Managing Resources across Geo-Distributed Datacenters for Big Data Analytics and Mobile Cloud Applications

跨地理分布式数据中心管理资源以进行大数据分析和移动云应用程序

基本信息

  • 批准号:
    RGPIN-2016-06281
  • 负责人:
  • 金额:
    $ 4.74万
  • 依托单位:
  • 依托单位国家:
    加拿大
  • 项目类别:
    Discovery Grants Program - Individual
  • 财政年份:
    2017
  • 资助国家:
    加拿大
  • 起止时间:
    2017-01-01 至 2018-12-31
  • 项目状态:
    已结题

项目摘要

Both big data analytics and mobile cloud applications are increasingly geographically distributed, relying upon services from multiple datacenters around the world. Yet, wide-area inter-datacenter links are costly to build and to upgrade, and inter-datacenter bandwidth is bound to become a scarce resource in the near future. Traditional data analytics need to first move all raw data to one datacenter before they can be processed, which adversely affect their performance and are bandwidth intensive. Real-time streaming analytics and interactive mobile cloud applications such as video conferencing and messaging, on the other hand, require low latencies. As such, there is a pressing need to manage and allocate inter-datacenter resources at a fine granularity to meet the diverse performance targets from both data analytics and mobile cloud applications.
大数据分析和移动的云应用程序在地理上的分布越来越多,依赖于来自世界各地多个服务中心的服务。然而,广域数据中心间链路的构建和升级成本很高,并且数据中心间带宽在不久的将来必然会成为稀缺资源。传统的数据分析需要首先将所有原始数据移动到一个数据中心,然后才能进行处理,这会对其性能产生不利影响,并且占用大量带宽。另一方面,实时流媒体分析和交互式移动的云应用程序(如视频会议和消息传递)需要较低的延迟。因此,迫切需要以细粒度管理和分配数据中心间资源,以满足数据分析和移动的云应用的不同性能目标。

项目成果

期刊论文数量(0)
专著数量(0)
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会议论文数量(0)
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Li, Baochun其他文献

On achieving maximum multicast-throughput in undirected networks
Integrated Analysis of Metabolome and Transcriptome Reveals Insights for Low Phosphorus Tolerance in Wheat Seedling.
  • DOI:
    10.3390/ijms241914840
  • 发表时间:
    2023-10-02
  • 期刊:
  • 影响因子:
    5.6
  • 作者:
    Li, Pengcheng;Ma, Xiaole;Wang, Juncheng;Yao, Lirong;Li, Baochun;Meng, Yaxiong;Si, Erjing;Yang, Ke;Shang, Xunwu;Zhang, Xueyong;Wang, Huajun
  • 通讯作者:
    Wang, Huajun
Wheat centromeric retrotransposons: the new ones take a major role in centromeric structure
  • DOI:
    10.1111/tpj.12086
  • 发表时间:
    2013-03-01
  • 期刊:
  • 影响因子:
    7.2
  • 作者:
    Li, Baochun;Choulet, Frederic;Zhang, Xueyong
  • 通讯作者:
    Zhang, Xueyong
Production of selectable marker-free transgenic tobacco plants using a non-selection approach: chimerism or escape, transgene inheritance, and efficiency
  • DOI:
    10.1007/s00299-008-0640-8
  • 发表时间:
    2009-03-01
  • 期刊:
  • 影响因子:
    6.2
  • 作者:
    Li, Baochun;Xie, Claire;Qiu, Hui
  • 通讯作者:
    Qiu, Hui
Collaborative Caching in Wireless Video Streaming Through Resource Auctions
通过资源拍卖在无线视频流中进行协作缓存

Li, Baochun的其他文献

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{{ truncateString('Li, Baochun', 18)}}的其他基金

Scalable Federated Learning and Analytics with Communication Efficiency in Mobile Cloud Computing
移动云计算中具有通信效率的可扩展联合学习和分析
  • 批准号:
    RGPIN-2022-04782
  • 财政年份:
    2022
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual
Managing Resources across Geo-Distributed Datacenters for Big Data Analytics and Mobile Cloud Applications
跨地理分布式数据中心管理资源以进行大数据分析和移动云应用程序
  • 批准号:
    RGPIN-2016-06281
  • 财政年份:
    2021
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual
Managing Resources across Geo-Distributed Datacenters for Big Data Analytics and Mobile Cloud Applications
跨地理分布式数据中心管理资源以进行大数据分析和移动云应用程序
  • 批准号:
    RGPIN-2016-06281
  • 财政年份:
    2020
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual
Managing Resources across Geo-Distributed Datacenters for Big Data Analytics and Mobile Cloud Applications
跨地理分布式数据中心管理资源以进行大数据分析和移动云应用程序
  • 批准号:
    RGPIN-2016-06281
  • 财政年份:
    2019
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual
Managing Resources across Geo-Distributed Datacenters for Big Data Analytics and Mobile Cloud Applications
跨地理分布式数据中心管理资源以进行大数据分析和移动云应用程序
  • 批准号:
    RGPIN-2016-06281
  • 财政年份:
    2018
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual
Performance optimization for multi-datacenter cloud platforms
多数据中心云平台性能优化
  • 批准号:
    499448-2016
  • 财政年份:
    2016
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Collaborative Research and Development Grants
Managing Resources across Geo-Distributed Datacenters for Big Data Analytics and Mobile Cloud Applications
跨地理分布式数据中心管理资源以进行大数据分析和移动云应用程序
  • 批准号:
    RGPIN-2016-06281
  • 财政年份:
    2016
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual
Thrift: optimizing performance in complex mobile internet applications with network coding
Thrift:通过网络编码优化复杂移动互联网应用程序的性能
  • 批准号:
    238994-2011
  • 财政年份:
    2015
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual
A cloud-assisted crowdsourcing machine-to-machine networking platform for vehicular applications
用于车辆应用的云辅助众包机器对机器网络平台
  • 批准号:
    447493-2013
  • 财政年份:
    2015
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Strategic Projects - Group
Thrift: optimizing performance in complex mobile internet applications with network coding
Thrift:通过网络编码优化复杂移动互联网应用程序的性能
  • 批准号:
    238994-2011
  • 财政年份:
    2014
  • 资助金额:
    $ 4.74万
  • 项目类别:
    Discovery Grants Program - Individual

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