Reliable and efficient data centers

可靠、高效的数据中心

• 批准号: CRC-2018-00038
• 负责人: Schroeder, Bianca
• 金额: $ 7.29万
• 依托单位: University of Toronto
• 依托单位国家: 加拿大
• 项目类别: Canada Research Chairs
• 财政年份: 2019
• 资助国家: 加拿大
• 起止时间: 2019-01-01 至 2020-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=692795
• 关键词: Reliable; efficient; data; centers

As advances in machine learning and artificial intelligence are transforming many branches of industry they critically depend on computer systems that are able to efficiently and reliably process and store large amounts of data. The proposed research program will collect and analyse large amounts of field data from these systems and use the results towards two objectives: (1) Improving the reliability of data storage systems, including both enterprise storage systems and distributed storage in virtualized data centres. (2) More efficient use of resources in virtualized data centres through novel virtual machine types and improved scheduling of virtual machine workloads.

随着机器学习和人工智能的进步正在改变许多行业分支，它们严重依赖能够有效可靠地处理和存储大量数据的计算机系统。拟议的研究计划将收集和分析来自这些系统的大量现场数据，并将结果用于两个目标：（1）提高数据存储系统的可靠性，包括企业存储系统和虚拟化数据中心的分布式存储。(2)通过新的虚拟机类型和改进的虚拟机工作负载调度，更有效地利用虚拟化数据中心中的资源。