Data-driven Approach to Resilient Online Service Systems

数据驱动的弹性在线服务系统方法

• 批准号: DP200102940
• 负责人: A/Prof Hongyu Zhang
• 金额: $ 17.64万
• 依托单位: The University of Newcastle
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-01-01 至 2024-12-30
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP200102940
• 关键词: Data; driven; Approach; Resilient; Online

This project aims to develop a data-driven approach to improving the resilience of online service systems. Many software systems are now provided as online services via the Internet on a 24/7 basis. Although a lot of effort has been devoted to service quality assurance, in reality, online service systems still encounter many incidents and fail to satisfy user requests. This project expects to develop innovative data-driven methods for effective fault identification, fault localization, and failure prediction. Expected outcomes of this project include novel techniques and tools for maintaining online service systems. This project will provide significant benefits, such as improving the resilience and reliability of our cyber infrastructure.

该项目旨在开发一种数据驱动的方法，以提高在线服务系统的复原力。现在，许多软件系统都是通过互联网提供的在线服务，每周7天，每天24小时。尽管在服务质量保证方面已经投入了大量的努力，但在现实中，在线服务系统仍然遇到许多事件，无法满足用户的要求。该项目旨在开发创新的数据驱动方法，用于有效的故障识别，故障定位和故障预测。该项目的预期成果包括维护在线服务系统的新技术和工具。该项目将带来重大利益，例如提高我们网络基础设施的弹性和可靠性。