Cui, Bin

Database systems for advanced applications: 25th International Conference, DASFAA 2020, Jeju,…

by Cui, Bin, Moon, Yang-Sae, DASFAA (Conference : Database systems), Cheju Island, Korea), Nah, Yunmook, Yu, Jeffrey Xu, Whang, Steven Euijong, Lee, Sang-Won

fromLecture Notes in Computer Science

0 Type: Book

The 4 volume set LNCS 12112-12114 constitutes the papers of the 25th International Conference on Database Systems for Advanced Applications which will be held online in September 2020. The 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industri…

Distributed machine learning and gradient optimization

by Cui, Bin, Jiang, Jiawei, Zhang, Ce

fromBig data management

0 Type: Book

This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing machine learnin…

Distributed machine learning and gradient optimization

by Cui, Bin, Jiang, Jiawei, Zhang, Ce

fromBig data management

0 Type: Book

This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing machine learnin…

Large-scale graph analysis: system, algorithm and optimization

by Shao, Yingxia, Cui, Bin, Chen, Lei

fromBig data management

0 Type: Book

This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More concretely, it p…