Algorithms and Architectures for Parallel Processing

1. High Performance Computing

   1. An Improvement of PAA on Trend-Based Approximation for Time Series

      • Chunkai Zhang, Yingyang Chen, Ao Yin, Zhen Qin, Xing Zhang, Keli Zhang et al.

      Pages 248-262

   2. Research on Data Recovery Technology Based on Flash Memory Device

      • Lele Guan, Jun Zheng, Chenyang Li, Dianxin Wang

      Pages 263-271

   3. Scheduling DAG Applications for Time Sharing Systems

      • Shenyuan Ren, Ligang He, Junyu Li, Chao Chen, Zhuoer Gu, Zhiyan Chen

      Pages 272-286

   4. Job Scheduling with Adaptable Computing Levels for Edge Computing

      • Huiwen Jiang, Weigang Wu

      Pages 287-296

   5. A Clustering Algorithm of High-Dimensional Data Based on Sequential Psim Matrix and Differential Truncation

      • Gongming Wang, Wenfa Li, Weizhi Xu

      Pages 297-307

   6. Enhanced Differential Evolution with Self-organizing Map for Numerical Optimization

      • Duanwei Wu, Yiqiao Cai, Jing Li, Wei Luo

      Pages 308-318

   7. Similarity Measure for Patients via A Siamese CNN Network

      • Fangyuan Zhao, Jianliang Xu, Yong Lin

      Pages 319-328

   8. A New Artificial Bee Colony Algorithm for Solving Large-Scale Optimization Problems

      • Hui Wang, Wenjun Wang, Zhihua Cui

      Pages 329-337

   9. Implementation and Optimization of Multi-dimensional Real FFT on ARMv8 Platform

      • Xiao Wang, Haipeng Jia, Zhihao Li, Yunquan Zhang

      Pages 338-353

   10. SPMP: A JavaScript Support for Shared Persistent Memory on Node.js

       • Qipeng Zhang, Tianyou Li, Pan Deng, Yuting Chen, Linpeng Huang, Andy Rudoff

       Pages 354-366

   11. Dynamic Obstacle Avoidance Planning Algorithm for UAV Based on Dubins Path

       • Na Wang, Fei Dai, Fangxin Liu, Guomin Zhang

       Pages 367-377

   12. An Energy Efficient and Lifetime Aware Routing Protocol in Ad Hoc Networks

       • Wuyungerile Li, Bing Jia, Qinan Li, Junxiu Wang

       Pages 378-387

   13. On Optimization of Energy Consumption in a Volunteer Cloud

       • Omar Ben Maaouia, Hazem Fkaier, Christophe Cerin, Mohamed Jemni, Yanik Ngoko

       Pages 388-398

2. Big Data and Information Processing

   1. Front Matter

      Pages 399-399

      PDF

   2. More Effective Distributed Deep Learning Using Staleness Based Parameter Updating

      • Yan Ye, Mengqiang Chen, Zijie Yan, Weigang Wu, Nong Xiao

      Pages 401-416

   3. A Game Theoretic D2D Local Caching System under Heterogeneous Video Preferences and Social Reciprocity

      • Kaichuan Zhao, Yuezhi Zhou, Wenjuan Tang, Shuang Li, Yaoxue Zhang

      Pages 417-431

   4. SMIM: Superpixel Mutual Information Measurement for Image Quality Assessment

      • Jiaming Wang, Tao Lu, Yanduo Zhang

      Pages 432-444

   5. DARM: A Deduplication-Aware Redundancy Management Approach for Reliable-Enhanced Storage Systems

      • Yukun Zhou, Dan Feng, Wen Xia, Min Fu, Yu Xiao

      Pages 445-461

   6. K-Anonymity Algorithm Based on Improved Clustering

      • Wantong Zheng, Zhongyue Wang, Tongtong Lv, Yong Ma, Chunfu Jia

      Pages 462-476

   7. Adaptive DAG Tasks Scheduling with Deep Reinforcement Learning

      • Qing Wu, Zhiwei Wu, Yuehui Zhuang, Yuxia Cheng

      Pages 477-490

The four-volume set LNCS 11334-11337 constitutes the proceedings of the 18th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2018, held in Guangzhou, China, in November 2018.

The 141 full and 50 short papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Distributed and Parallel Computing; High Performance Computing; Big Data and Information Processing; Internet of Things and Cloud Computing; and Security and Privacy in Computing.

• artificial intelligence
• authentication
• bandwidth
• cloud computing
• computer architecture
• computer crime
• computer networks
• cryptography
• data communication systems
• data mining
• databases
• image processing
• internet
• network security
• parallel processing systems
• privacy
• security
• sensor networks
• theory of database privacy and security
• wireless telecommunication systems

• Rutgers University, Newark, USA

  Jaideep Vaidya

• Guangzhou University, Guangzhou, China

  Jin Li

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