Algorithms and Architectures for Parallel Processing : 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2-4, 2020 : proceedings. Part II

This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focus on two broad areas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications.-- Provided by publisher Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Distributing Data in Real Time Spatial Data Warehouse (Wael Hamdi, Sami Faiz)....Pages 3-13 Accelerating Sparse Convolutional Neural Networks Based on Dataflow Architecture (Xinxin Wu, Yi Li, Yan Ou, Wenming Li, Shibo Sun, Wenxing Xu et al.)....Pages 14-31 DAFEE: A Scalable Distributed Automatic Feature Engineering Algorithm for Relational Datasets (Wenqian Zhao, Xiangxiang Li, Guoping Rong, Mufeng Lin, Chen Lin, Yifan Yang)....Pages 32-46 Embedding Augmented Cubes into Grid Networks for Minimum Wirelength (Jingjing Xia, Yan Wang, Jianxi Fan, Weibei Fan, Yuejuan Han)....Pages 47-61 ELVMC: A Predictive Energy-Aware Algorithm for Virtual Machine Consolidation in Cloud Computing (Da-ming Zhao, Jian-tao Zhou, Shucheng Yu)....Pages 62-81 Design of a Convolutional Neural Network Instruction Set Based on RISC-V and Its Microarchitecture Implementation (Qiang Jiao, Wei Hu, Yuan Wen, Yong Dong, Zhenhao Li, Yu Gan)....Pages 82-96 Optimizing Accelerator on FPGA for Deep Convolutional Neural Networks (Yong Dong, Wei Hu, Yonghao Wang, Qiang Jiao, Shuang Chen)....Pages 97-110 HpQC: A New Efficient Quantum Computing Simulator (Haodong Bian, Jianqiang Huang, Runting Dong, Yuluo Guo, Xiaoying Wang)....Pages 111-125 Outsourced Privacy-Preserving Reduced SVM Among Multiple Institutions (Jun Zhang, Siu Ming Yiu, Zoe L. Jiang)....Pages 126-141 A Distributed Business-Aware Storage Execution Environment Towards Large-Scale Applications (Feng Jiang, Yongyang Cheng, Changkun Dong, Zhao Hui, Ruibo Yan)....Pages 142-156 QoS-Aware and Fault-Tolerant Replica Placement (Jingkun Hu, Zhihui Du, Sen Zhang, David A. Bader)....Pages 157-172 Neural Network Compression and Acceleration by Federated Pruning (Songwen Pei, Yusheng Wu, Meikang Qiu)....Pages 173-183 Scalable Aggregation Service for Satellite Remote Sensing Data (Jianwu Wang, Xin Huang, Jianyu Zheng, Chamara Rajapakshe, Savio Kay, Lakshmi Kandoor et al.)....Pages 184-199 Edge-Assisted Federated Learning: An Empirical Study from Software Decomposition Perspective (Yimin Shi, Haihan Duan, Yuanfang Chi, Keke Gai, Wei Cai)....Pages 200-214 A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing (Zhengjia Cao, Bowen Xiao, Haihan Duan, Lei Yang, Wei Cai)....Pages 215-229 Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities (Dapeng Lan, Amir Taherkordi, Frank Eliassen, Zhuang Chen, Lei Liu)....Pages 230-244 A Novel Clustering-Based Filter Pruning Method for Efficient Deep Neural Networks (Xiaohui Wei, Xiaoxian Shen, Changbao Zhou, Hengshan Yue)....Pages 245-258 Fast Segmentation-Based Object Tracking Model for Autonomous Vehicles (Xiaoyun Dong, Jianwei Niu, Jiahe Cui, Zongkai Fu, Zhenchao Ouyang)....Pages 259-273 A Data Augmentation-Based Defense Method Against Adversarial Attacks in Neural Networks (Yi Zeng, Han Qiu, Gerard Memmi, Meikang Qiu)....Pages 274-289 User Recruitment with Budget Redistribution in Edge-Aided Mobile Crowdsensing (Yanlin Zhang, Peng Li, Tao Zhang)....Pages 290-305 Multi-user Service Migration for Mobile Edge Computing Empowered Connected and Autonomous Vehicles (Shuxin Ge, Weixu Wang, Chaokun Zhang, Xiaobo Zhou, Qinglin Zhao)....Pages 306-320 A Precise Telecom Customer Tariff Promotion Method Based on Multi-route Radial Basis Kernel Fuzzy C-means Clustering (Chenghao Wei, Timur Valiullin, Long Hao)....Pages 321-336 Clustering by Unified Principal Component Analysis and Fuzzy C-Means with Sparsity Constraint (Jikui Wang, Quanfu Shi, Zhengguo