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Collaborative Research: SDCI Sec: Metadata Management Software Tools to Support Research and Development of Cyberinfrastructure

Collaborative Research: SDCI Sec: Metadata Management Software Tools to Support Research and Development of Cyberinfrastructure
合作研究:SDCI Sec:支持网络基础设施研究和开发的元数据管理软件工具
批准号:
1127406
负责人:
Minaxi Gupta
金额:
$18.2万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2011
资助国家:
美国
项目状态:
已结题
起止时间:
2011-08-01 至 2015-07-31

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中文摘要
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英文摘要
Collecting representative Internet measurement data has remained a challenging and often elusive goal for the networking community. Obstacles include the Internet's scale and scope, technical challenges in capturing, filtering and sampling high data rates, difficulty obtaining measurements across a decentralized network with radically distributed ownership, cost of building and operating instrumentation, and political hurdles. Even (or especially) with all these obstacles, the demand for and importance of representative Internet data sets is increasing -- which is good news for rigorous scientific Internet research. The primary driver of this demand is the growing awareness of vulnerabilities to threats to various critical and increasingly interdependent infrastructures, and that a primary limiting factor in the escalating arms race is our surprisingly still primitive approach to sharing cyberinfrastructure data.CAIDA has developed an Internet Measurement Data Catalog -- IMDC -- an index of information (metadata) about data sets and their availability under various usage policies. The catalog addresses a significant challenge in network science: reducing the cost of searching for data by organizing metadata about accessible Internet data sets into a single repository.This SDCI project will support integration of lessons learned thus far from IMDC development, implementation, and usage to better support the cybersecurity research and cyberinfrastructure development communities. The project's three primary deployment goals are to: (1) reduce the burden on those contributing data via a streamlined interface and tools for easier indexing, annotation and navigation of relevant data; (2) convert from use of a proprietary database backend (Oracle) to a completely open source solution; and (3) expand the catalog's relevance to the cybersecurity and other research communities via workshops, new emphasis on security-relevant data sets, and creation of public web forums to discuss data-sharing issues.Although the focus for this project isutility for the cybersecurity and cyberinfrastructure research community, our proposed design objectives and outreach plans explicitly target a range of science and engineering communities.In particular, we believe the proposed software development can support and promote NSF's newly announced Data Sharing Policy, which as of January 2011 requires all proposals to include a plan for how researchers intend to share their data with other researchers.The intellectual merit of the proposed software development activities is a range of measurable benefits to cyberinfrastructure research: maximizing the re-use of existing Internet data; decreasing the time spent collecting redundant data; reducing the effort needed to start a new study; promoting validation and reproducibility of analyses and r intellectual merit of cyberinfrastructure research methods: maximizing the re-use of existing Internet data; decreasing the time spent collecting redundant data; reducing the effort needed to start a new study; promoting validation and reproducibility of analyses and results; enabling longitudinal and cross-disciplinary studies of the Internet; and opening up new cross-domain areas of transformative networking research.The broader impacts of this project are diverse. The success of the catalog and related workshops will facilitate wide dissemination of Internet measurement data to researchers and security experts across academic, commercial, and government sectors.By including education-oriented data collections in the catalog, this project creates an immediate link between research and education, and improves access to Internet research for underrepresented groups in computer science and engineering. Most importantly, the software created through this project will help other disciplines and sectors to develop their own catalog instances to support the type of data management plans now articulated as essential to NSF.
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