The Fourth Paradigm: Data-Intensive Scientific Discovery

简介:
本书首次广泛地介绍了迅速兴起的数据密集型科学领域,其目标是影响全球科学和计算研究社区,并激励下一代科学家。越来越多的科学突破将由先进的计算能力提供动力,帮助研究人员操纵和探索大量数据集。
任何特定科学学科的发展速度将取决于其研究人员在数据库,工作流管理,可视化和云计算技术等科学领域的相互合作以及与技术人员的合作程度。本论文集扩展了开创性计算机科学家Jim Gray的愿景,即基于数据密集型科学的新的第四发现范式,并提供了如何充分实现它的见解。
越来越多的科学突破将由先进的计算能力提供动力,帮助研究人员操纵和探索大量数据集。
任何给定的科学学科发展的速度将取决于其研究人员在数据库,工作流管理,可视化和云计算技术等科学领域的相互合作以及与技术人员的合作程度。
在第四范式: 数据密集型科学发现中,论文集扩展了开创性计算机科学家Jim Gray的愿景,即基于数据密集型科学的新的第四发现范式,并提供了如何充分实现它的见解。
英文简介:
This book presents the first broad look at the rapidly emerging field of data-intensive science, with the goal of influencing the worldwide scientific and computing research communities and inspiring the next generation of scientists. Increasingly, scientific breakthroughs will be powered by advanced computing capabilities that help researchers manipulate and explore massive datasets.
The speed at which any given scientific discipline advances will depend on how well its researchers collaborate with one another, and with technologists, in areas of eScience such as databases, workflow management, visualization, and cloud-computing technologies. This collection of essays expands on the vision of pioneering computer scientist Jim Gray for a new, fourth paradigm of discovery based on data-intensive science and offers insights into how it can be fully realized.
Increasingly, scientific breakthroughs will be powered by advanced computing capabilities that help researchers manipulate and explore massive datasets.
The speed at which any given scientific discipline advances will depend on how well its researchers collaborate with one another, and with technologists, in areas of eScience such as databases, workflow management, visualization, and cloud computing technologies.
In The Fourth Paradigm: Data-Intensive Scientific Discovery, the collection of essays expands on the vision of pioneering computer scientist Jim Gray for a new, fourth paradigm of discovery based on data-intensive science and offers insights into how it can be fully realized.
- 书名
- The Fourth Paradigm: Data-Intensive Scientific Discovery
- 译名
- 第四范式:数据密集型科学发现
- 语言
- 英语
- 年份
- 2009
- 页数
- 287页
- 大小
- 6.31 MB
- 下载
The Fourth Paradigm: Data-Intensive Scientific Discovery.pdf
- 密码
- 65536
最后更新:2025-04-12 23:54:36