Sustainable data storage solutions: embracing the cloud and big data
Sustainable data storage solutions: embracing the cloud and big data
批准号:
RGPIN-2015-05670
负责人:
Yousefi, Shahram
金额:
$1.82万
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:
2018
资助国家:
加拿大
项目状态:
已结题
起止时间:
2018-01-01 至 2019-12-31
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Data storage (DS) is one of the basic foundations on which digital information systems thrive. With the ever-increasing popularity of cloud-based systems and high-capacity mobile units, there is critical need for sustainable storage solutions. Current DS systems will not be able to handle the rate at which data is being created. Every day, we create in the order of 2.5 quintillion (1 followed by 18 zeros) bytes of data. Astonishingly, almost 90% of the data in the world today has been created just in the last two years alone. This indicates an exponential growth and will be unsustainable unless disruptive data storage solutions are found. This data comes from everywhere: social media posts, pictures and videos, ebooks, digital music, sensors for climate data, financial transaction records, and cell phone GPS and connection information to name a few. This is what we refer to as big data.***This research program takes on two distinct challenges: 1) designing efficient DS solutions, and, 2) inventing capacity-achieving codes to write on flash memories. Together, these two areas provide a complete picture for the next generation of cloud storage where users/nodes store information locally on flash drives with improved capacity and longevity. Globally, a highly sophisticated network storage protocol provides a distributed information repository which is expected to be reliable, efficient, scalable, low-latency, cost-effective, and secure. ***Prof. Yousefi's group at the Signal Design and Analysis Laboratory (SDAL) at Queen's University is a world leader in the design of graph codes and network protocols. Previous findings in the areas of distributed network and rateless coding will be leveraged to achieve our goals in the distributed storage studies of this proposal. Code design for flash memory will also benefit largely from our previous work and inventions in algebraic and random coding. ***The outcome of this research will have far-reaching implications for millions of users in Canada and around the globe as we transform the way today's big data is stored and shared. Our research will conserve natural resources and energy by reducing the number of storage units needed and prolonging the lifespan of many electronic devices requiring data storage. This will have a profound effect on our environment by reducing pollution. The results provide technological advantages and highly qualified personnel (HQP) for a sector of the Canadian economy with $155 billion in revenues. This sector is one of the largest performers of private sector R&D with a Canadian GDP contribution of $67.2 billion and employs a knowledge-intensive workforce. The HQP will be highly trained in technical entrepreneurship, research and development, presentation and technical writing. **
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Sustainable data storage solutions: embracing the cloud and big data
-
批准号:RGPIN-2015-05670
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2019
-
负责人:Yousefi, Shahram
-
依托单位:
Sustainable data storage solutions: embracing the cloud and big data
-
批准号:RGPIN-2015-05670
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2017
-
负责人:Yousefi, Shahram
-
依托单位:
Sustainable data storage solutions: embracing the cloud and big data
-
批准号:RGPIN-2015-05670
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2016
-
负责人:Yousefi, Shahram
-
依托单位:
Sustainable data storage solutions: embracing the cloud and big data
-
批准号:RGPIN-2015-05670
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.82万
-
财政年份:2015
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:283192-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2014
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:283192-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2013
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:283192-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2012
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:401362-2010
-
项目类别:Discovery Grants Program - Accelerator Supplements
-
资助金额:$2.91万
-
财政年份:2012
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:401362-2010
-
项目类别:Discovery Grants Program - Accelerator Supplements
-
资助金额:$2.91万
-
财政年份:2011
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:283192-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2011
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:401362-2010
-
项目类别:Discovery Grants Program - Accelerator Supplements
-
资助金额:$2.91万
-
财政年份:2010
-
负责人:Yousefi, Shahram
-
依托单位:
Rateless codes for advanced architectures
-
批准号:283192-2010
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$2.4万
-
财政年份:2010
-
负责人:Yousefi, Shahram
-
依托单位:
Analysis and design methods for euclidean-space codes
-
批准号:283192-2004
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.46万
-
财政年份:2008
-
负责人:Yousefi, Shahram
-
依托单位:
Analysis and design methods for euclidean-space codes
-
批准号:283192-2004
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.46万
-
财政年份:2006
-
负责人:Yousefi, Shahram
-
依托单位:
Analysis and design methods for euclidean-space codes
-
批准号:283192-2004
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.46万
-
财政年份:2005
-
负责人:Yousefi, Shahram
-
依托单位:
Analysis and design methods for euclidean-space codes
-
批准号:283192-2004
-
项目类别:Discovery Grants Program - Individual
-
资助金额:$1.46万
-
财政年份:2004
-
负责人:Yousefi, Shahram
-
依托单位:
PGSB/ESB
-
批准号:222131-1999
-
项目类别:Postgraduate Scholarships
-
资助金额:$1.39万
-
财政年份:2000
-
负责人:Yousefi, Shahram
-
依托单位:
PGSB/ESB
-
批准号:222131-1999
-
项目类别:Postgraduate Scholarships
-
资助金额:$1.39万
-
财政年份:1999
-
负责人:Yousefi, Shahram
-
依托单位:
国内基金
海外基金
登录
查看更多内容
Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
-
批准号:--
-
项目类别:合作创新研究团队
-
资助金额:--
-
批准年份:2024
-
负责人:姚韬
-
依托单位:
Data-driven Recommendation System Construction of an Online Medical Platform Based on the Fusion of Information
-
批准号:--
-
项目类别:外国青年学者研究基金项目
-
资助金额:--
-
批准年份:2024
-
负责人:江洋子
-
依托单位:
复杂数据下半参数转换模型及其在老年慢性病发展中的应用研究
-
批准号:72101261
-
项目类别:青年科学基金项目(C类)
-
资助金额:30.0万元
-
批准年份:2021
-
负责人:孙韬
-
依托单位:
Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
-
批准号:--
-
项目类别:--
-
资助金额:40万元
-
批准年份:2020
-
负责人:Vikrant Gupta
-
依托单位:
基于高频信息下高维波动率矩阵估计及应用
-
批准号:71901118
-
项目类别:青年科学基金项目
-
资助金额:18.0万元
-
批准年份:2019
-
负责人:穆燕
-
依托单位:
半参数空间自回归面板模型的有效估计与应用研究
-
批准号:71961011
-
项目类别:地区科学基金项目
-
资助金额:16.0万元
-
批准年份:2019
-
负责人:丁飞鹏
-
依托单位:
高频数据波动率统计推断、预测与应用
-
批准号:71971118
-
项目类别:面上项目
-
资助金额:50.0万元
-
批准年份:2019
-
负责人:孔新兵
-
依托单位:
经济管理中复杂数据和复杂行为的分析方法及其应用
-
批准号:71931004
-
项目类别:重点项目
-
资助金额:230.0万元
-
批准年份:2019
-
负责人:周勇
-
依托单位:
基于个体分析的投影式非线性非负张量分解在高维非结构化数据模式分析中的研究
-
批准号:61502059
-
项目类别:青年科学基金项目
-
资助金额:19.0万元
-
批准年份:2015
-
负责人:刘昶
-
依托单位:
基于Linked Open Data的Web服务语义互操作关键技术
-
批准号:61373035
-
项目类别:面上项目
-
资助金额:77.0万元
-
批准年份:2013
-
负责人:冯志勇
-
依托单位: