$. 560-567 - Jinghao Huang, Yingpeng Sang
Federated Data Integration for Heterogeneous Partitions Based on Differential Privacy. 568-575 - Hai Trieu Le, Lam Nguyen Tran Thanh
Patient-Chain: Patient-centered Healthcare System a Blockchain-based Technology in Dealing with Emergencies. 576-583 - Guifen Zhang, Hangui Wei, Lina Ge, Xia Qin:
A Differential Privacy Image Publishing Method Based on Wavelet Transform. 584-595 - Weizheng Li, Yingpeng Sang
Traffic Matrix Prediction Based on Differential Privacy and LSTM. 596-603 - Heng Ouyang, Hongqin Lyu, Shigong Long, Hai Liu, Hongfa Ding:
A Blockchain-Based Continuous Query Differential Privacy Algorithm. 604-615 - Sini Chen
Formalization and Verification of Group Communication CoAP Using CSP. 616-628
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