Efficient iterative virtual screening with Apache Spark and conformal prediction

被引:0
|
作者
Laeeq Ahmed
Valentin Georgiev
Marco Capuccini
Salman Toor
Wesley Schaal
Erwin Laure
Ola Spjuth
机构
[1] Royal Institute of Technology (KTH),Department of Computational Science and Technology
[2] Uppsala University,Department of Pharmaceutical Biosciences
[3] Uppsala University,Department of Information Technology
来源
关键词
Virtual screening; Docking; Conformal prediction; Cloud computing; Apache Spark;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Efficient iterative virtual screening with Apache Spark and conformal prediction
    Ahmed, Laeeq
    Georgiev, Valentin
    Capuccini, Marco
    Toor, Salman
    Schaal, Wesley
    Laure, Erwin
    Spjuth, Ola
    JOURNAL OF CHEMINFORMATICS, 2018, 10
  • [2] Efficient Performance Prediction for Apache Spark
    Cheng, Guoli
    Ying, Shi
    Wang, Bingming
    Li, Yuhang
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2021, 149 : 40 - 51
  • [3] Ensemble Learning for Large Scale Virtual Screening on Apache Spark
    Sid, Karima
    Batouche, Mohamed
    COMPUTATIONAL INTELLIGENCE AND ITS APPLICATIONS, 2018, 522 : 244 - 256
  • [4] Large-scale virtual screening on public cloud resources with Apache Spark
    Capuccini, Marco
    Ahmed, Laeeq
    Schaal, Wesley
    Laure, Erwin
    Spjuth, Ola
    JOURNAL OF CHEMINFORMATICS, 2017, 9
  • [5] Large-scale virtual screening on public cloud resources with Apache Spark
    Marco Capuccini
    Laeeq Ahmed
    Wesley Schaal
    Erwin Laure
    Ola Spjuth
    Journal of Cheminformatics, 9
  • [6] Improving Screening Efficiency through Iterative Screening Using Docking and Conformal Prediction
    Svensson, Fredrik
    Norinder, Ulf
    Bender, Andreas
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2017, 57 (03) : 439 - 444
  • [7] Distributed heterogeneous ensemble learning on Apache Spark for ligand-based virtual screening
    Sid, Karima
    Batouche, Mohamed
    INTERNATIONAL JOURNAL OF DATA MINING MODELLING AND MANAGEMENT, 2021, 13 (1-2) : 160 - 191
  • [8] Performance Prediction for Apache Spark Platform
    Wang, Kewen
    Khan, Mohammad Maifi Hasan
    2015 IEEE 17TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS, 2015 IEEE 7TH INTERNATIONAL SYMPOSIUM ON CYBERSPACE SAFETY AND SECURITY, AND 2015 IEEE 12TH INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS (ICESS), 2015, : 166 - 173
  • [9] Execution Time Prediction for Apache Spark
    Gao, Zhipeng
    Wang, Ting
    Wang, Qian
    Yang, Yang
    2018 INTERNATIONAL CONFERENCE ON COMPUTING AND BIG DATA (ICCBD 2018), 2018, : 47 - 51
  • [10] Elastic Executor Provisioning for Iterative Workloads on Apache Spark
    Yang, Donglin
    Rang, Wei
    Cheng, Dazhao
    Wang, Yu
    Tian, Jiannan
    Tao, Dingwen
    2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2019, : 413 - 422