Yang, Feiping Nie)....Pages 337-351 A Hierarchical-Tree-Based Method for Generative Zero-Shot Learning (Xizhao Wang, Zhongwu Xie, Weipeng Cao, Zhong Ming)....Pages 352-364 Fast Computation of the Exact Number of Magic Series with an Improved Montgomery Multiplication Algorithm (Yukimasa Sugizaki, Daisuke Takahashi)....Pages 365-382 I am Smartglasses, and I Can Assist Your Reading (Baojie Yuan, Yetong Han, Jialu Dai, Yongpan Zou, Ye Liu, Kaishun Wu)....Pages 383-397 CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and Its Asynchronous Parallel Variants (Yaqiong Peng, Haiqiang Fei, Lun Li, Zhenquan Ding, Zhiyu Hao)....Pages 398-414 A Quantum Computer Operating System (Reid Honan, Trent W. Lewis, Scott Anderson, Jake Cooke)....Pages 415-431 Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency (Wenhao Xie, Shuxin Wang, Yanzhi Wei, Yonglin Zhao, Xianghua Fu)....Pages 432-448 MEFE: A Multi-fEature Knowledge Fusion and Evaluation Method Based on BERT (Yimu Ji, Lin Hu, Shangdong Liu, Zhengyang Xu, Yanlan Liu, Kaihang Liu et al.)....Pages 449-462 Comparative Analysis of Three Kinds of Laser SLAM Algorithms (Xin Liu, Yang Lin, Hua Huang, Meikang Qiu)....Pages 463-476 Aspect-Level Sentiment Difference Feature Interaction Matching Model Based on Multi-round Decision Mechanism (Yanzhi Wei, Xianghua Fu, Shuxin Wang, Wenhao Xie, Jianwei He, Yonglin Zhao)....Pages 477-491 Horus: An Interference-Aware Resource Manager for Deep Learning Systems (Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan)....Pages 492-508 Attribute Bagging-Based Extreme Learning Machine (Xuan Ye, Yulin He, Joshua Zhexue Huang)....Pages 509-522 A Semi-supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain (Yonglin Zhao, Xudong Sun, Shuxin Wang, Jianwei He, Yanzhi Wei, Xianghua Fu)....Pages 523-537 Research Progress of Zero-Shot Learning Beyond Computer Vision (Weipeng Cao, Cong Zhou, Yuhao Wu, Zhong Ming, Zhiwu Xu, Jiyong Zhang)....Pages 538-551 An Optimization of Deep Sensor Fusion Based on Generalized Intersection over Union (Lianxiao Meng, Lin Yang, Gaigai Tang, Shuangyin Ren, Wu Yang)....Pages 552-562 A Hot/Cold Task Partition for Energy-Efficient Neural Network Deployment on Heterogeneous Edge Device (Jihe Wang, Jiaxiang Zhao, Danghui Wang)....Pages 563-574 Towards Energy Efficient Architecture for Spaceborne Neural Networks Computation (Shiyu Wang, Shengbing Zhang, Jihe Wang, Xiaoping Huang)....Pages 575-586 Roda: A Flexible Framework for Real-Time On-demand Data Aggregation (Jiawei Xu, Weidong Zhu, Shiyou Qian, Guangtao Xue, Jian Cao, Yanmin Zhu et al.)....Pages 587-602 Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree (Wenhui Hu, Xueyang Liu, Yu Huang, Yu Wang, Minghui Zhang, Hui Zhao)....Pages 603-618 Stochastic Model-Based Quantitative Analysis of Edge UPF Service Dependability (Haoran Zhu, Jing Bai, Xiaolin Chang, Jelena Mišić, Vojislav Mišić, Yang Yang)....Pages 619-632 QoE Estimation of DASH-Based Mobile Video Application Using Deep Reinforcement Learning (Biao Hou, Junxing Zhang)....Pages 633-645 Modeling and Analyzing for Data Durability Towards Cloud Storage Services (Feng Jiang, Yongyang Cheng, Zhao Hui, Ruibo Yan)....Pages 646-661 CC-MOEA: A Parallel Multi-objective Evolutionary Algorithm for Recommendation Systems (Guoshuai Wei, Quanwang Wu)....Pages 662-676 CS-Dict: Accurate Indoor Localization with CSI Selective Amplitude and Phase Based Regularized Dictionary Learning (Jian-guo Jiang, Shang Jiang, Bo-bai Zhao, Si-ye Wang, Meng-nan Cai, Yan-fang Zhang)....Pages 677-689 Recommendation with Temporal Dynamics Based on Sequence Similarity Search (Guang Yang, Xiaoguang Hong, Zhaohui Peng)....Pages 690-704 A Software Stack for Composable Cloud Robotics System (Yuan Xu, Tianwei Zhang, Sa Wang, Yungang Bao)....Pages 705-720 Back Matter ....Pages 721-732