{"title":"Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree","authors":"Wenhui Hu, Xueyang Liu, Yu Huang, Yu Wang, Minghui Zhang, Hui Zhao","doi":"10.1007/978-3-030-60239-0_41","DOIUrl":"https://doi.org/10.1007/978-3-030-60239-0_41","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125356313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tarek Menouer, Amina Khedimi, C. Cérin, Congfeng Jiang
{"title":"Cloud Allocation and Consolidation Based on a Scalability Metric","authors":"Tarek Menouer, Amina Khedimi, C. Cérin, Congfeng Jiang","doi":"10.1007/978-3-030-60248-2_26","DOIUrl":"https://doi.org/10.1007/978-3-030-60248-2_26","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114235728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chenghao Wei, Jiyong Zhang, Timur Valiullin, Weipeng Cao, Qiang Wang, Hao Long
{"title":"Distributed and Parallel Ensemble Classification for Big Data Based on Kullback-Leibler Random Sample Partition","authors":"Chenghao Wei, Jiyong Zhang, Timur Valiullin, Weipeng Cao, Qiang Wang, Hao Long","doi":"10.1007/978-3-030-60245-1_31","DOIUrl":"https://doi.org/10.1007/978-3-030-60245-1_31","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114599971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yao Ying, Kaixin Huang, Shengan Zheng, Yaofeng Tu, Linpeng Huang
{"title":"CANRT: A Client-Active NVM-Based Radix Tree for Fast Remote Access","authors":"Yao Ying, Kaixin Huang, Shengan Zheng, Yaofeng Tu, Linpeng Huang","doi":"10.1007/978-3-030-60245-1_30","DOIUrl":"https://doi.org/10.1007/978-3-030-60245-1_30","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124053388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yongping Luo, Zhaole Chu, Peiquan Jin, Shouhong Wan
{"title":"Efficient Sorting and Join on NVM-Based Hybrid Memory","authors":"Yongping Luo, Zhaole Chu, Peiquan Jin, Shouhong Wan","doi":"10.1007/978-3-030-60245-1_2","DOIUrl":"https://doi.org/10.1007/978-3-030-60245-1_2","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116603221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Software Stack for Composable Cloud Robotics System","authors":"Yuan Xu, Tianwei Zhang, Sa Wang, Yungang Bao","doi":"10.1007/978-3-030-60239-0_48","DOIUrl":"https://doi.org/10.1007/978-3-030-60239-0_48","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115600198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and Its Asynchronous Parallel Variants","authors":"Yaqiong Peng, Haiqiang Fei, Lun Li, Zhenquan Ding, Zhiyu Hao","doi":"10.1007/978-3-030-60239-0_27","DOIUrl":"https://doi.org/10.1007/978-3-030-60239-0_27","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115329439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Privacy-Preserving Approach for Continuous Data Publication","authors":"Mengjie Zhang, Xingsheng Zhang, Zhijun Chen, Dunhui Yu","doi":"10.1007/978-3-030-60248-2_30","DOIUrl":"https://doi.org/10.1007/978-3-030-60248-2_30","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122870414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Junteng Hou, Chengxiang Si, Shupeng Wang, Guangjun Wu, Lei Zhang
{"title":"Parallel Belief Propagation Optimized by Coloring on GPUs","authors":"Junteng Hou, Chengxiang Si, Shupeng Wang, Guangjun Wu, Lei Zhang","doi":"10.1007/978-3-030-60245-1_44","DOIUrl":"https://doi.org/10.1007/978-3-030-60245-1_44","url":null,"abstract":"","PeriodicalId":328834,"journal":{"name":"International Conference on Algorithms and Architectures for Parallel Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129886548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}