Quality-Aware Development of Big Data Applications with DICE

被引:0
|
作者
Casale, Giuliano [1 ]
Di Nitto, Elisabetta [2 ]
Jamshidi, Pooyan [1 ]
Tamburri, Damian A. [2 ]
机构
[1] Imperial Coll London, London, England
[2] Politecn Milan, Milan, Italy
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The DICE EU H2020 Project is exploring model-driven ways to support the continuous design and development of Quality-aware Data-Intensive applications (DIA) by means of DIA-specific quality analyses (e.g., performance, reliability, cost) applied on key DIA technologies (e.g., Hadoop, Storm or Spark). We outline the DICE toolchain and the challenges it addresses.
引用
收藏
页码:301 / 302
页数:2
相关论文
共 50 条
  • [1] Towards Quality-Aware Development of Big Data Applications with DICE
    Casale, Giuliano
    Di Nitto, Elisabetta
    Spais, Ilias
    [J]. ADVANCES IN SERVICE-ORIENTED AND CLOUD COMPUTING (ESOCC 2015), 2016, 567 : 427 - 429
  • [2] Optimizing Quality-Aware Big Data Applications in the Cloud
    Gianniti, Eugenio
    Ciavotta, Michele
    Ardagna, Danilo
    [J]. IEEE TRANSACTIONS ON CLOUD COMPUTING, 2021, 9 (02) : 737 - 752
  • [3] Quality-Aware Movie Recommendation System on Big Data
    Tang, Yan
    Li, Mingzheng
    Wang, Wangsong
    Xuan, Pengcheng
    Geng, Kun
    [J]. BDCAT'17: PROCEEDINGS OF THE FOURTH IEEE/ACM INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING, APPLICATIONS AND TECHNOLOGIES, 2017, : 273 - 274
  • [4] Experimenting with big data computing for scaling data quality-aware query processing
    Cisneros-Cabrera, Sonia
    Michailidou, Anna-Valentini
    Sampaio, Sandra
    Sampaio, Pedro
    Gounaris, Anastasios
    [J]. Expert Systems with Applications, 2021, 178
  • [5] Experimenting with big data computing for scaling data quality-aware query processing
    Cisneros-Cabrera, Sonia
    Michailidou, Anna-Valentini
    Sampaio, Sandra
    Sampaio, Pedro
    Gounaris, Anastasios
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 178
  • [6] Quality-Aware Data Management for Large Scale Scientific Applications
    Zou, Hongbo
    Zheng, Fang
    Wolf, Matthew
    Eisenhauer, Greg
    Schwan, Karsten
    Abbasi, Hasan
    Liu, Qing
    Podhorszki, Norbert
    Klasky, Scott
    [J]. 2012 SC COMPANION: HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (SCC), 2012, : 816 - 820
  • [7] Quality-aware sampling and its applications in incremental data mining
    Chuang, Kun-Ta
    Lin, Keng-Pei
    Chen, Ming-Syan
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2007, 19 (04) : 468 - 484
  • [8] Quality-aware sensor data collection
    Han, Qi
    Hakkarinen, Doug
    Boonma, Pruet
    Suzuki, Junichi
    [J]. INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2010, 7 (03) : 127 - 140
  • [9] Quality-aware visual data analysis
    Matthew Ward
    Zaixian Xie
    Di Yang
    Elke Rundensteiner
    [J]. Computational Statistics, 2011, 26 : 567 - 584
  • [10] Quality-aware replication of multimedia data
    Tu, YC
    Yan, JF
    Prabhakar, S
    [J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2005, 3588 : 240 - 249