Accelerating Big Data Analytics Using FPGAs

被引:15
|
作者
Neshatpour, Katayoun [1 ]
Malik, Maria [1 ]
Ghodrat, Mohammad Ali [2 ]
Homayoun, Houman [1 ]
机构
[1] George Mason Univ, Dept Elect & Comp Engn, Fairfax, VA 22030 USA
[2] Univ Calif Los Angeles, Dept Comp Sci, Los Angeles, CA 90024 USA
关键词
D O I
10.1109/FCCM.2015.59
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
引用
收藏
页码:164 / 164
页数:1
相关论文
共 50 条
  • [1] Accelerating Apache Spark Big Data Analysis with FPGAs
    Ghasemi, Ehsan
    Chow, Paul
    [J]. 2016 IEEE 24TH ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES (FCCM), 2016, : 94 - 94
  • [2] Accelerating Apache Spark Big Data Analysis with FPGAs
    Ghasemi, Ehsan
    Chow, Paul
    [J]. 2016 INT IEEE CONFERENCES ON UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING AND COMMUNICATIONS, CLOUD AND BIG DATA COMPUTING, INTERNET OF PEOPLE, AND SMART WORLD CONGRESS (UIC/ATC/SCALCOM/CBDCOM/IOP/SMARTWORLD), 2016, : 737 - 744
  • [3] Energy-Efficient Acceleration of Big Data Analytics Applications Using FPGAs
    Neshatpour, Katayoun
    Malik, Maria
    Ghodrat, Mohammad Ali
    Sasan, Avesta
    Homayoun, Houman
    [J]. PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2015, : 115 - 123
  • [4] Accelerating Graph Analytics with oneAPI and Intel FPGAs
    Bickerstaff, James
    Kljucaric, Luke
    George, Alan D.
    [J]. 2023 IEEE 31ST ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM, 2023, : 214 - 214
  • [5] Accelerating big data analytics on HPC clusters using two-level storage
    Xuan, Pengfei
    Ligon, Walter B.
    Srimani, Pradip K.
    Ge, Rong
    Luo, Feng
    [J]. PARALLEL COMPUTING, 2017, 61 : 18 - 34
  • [6] Accelerating Big Data Analytics Using Scale-up/out Heterogeneous Clusters
    Li, Zhuozhao
    Shen, Haiying
    Ward, Lee
    [J]. 2019 28TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND NETWORKS (ICCCN), 2019,
  • [7] Protagonist of Big Data and Predictive Analytics using data analytics
    Subbalakshmi, Sakineti
    Prabhu, C. S. R.
    [J]. PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON COMPUTATIONAL TECHNIQUES, ELECTRONICS AND MECHANICAL SYSTEMS (CTEMS), 2018, : 276 - 279
  • [8] AMNES: Accelerating the computation of data correlation using FPGAs
    Chiosa, Monica
    Preusser, Thomas B.
    Blott, Michaela
    Alonso, Gustavo
    [J]. PROCEEDINGS OF THE VLDB ENDOWMENT, 2023, 16 (13): : 4174 - 4187
  • [9] Accelerating Big Data Analytics With Collaborative Planning in Teradata Aster 6
    Pandit, Aditi
    Kondo, Derrick
    Simmen, David
    Norwood, Anjali
    Bai, Tongxin
    [J]. 2015 IEEE 31ST INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), 2015, : 1304 - 1315
  • [10] Accelerating Cosmological Data Analysis with FPGAs
    Kindratenko, Volodymyr V.
    Brunner, Robert J.
    [J]. PROCEEDINGS OF THE 2009 17TH IEEE SYMPOSIUM ON FIELD PROGRAMMABLE CUSTOM COMPUTING MACHINES, 2009, : 11 - 18