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III: Small: Collaborative Research: The Package Query Paradigm

III: Small: Collaborative Research: The Package Query Paradigm
III:小:协作研究:包查询范式
批准号:
1421322
负责人:
Alexandra Meliou
金额:
$24.99万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2014
资助国家:
美国
项目状态:
已结题
起止时间:
2014-09-01 至 2018-08-31

项目摘要

项目成果

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中文摘要
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英文摘要
More data is available today than ever before, and this availability has enabled groundbreaking new applications and societal advances. However, today's computing technology that stores, organizes, and searches data is struggling to keep up to the demands imposed by the data's growth and by the requirements of new applications. Data management systems need to adapt to support the evolving information needs of modern applications. This project will extend data management technology to support constrained search for collections of data items that satisfy complex requirements. The need for this functionality arises in many domains: Online marketplaces group products into meaningful collections based on customer preferences, travel agents organize vacation packages that coordinate travel and hotel reservations, and dietitians design meal plans that satisfy complex nutritional needs. Currently, such applications have to resort to ad hoc solutions that lead to suboptimal results and poor performance.This project will establish the theoretical foundations and will address practical aspects of providing support for packages. A package is a group of data items that collectively satisfy a set of constraints. This project will extend data management technology to provide full-fledged support for packages, and will make contributions on three fronts: (1) a declarative language to support querying for packages, (2) evaluation strategies to efficiently compute answers to package queries, and (3) interaction techniques for package specification. The broader impact of this work will be the advancement of data management technology to handle emerging application needs, which in turn will increase the positive impact that data and computing systems have on society.For further information see the project web site at:  http://packagebuilder.cs.umass.edu
期刊论文(10)
专著(0)
科研奖励(0)
会议论文
DOI: 10.5441/002/edbt.2017.15
发表时间: 2017
期刊: 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI)
影响因子: --
作者: [Haopeng Zhang;Y. Diao;A. Meliou]
通讯作者: Haopeng Zhang;Y. Diao;A. Meliou
Lifting the haze off the cloud: a consumer-centric market for database computation in the cloud
拨开云的阴霾:云中数据库计算以消费者为中心的市场
DOI: 10.14778/3025111.3025119
发表时间: 2016
期刊: Proceedings of the VLDB Endowment
影响因子: 2.5
作者: [Wang, Yue, Meliou, Alexandra, Miklau, Gerome]
通讯作者: Miklau, Gerome
DOI: 10.14778/2904483.2904489
发表时间: 2015-12
期刊: ArXiv
影响因子: --
作者: [Matteo Brucato;J. F. Beltran;A. Abouzeid;A. Meliou]
通讯作者: Matteo Brucato;J. F. Beltran;A. Abouzeid;A. Meliou
DOI: 10.1145/3299881
发表时间: 2019-01
期刊: Communications of the ACM
影响因子: 22.7
作者: [Matteo Brucato;A. Abouzeid;A. Meliou]
通讯作者: Matteo Brucato;A. Abouzeid;A. Meliou
10
    CAREER: Reverse Data Management: Reverse-Engineering Data Transformations to Understand, Diagnose, and Manipulate Data
    • 批准号:
      1453543
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $55.0万
    • 财政年份:
      2015
    • 负责人:
      Alexandra Meliou
    • 依托单位:
    国内基金
    海外基金
    昼夜节律性small RNA在血斑形成时间推断中的法医学应用研究
    • 批准号:
    • 项目类别:
      省市级项目
    • 资助金额:
      --
    • 批准年份:
      2024
    • 负责人:
    • 依托单位:
    tRNA-derived small RNA上调YBX1/CCL5通路参与硼替佐米诱导慢性疼痛的机制研究
    • 批准号:
    • 项目类别:
      省市级项目
    • 资助金额:
      10.0万元
    • 批准年份:
      2022
    • 负责人:
      张祥忠
    • 依托单位:
    Small RNA调控I-F型CRISPR-Cas适应性免疫性的应答及分子机制
    Small RNAs调控解淀粉芽胞杆菌FZB42生防功能的机制研究
    • 批准号:
      31972324
    • 项目类别:
      面上项目
    • 资助金额:
      58.0万元
    • 批准年份:
      2019
    • 负责人:
      高学文
    • 依托单位: