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ORCIDICA3PP 2020: New York City, NY, USA
- Meikang Qiu
:
Algorithms and Architectures for Parallel Processing - 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2-4, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12453, Springer 2020, ISBN 978-3-030-60238-3
Parallel Computing with AI and Big Data (PAB)
- Wael Hamdi, Sami Faïz:
Distributing Data in Real Time Spatial Data Warehouse. 3-13 - Xinxin Wu, Yi Li, Yan Ou, Wenming Li, Shibo Sun, Wenxing Xu, Dongrui Fan:
Accelerating Sparse Convolutional Neural Networks Based on Dataflow Architecture. 14-31 - Wenqian Zhao, Xiangxiang Li, Guoping Rong, Mufeng Lin, Chen Lin, Yifan Yang:
DAFEE: A Scalable Distributed Automatic Feature Engineering Algorithm for Relational Datasets. 32-46 - Jingjing Xia, Yan Wang, Jianxi Fan, Weibei Fan, Yuejuan Han:
Embedding Augmented Cubes into Grid Networks for Minimum Wirelength. 47-61 - Da-Ming Zhao, Jian-Tao Zhou, Shucheng Yu:
ELVMC: A Predictive Energy-Aware Algorithm for Virtual Machine Consolidation in Cloud Computing. 62-81 - Qiang Jiao, Wei Hu, Yuan Wen, Yong Dong, Zhenhao Li, Yu Gan:
Design of a Convolutional Neural Network Instruction Set Based on RISC-V and Its Microarchitecture Implementation. 82-96 - Yong Dong, Wei Hu, Yonghao Wang, Qiang Jiao, Shuang Chen:
Optimizing Accelerator on FPGA for Deep Convolutional Neural Networks. 97-110 - Haodong Bian, Jianqiang Huang, Runting Dong, Yuluo Guo, Xiaoying Wang:
HpQC: A New Efficient Quantum Computing Simulator. 111-125 - Jun Zhang, Siu-Ming Yiu, Zoe Lin Jiang:
Outsourced Privacy-Preserving Reduced SVM Among Multiple Institutions. 126-141 - Feng Jiang, Yongyang Cheng, Changkun Dong, Zhao Hui, Ruibo Yan:
A Distributed Business-Aware Storage Execution Environment Towards Large-Scale Applications. 142-156 - Jingkun Hu, Zhihui Du, Sen Zhang, David A. Bader:
QoS-Aware and Fault-Tolerant Replica Placement. 157-172 - Songwen Pei, Yusheng Wu, Meikang Qiu:
Neural Network Compression and Acceleration by Federated Pruning. 173-183 - Jianwu Wang, Xin Huang, Jianyu Zheng, Chamara Rajapakshe, Savio Kay, Lakshmi Kandoor, Thomas Maxwell, Zhibo Zhang:
Scalable Aggregation Service for Satellite Remote Sensing Data. 184-199 - Yimin Shi, Haihan Duan, Yuanfang Chi, Keke Gai, Wei Cai:
Edge-Assisted Federated Learning: An Empirical Study from Software Decomposition Perspective. 200-214 - Zhengjia Cao, Bowen Xiao, Haihan Duan, Lei Yang, Wei Cai:
A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing. 215-229 - Dapeng Lan, Amir Taherkordi, Frank Eliassen, Zhuang Chen, Lei Liu:
Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities. 230-244 - Xiaohui Wei, Xiaoxian Shen, Changbao Zhou, Hengshan Yue:
A Novel Clustering-Based Filter Pruning Method for Efficient Deep Neural Networks. 245-258 - Xiaoyun Dong, Jianwei Niu, Jiahe Cui, Zongkai Fu, Zhenchao Ouyang:
Fast Segmentation-Based Object Tracking Model for Autonomous Vehicles. 259-273 - Yi Zeng, Han Qiu, Gérard Memmi, Meikang Qiu:
A Data Augmentation-Based Defense Method Against Adversarial Attacks in Neural Networks. 274-289 - Yanlin Zhang, Peng Li, Tao Zhang:
User Recruitment with Budget Redistribution in Edge-Aided Mobile Crowdsensing. 290-305 - Shuxin Ge, Weixu Wang, Chaokun Zhang, Xiaobo Zhou, Qinglin Zhao:
Multi-user Service Migration for Mobile Edge Computing Empowered Connected and Autonomous Vehicles. 306-320 - Chenghao Wei, Timur Valiullin, Long Hao:
A Precise Telecom Customer Tariff Promotion Method Based on Multi-route Radial Basis Kernel Fuzzy C-means Clustering. 321-336 - Jikui Wang, Quanfu Shi, Zhengguo Yang, Feiping Nie:
Clustering by Unified Principal Component Analysis and Fuzzy C-Means with Sparsity Constraint. 337-351 - Xizhao Wang, Zhongwu Xie, Weipeng Cao, Zhong Ming:
