Scalable Stream Processing in Hybrid Edge-Cloud Infrastructures

混合边缘云基础设施中的可扩展流处理

• 批准号: DP230100260
• 负责人: Prof Zahir Tari
• 金额: $ 31.71万
• 依托单位: RMIT University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2023
• 资助国家: 澳大利亚
• 起止时间: 2023-01-01 至 2025-12-31
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP230100260
• 关键词: Scalable; Stream; Processing; Hybrid; Edge

This project aims to develop a new computational paradigm to ensure low-latency services for streaming applications across heterogeneous Edge devices while satisfying high-throughput and scalability requirements. This project is of high significance for generating new knowledge in the area of real-time streaming using innovative algorithms that overcome the limitations of remote Cloud and distributed Edge computing. Expected outcomes include novel programming abstractions, performance models, and control mechanisms to address complex problems for incremental and iterative computations in hybrid Edge-Cloud infrastructures. This should provide significant benefits, one of which is the optimised utilisation of limited computing resources.

该项目旨在开发一种新的计算范式，以确保跨异构边缘设备的流应用程序的低延迟服务，同时满足高吞吐量和可扩展性要求。该项目对于使用创新算法在实时流领域产生新知识具有重要意义，这些算法克服了远程云和分布式边缘计算的局限性。预期成果包括新颖的编程抽象、性能模型和控制机制，以解决混合边缘云基础设施中增量和迭代计算的复杂问题。这将带来显著的好处，其中之一是优化利用有限的计算资源。