Scalable Stream Processing in Hybrid Edge-Cloud Infrastructures

该项目旨在开发一种新的计算模式，以确保跨异类边缘设备的流应用的低延迟服务，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生成实时流领域的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限制。预期结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-云基础架构中增量和迭代计算的复杂问题。这应该会带来显著的好处，其中之一是优化利用有限的计算资源。

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.