A Hierarchical-Tree-Based Method for Generative Zero-Shot Learning. 352-364 - Yukimasa Sugizaki, Daisuke Takahashi:
Fast Computation of the Exact Number of Magic Series with an Improved Montgomery Multiplication Algorithm. 365-382 - Baojie Yuan, Yetong Han, Jialu Dai, Yongpan Zou, Ye Liu, Kaishun Wu:
I am Smartglasses, and I Can Assist Your Reading. 383-397 - Yaqiong Peng, Haiqiang Fei, Lun Li, Zhenquan Ding, Zhiyu Hao:
CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and Its Asynchronous Parallel Variants. 398-414 - Reid Honan, Trent W. Lewis, Scott Anderson, Jake Cooke:
A Quantum Computer Operating System. 415-431 - Wenhao Xie, Shuxin Wang, Yanzhi Wei, Yonglin Zhao, Xianghua Fu:
Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency. 432-448 - Yimu Ji, Lin Hu, Shangdong Liu, Zhengyang Xu, Yanlan Liu, Kaihang Liu, Shuning Tang, Qiang Liu, Wan Xiao:
MEFE: A Multi-fEature Knowledge Fusion and Evaluation Method Based on BERT. 449-462 - Xin Liu, Yang Lin, Hua Huang, Meikang Qiu:
Comparative Analysis of Three Kinds of Laser SLAM Algorithms. 463-476 - Yanzhi Wei, Xianghua Fu, Shuxin Wang, Wenhao Xie, Jianwei He, Yonglin Zhao:
Aspect-Level Sentiment Difference Feature Interaction Matching Model Based on Multi-round Decision Mechanism. 477-491 - Gingfung Yeung, Damian Borowiec, Renyu Yang, Adrian Friday, Richard Harper, Peter Garraghan:
Horus: An Interference-Aware Resource Manager for Deep Learning Systems. 492-508 - Xuan Ye, Yulin He, Joshua Zhexue Huang:
Attribute Bagging-Based Extreme Learning Machine. 509-522 - Yonglin Zhao, Xudong Sun, Shuxin Wang, Jianwei He, Yanzhi Wei, Xianghua Fu:
A Semi-supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain. 523-537 - Weipeng Cao, Cong Zhou, Yuhao Wu, Zhong Ming, Zhiwu Xu, Jiyong Zhang:
Research Progress of Zero-Shot Learning Beyond Computer Vision. 538-551 - Lianxiao Meng, Lin Yang, Gaigai Tang, Shuangyin Ren, Wu Yang:
An Optimization of Deep Sensor Fusion Based on Generalized Intersection over Union. 552-562 - Jihe Wang, Jiaxiang Zhao, Danghui Wang:
A Hot/Cold Task Partition for Energy-Efficient Neural Network Deployment on Heterogeneous Edge Device. 563-574 - Shiyu Wang, Shengbing Zhang, Jihe Wang, Xiaoping Huang:
Towards Energy Efficient Architecture for Spaceborne Neural Networks Computation. 575-586 - Jiawei Xu, Weidong Zhu, Shiyou Qian, Guangtao Xue, Jian Cao, Yanmin Zhu, Zongyao Zhu, Junwei Zhu:
Roda: A Flexible Framework for Real-Time On-demand Data Aggregation. 587-602 - Wenhui Hu, Xueyang Liu, Yu Huang, Yu Wang, Minghui Zhang, Hui Zhao:
Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree. 603-618 - Haoran Zhu, Jing Bai, Xiaolin Chang, Jelena V. Misic, Vojislav B. Misic, Yang Yang:
Stochastic Model-Based Quantitative Analysis of Edge UPF Service Dependability. 619-632 - Biao Hou, Junxing Zhang:
QoE Estimation of DASH-Based Mobile Video Application Using Deep Reinforcement Learning. 633-645 - Feng Jiang, Yongyang Cheng, Zhao Hui, Ruibo Yan:
Modeling and Analyzing for Data Durability Towards Cloud Storage Services. 646-661 - Guoshuai Wei, Quanwang Wu:
CC-MOEA: A Parallel Multi-objective Evolutionary Algorithm for Recommendation Systems. 662-676 - Jianguo Jiang, Shang Jiang, Bobai Zhao, Siye Wang, Mengnan Cai, Yanfang Zhang:
CS-Dict: Accurate Indoor Localization with CSI Selective Amplitude and Phase Based Regularized Dictionary Learning. 677-689 - Guang Yang, Xiaoguang Hong, Zhaohui Peng:
Recommendation with Temporal Dynamics Based on Sequence Similarity Search. 690-704 - Yuan Xu, Tianwei Zhang, Sa Wang, Yungang Bao:
A Software Stack for Composable Cloud Robotics System. 705-720
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